Publications:

A. Patents:

May 2000, US Patent # : 6, 069, 808, Texas Instruments Inc.

Issa M.S. Panahi, Stefan Beireke, “Symmetric 4-Space Vector Pulse Width Modulation Waveform Generation”.

This design is part of the TI’s DSP devices - the TMS320C/F24xx family.

B. Books/Book chapters:

(1) “Design of Active Noise Control Systems with the TMS320 Family”,

Sen M. Kuo, Issa Panahi, Kai M. Chung, Tom Horner, Mark Nadeski, and Jason Chyan,

Texas Instruments Inc., Dallas, Texas, 171 pages, 1996.

(2) “TMS320C/F240 DSP Controller, Systems and Peripherals”,

I. Panahi, Z. Yu, A. Mohammed,

Texas Instruments Inc., Dallas, Texas, 425 pages, 1997.

(3) “TMS320F243/F241/C242 DSP Controller, Systems and Peripherals”,

I. Panahi, Z. Yu, A. Mohammed,

Texas Instruments Inc., Dallas, Texas, 383, 1999.

(4) “TMS320LF240x DSP Controller, Systems and Peripherals”,

I. Panahi, Z. Yu, A. Mohammed, D. Figoli ,

Texas Instruments Inc., Dallas, Texas, 450 pages, 1999.

(5) “TMS320F240 DSP Controllers Evaluation Module Reference Guide”,

I. Panahi, David Figoli, Z. Yu, A. Mohammed,

Texas Instruments Inc., Dallas, Texas, 124 pages, 1999.

C. Publications by Year-To-Year from 2015 to 2021:

– DOA: Direction of Arrival Estimation and Speech source Localization

– SE: Speech Enhancement (including the speech classification and clinical testing)

– SI: Speaker Identification

– ASDS: Alert Signal Detection and Separation

– AFC: Acoustic Feedback Cancellation

– COMP: Compression, Fitting

– VAD: Voice Activation Detection

– FMIC: Framework for using Smartphone Microphones

– NC: Noise Classification

– GUI: Graphical User Interface

2020-2021

Journals:

DOA: A. Kovalyov, K. Patel and I. Panahi, “Joint Calibration and Synchronization of Two Arrays of Microphones and Loudspeakers Using Particle Swarm Optimization,” in IEEE Open Journal of Signal Processing, vol. 2, pp. 535-544, 2021, doi: 10.1109/OJSP.2021.3118574.
SE: N. Shankar, G. S. Bhat, I. M. S. Panahi, S. Tittle, and L. M. Thibodeau, “Smartphone-based single-channel speech enhancement application for hearing aids,” J. Acoust. Soc. Am., vol. 150, no. 3, p. 1663, Sep. 2021, doi: 10.1121/10.0006045.

The paper is also publicly available on NIH site, Pub-Med, and the NCBI. PMCID: PMC8434896.

COMP: Patel K, Thibodeau L, McCullough D, Freeman E, Panahi I. Development and Pilot Testing of Smartphone-Based Hearing Test Application. Int J Environ Res Public Health. 2021 May 21;18(11):5529. doi: 10.3390/ijerph18115529.

The paper is also publicly available on NIH site, Pub-Med, and the NCBI. PMID: 34064080; PMCID: PMC8196774.

DOA: Y. Hao, A. Küçük, A. Ganguly and I. M. S. Panahi, “Spectral Flux-Based Convolutional Neural Network Architecture for Speech Source Localization and its Real-Time Implementation,” in IEEE Access, vol. 8, pp. 197047-197058, 2020, doi: 10.1109/ACCESS.2020.3033533.

Also on the NIH-NIHMS system: “Spectral Flux-Based Convolutional Neural Network Architecture for Speech Source Localization and its Real-Time Implementation.” , (NIHMS1645213)

G. S. Bhat, N. Shankar, D. Kim, D. Jin Song, S. Seo, I. M. Panahi and L. Tamil, “Machine Learning-based Asthma risk prediction using IoT and smartphone applications,” in IEEE Access.
GUI: Tokgoz, Serkan, Stephanie Tittle, Linda Thibodeau, and Issa Panahi. “A Hearing Test Simulator GUI for clinical testing of speech recognition.” In Proceedings of Meetings on Acoustics 175ASA, vol. 33, no. 1, p. 050006. Acoustical Society of America, 2018. doi: https://doi.org/10.1121/2.0001412

Also on the NIH-NIHMS system: “A Hearing Test Simulator GUI for clinical testing of speech recognition.” , (NIHMS1704961).

Conferences:

DOA: A. Küçük and I. M. S. Panahi, “Convolutional Recurrent Neural Network Based Direction of Arrival Estimation Method Using Two Microphones for Hearing Studies,” 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP), Espoo, Finland, 2020, pp. 1-6, doi: 10.1109/MLSP49062.2020.9231693.

Also on the NIH-NIHMS system: “Convolutional Recurrent Neural Network Based Direction of Arrival Estimation Method Using Two Microphones for Hearing Studies” , (NIHMS1697266).

DOA: S. Tokgöz, A. Kovalyov and I. Panahi, “Real-Time Estimation of Direction of Arrival of Speech Source using Three Microphones,” 2020 IEEE Workshop on Signal Processing Systems (SiPS), Coimbra, Portugal, 2020, pp. 1-5, doi: 10.1109/SiPS50750.2020.9195217.

Also on the NIH-NIHMS system: “Real-Time Estimation of Direction of Arrival of Speech Source using Three Microphones” , (NIHMS1698942).

2019-2020

Journals:

ASDS: G. S. Bhat, N. Shankar and I. M. S. Panahi, “Design and Integration of Alert Signal Detector and Separator for Hearing Aid Applications,” in IEEE Access, vol. 8, pp. 106296-106309, 2020, doi: 10.1109/ACCESS.2020.2999546 [Published]. – Number of Pages: 14

Also on the NIH-NIHMS system: “Design and Integration of Alert Signal Detector and Separator for Hearing Aid Applications” , (NIHMS1604225).

DOA: A. Küçük, A. Ganguly, Y. Hao and I. M. S. Panahi, “Real-Time Convolutional Neural Network-Based Speech Source Localization on Smartphone,” in IEEE Access, vol. 7, pp. 169969-169978, 2019, doi: 10.1109/ACCESS.2019.2955049. [Published]. – Number of Pages: 10

Also on the NIH-NIHMS system: “Real-Time Convolutional Neural Network-Based Speech Source Localization on Smartphone” , (NIHMS1605963).

DOA: A. Küçük, Issa M. S. Panahi, “Direction of Arrival Estimation Using Deep Neural Network for Hearing Aid Applications Using Smartphone,” Proceedings of Meetings on Acoustics 178ASA. Vol. 39. No. 1. ASA, 2019. [Published]. – Number of Pages: 10

Also on the NIH-NIHMS system: “Direction of Arrival Estimation Using Deep Neural Network for Hearing Aid Applications Using Smartphone” (NIHMS1545928).

COMP: Patel, Kashyap, and Issa MS Panahi. “Frequency-based multi-band adaptive compression for hearing aid application.” In Proceedings of Meetings on Acoustics 178ASA, vol. 39, no. 1, p. 055004. Acoustical Society of America, 2019. [Published]. – Number of Pages: 12

Also on the NIH-NIHMS system: “Frequency-based Multiband Adaptive Compression for Hearing Aid Application” , (NIHMS1605959).

SE: G. S. Bhat, N. Shankar, C. K. A. Reddy and I. M. S. Panahi, “A Real-Time Convolutional Neural Network Based Speech Enhancement for Hearing Impaired Listeners Using Smartphone,” in IEEE Access, vol. 7, pp. 78421-78433, 2019, doi: 10.1109/ACCESS.2019.2922370 [Published]. – Number of Pages: 13

Also on the NIH-NIHMS system: “A Real-Time Convolutional Neural Network Based Speech Enhancement for Hearing Impaired Listeners Using Smartphone” , (NIHMS1605947).

SE: Shankar, Nikhil, Gautam Shreedhar Bhat, and Issa MS Panahi. “Efficient two-microphone speech enhancement using basic recurrent neural network cell for hearing and hearing aids.” The Journal of the Acoustical Society of America 148, no. 1 (2020): 389-400.
SE: Shankar, Nikhil, Gautam Shreedhar Bhat, and Issa Panahi. “Comparison and real-time implementation of fixed and adaptive beamformers for speech enhancement on smartphones for hearing study.” Proceedings of Meetings on Acoustics 178ASA. Vol. 39. No. 1. Acoustical Society of America, 2019.
SE: Bhat, Gautam Shreedhar, Chandan Karadagur Ananda Reddy, Nikhil Shankar, and Issa Panahi. “A computationally efficient blind source separation for hearing aid applications and its real-time implementation on smartphone.” In Proceedings of Meetings on Acoustics 178ASA, vol. 39, no. 1, p. 055008. Acoustical Society of America, 2019.

Also on the NIH-NIHMS system: “A computationally efficient blind source separation for hearing aid applications and its real-time implementation on smartphone” , (NIHMS1630186).

Invited Book Chapters: Thibodeau, L. (2019). Assistive Technology in the Age of Smart Phones and Tablets. In Montano, J.,and Spitzer, J. Third Ed. Aural Rehabilitation for Adults. Plural Publishing. (Please see attached PDF file/Doc)

Conferences:

SE: N. Shankar, G. S. Bhat and I. M. S. Panahi, “Real-time dual-channel speech enhancement by VAD assisted MVDR beamformer for hearing aid applications using smartphone,” 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 2020, pp. 952-955, doi: 10.1109/EMBC44109.2020.9175212.

Also on the NIH-NIHMS system: “Real-time dual-channel speech enhancement by VAD assisted MVDR beamformer and SGJMAP for hearing aid applications using smartphone” , (NIHMS1605941).

VAD: G. S. Bhat, N. Shankar and I. M. S. Panahi, “Automated machine learning based speech classification for hearing aid applications and its real-time implementation on smartphone,” 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 2020, pp. 956-959, doi: 10.1109/EMBC44109.2020.9175693.

Also on the NIH-NIHMS system: “Automated machine learning based speech classification for hearing aid applications and its real-time implementation on smartphone” , (NIHMS1605948).

AFC: K. Patel and I. M. S. Panahi, “Efficient Real-Time Acoustic Feedback Cancellation using Adaptive Noise Injection Algorithm,” 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 2020, pp. 972-975, doi: 10.1109/EMBC44109.2020.9175686.

Also on the NIH-NIHMS system: “Efficient Real-Time Acoustic Feedback Cancellation on Smartphone Devices using Adaptive Noise Injection Algorithm” , (NIHMS1605962).

COMP: K. Patel and I. M. S. Panahi, “Compression Fitting of Hearing Aids and Implementation,” 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 2020, pp. 968-971, doi: 10.1109/EMBC44109.2020.9176368.

Also on the NIH-NIHMS system: “Compression Fitting on Hearing Aids and Smartphone Implementation” , (NIHMS1605961).

SE: Shankar, N., G. S. Bhat, and I. M. S. Panahi. “Real-time single-channel deep neural network-based speech enhancement on edge devices.” In Interspeech, vol. 2020, pp. 3281-3285. 2020.

Also on the NIH-NIHMS system: “Real-time single-channel deep neural network-based speech enhancement on edge devices.” , (NIHMS1632641)

SE: Tittle, L. M. Thibodeau, I. Panahi, S. Tokgoz, N. Shankar, G. S. Bhat, K. Patel, “Behavioral Validation of the Smartphone for Remote Microphone Technology”, SEMINARS IN HEARING/VOLUME 41, No. 4, 2020 Semin Hear 2020;41:291–301.Thieme Medical Publishers, Inc., USA. https://doi.org/10.1055/s-0040-1718714. ISSN 0734-0451.

Invited, Oral, Abstracts, Poster, and Presentations:

Invited and Oral Paper Presentations:

SE: Issa Panahi, Linda Thibodeau, “Smartphone and algorithms; A platform for hearing study”, The Journal of the Acoustical Society of America 146, no. 4 (2019): 2879-2879.
SE: Stephanie Tittle, Linda Thibodeau, Issa M. Panahi, and Preethi Codanda Chengappa. “Benefits of a smartphone as a remote microphone system.” The Journal of the Acoustical Society of America 146, no. 4 (2019): 3047-3047.
SE: Linda Thibodeau, Issa Panahi, and students, “Smartphone-based Open Source Research Platform to Improve Hearing Study and Hearing Aid Applications”, Acoustical Society of America., vol. 146, no. 4, Acoustical Society of America (ASA2019), San Diego, CA, Dec. 2019.

Oral Paper Presentation:

SE: Nikhil Shankar, Gautam Shreedhar Bhat, and Issa M. Panahi. “Comparison and real-time implementation of fixed and adaptive beamformers for speech enhancement on smartphones for hearing aid study.” The Journal of the Acoustical Society of America 146, no. 4 (2019): 3058-3058.

Abstracts and Poster Presentations:

DOA: Abdullah Küçük, and Issa M. Panahi. “Deep neural network based direction of arrival estimation for hearing aid applications using smartphone.” The Journal of the Acoustical Society of America 146, no. 4 (2019): 2960-2960.
SI: Serkan Tokgoz , and Issa M. Panahi. “Speaker identification using convolutional-long short-term memory neural networks.” The Journal of the Acoustical Society of America 146, no. 4 (2019): 2960-2960.
COMP: Kashyap Patel, Nikhil Shankar, and Issa M. Panahi. “Frequency-based multiband adaptive compression for hearing aid application.” The Journal of the Acoustical Society of America 146, no. 4 (2019): 2959-2959.

Also on the NIH-NIHMS system: “Frequency-based Multiband Adaptive Compression for Hearing Aid Application” , (NIHMS1605959).

SE: Gautam Shreedhar Bhat, Nikhil Shankar, and Issa Panahi. “A computationally efficient blind source separation for hearing aid applications and its real-time implementation on smartphone.” The Journal of the Acoustical Society of America 146, no. 4 (2019): 2959-2959.
SE: Kao, T., and Thibodeau. (2019), “Electroacoustic Evaluation of Hearing Assistive Devices/Systems with three Roger Transmission Methods”, Poster Presented at the American Academy of Audiology, Columbus, OH.
SE: Taylor, A., Land, V., and Thibodeau (2019), “Technology Transmission Ranges for Assistive Listening Devices”, Poster Presented at the American Academy of Audiology, Columbus, OH.
SE: Havens, L. and Thibodeau, L. (2019), “Features of MFi and MFA Hearing aids”, Poster presentation at the Texas Academy of Audiology, Frisco, TX.
SE: Kao, T & Thibodeau, L. (2019), “Electroacoustic Transparency of Pediatric-Focused Hearing Assistive Devices/Systems in Different Digital Signal Transmission Arrangements”. Poster presentation at the Texas Academy of Audiology, Frisco, TX.
SE: Thibodeau, S. Title, C.M.Q. Tran, I. Panahi, “Benefits of Using the Remote Microphone Feature on the Smartphone for Persons with Hearing Challenges”, Acoustical Society of America, ASA 2020, Chicago, IL.
SE: Tz-Ching, K. and Thibodeau, L. (2019), “Electroacoustic evaluation of pediatric-focused hearing assistive device /systems in different digital signal transmission arrangements”, Journal of Acoustical Society of America, 146, 2917.
SE: Havens, L. & Thibodeau, L. (2019). Electroacoustic Verification of Hearing Aids with Smartphone Connectivity. Poster presented at the American Academy of Audiology, New Orleans, LA.
SE: McCullough, D., Freeman, E., Patel, K., Panahi, I., & Thibodeau, L. (2020). Testing Hearing Thresholds using Smartphone-Based App. Poster presented at STAR: Specialized Topics in Acoustic Research, University of Texas at Dallas, Richardson, TX.

2018

DOA: Ganguly, Anshuman, and Issa Panahi. “Non-Uniform Microphone Arrays for Robust Speech Source Localization for Smartphone-Assisted Hearing Aid Devices.” Journal of signal processing systems vol. 90,10 (2018): 1415-1435. doi:10.1007/s11265-017-1297-8

Also on the NIH-NIHMS system: “Non-Uniform Microphone Arrays for Robust Speech Source Localization for Smartphone-Assisted Hearing Aid Devices” , (NIHMS919057).

DOA: Küçük, Abdullah, Anshuman Ganguly, and Issa M. Panahi, “Improved pre-filtering stages for GCC-based direction of arrival estimation using smartphone,” The Journal of the Acoustical Society of America 143.3 (2018): 1956-1956.
DOA: A. Ganguly, A. Küçük and I. Panahi, “Real-time Smartphone application for improving spatial awareness of Hearing Assistive Devices,” 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 433-436.
SE: N. Shankar, A. Küçük, C. K. A. Reddy, G. S. Bhat and I. M. S. Panahi, “Influence of MVDR beamformer on a Speech Enhancement based Smartphone application for Hearing Aids,” 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 417-420.

Also on the NIH-NIHMS system: “Influence of MVDR beamformer on a Speech Enhancement based Smartphone application for Hearing Aids” , (NIHMS1605940).

SE: Nikhil Shankar, Gautam Bhat, Chandan K. A. Reddy and Issa Panahi, “Noise dependent Super Gaussian-Coherence based dual microphone Speech Enhancement for hearing aid application using smartphone,” The Journal of the Acoustical Society of America 143.3 (2018): 1806-1807.
SE: G. S. Bhat, C. K. A. Reddy, Nikhil Shankar and I. M.S Panahi, “Smartphone based real-time super Gaussian single microphone Speech Enhancement to improve intelligibility for hearing aid users using formant information,” 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 5503-5506.

Also on the NIH-NIHMS system: “Smartphone based real-time super Gaussian single microphone Speech Enhancement to improve intelligibility for hearing aid users using formant information” , (NIHMS1605951).

AFC: P. Mishra, S. Tokgöz and I. M. S. Panahi, “Efficient Modeling of Acoustic Feedback Path in Hearing Aids by Voice Activity Detector-Supervised Multiple Noise Injections,” 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 3549-3552.
AFC: Mishra, Parth, Serkan Tokgoz, and Issa MS Panahi, “Robust real-time implementation of adaptive feedback cancellation using noise injection algorithm on smartphone,” Proceedings of Meetings on Acoustics 175ASA. Vol. 33. No. 1. ASA, 2018.
COMP: Z. Zou, Y. Hao and I Panahi, “Design of Compensated Multi-Channel Dynamic-Range Compressor for Hearing Aid Devices using Polyphase Implementation,” 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 429-432.
COMP: Hao, Yiya, Ziyan Zou, and Issa M. Panahi, “A robust smartphone based multi-channel dynamic-range audio compressor for hearing aids,” The Journal of the Acoustical Society of America 143.3 (2018): 1961-1961.
GUI: Tokgoz, Serkan, Yiya Hao, and Issa M. Panahi, “A hearing test simulator GUI for clinical testing,” The Journal of the Acoustical Society of America 143.3 (2018): 1815-1815.
FMIC: Panahi, Issa MS, Nasser Kehtarnavaz, and Linda Thibodeau, “Smartphone as a research platform for hearing study and hearing aid applications,” The Journal of the Acoustical Society of America 143.3 (2018): 1738-1738.
FMIC: Abdullah Kucuk, Yiya Hao, Anshuman Ganguly, Issa Panahi, “Stereo I/O framework for audio signal processing on android platforms,” The Journal of the Acoustical Society of America 143.3 (2018): 1955-1956.

2017

SE: Reddy, Chandan Karadagur Ananda, Nikhil Shankar, Gautam Shreedhar Bhat, Ram Charan, and Issa Panahi. “An individualized super-Gaussian single microphone speech enhancement for hearing aid users with smartphone as an assistive device.” IEEE signal processing letters 24, no. 11 (2017): 1601-1605.

Also on the NIH – NIHMS system:”An Individualized Super-Gaussian Single Microphone Speech Enhancement for Hearing Aid Users with Smartphone as an Assistive Device”, (NIHMS909214, Publ.ID: 8031044).

SE: S. Bhat, N. Shankar, C. K. A. Reddy and I. M. S. Panahi, “Formant frequency-based speech enhancement technique to improve intelligibility for hearing aid users with smartphone as an assistive device”, 2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT), Bethesda, MD, USA, Nov 2017, pp. 32-35.

Also on the NIH-NIHMS system: “Formant frequency-based speech enhancement technique to improve intelligibility for hearing aid users with smartphone as an assistive device” , (NIHMS1605949).

SE: I. Panahi, C. K. A Reddy, L. Thibodeau, “Noise suppression and speech enhancement for hearing aid applications using smartphones”, Invited paper, IEEE, AsilomarOct 2017: pp.1890-1894.
SE: Chandan K.A. Reddy, Anshuman Ganguly, Issa Panahi, “ICA-based Single microphone Speech Separation technique using Non-Linear Estimation of Speech”, Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, New Orleans, Louisiana, USA, March 2017, pp. 5570-5574.
SE: Audrey Taylor B.A., Linda Thibodeau Ph.D., Issa Panahi Ph.D., Nasser Kehtarnavaz Ph.D., Tyler Caldwell B.S., “Benefits of Smartphone and Hearing Aid Technology to Enhance Speech Recognition in Noise”, American Academy of Audiology (AAA), April 18-21, 2017, Nashville, TN.
DOA: Ganguly, Anshuman, and Issa Panahi. “Non-uniform microphone arrays for robust speech source localization for smartphone-assisted hearing aid devices.” Journal of signal processing systems 90, no. 10 (2018): 1415-1435.

Also on the NIH – NIHMS system:”Non-Uniform Microphone Arrays for Robust Speech Source Localization for Smartphone-Assisted Hearing Aid Devices”, (NIHMS919057, Publ.ID: 2017-11- 09_0004).

DOA: Ganguly, Anshuman, Abdullah Kucuk, and Issa Panahi. “Real-time Smartphone implementation of noise-robust Speech source localization algorithm for hearing aid users.” In Proceedings of Meetings on Acoustics 173EAA, vol. 30, no. 1, p. 055002. Acoustical Society of America, 2017.
DOA: Panahi, Issa M., Nasser Kehtarnavaz, and Linda Thibodeau. “Estimation of speech source direction for hearing aid application using smartphone.” The Journal of the Acoustical Society of America 141, no. 5 (2017): 3913-3913.
AFC: Parth Mishra, Anshuman Ganguly, Abdullah Kucuk, Issa Panahi, “Unsupervised Noise-aware Adaptive Feedback Cancellation for Hearing Aid Devices under noisy speech framework”, IEEE Signal Processing in Medicine and Biology Symposium(SPMB), 2017, pp.1-5.
COMP: Yiya Hao, Ram Charan Chandra Shekhar, Gautam Shreedhar-Bhat, Issa Panahi, “Robust Real-time Sound Pressure level stabilizer for multi-channel Hearing Aids Compression for Dynamically changing acoustic environment”, IEEE, Asilomar, Oct. 2017, pp. 1952-1955.

2016

NC: F. Saki, A. Sehgal, I. Panahi and N. Kehtarnavaz, “Smartphone-based real-time classification of noise signals using subband features and random forest classifier,” 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, pp. 2204-2208, doi: 10.1109/ICASSP.2016.7472068.
SE: I. Panahi, N. Kehtarnavaz and L. Thibodeau, “Smartphone-based noise adaptive speech enhancement for hearing aid applications,” 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, pp. 85-88, doi: 10.1109/EMBC.2016.7590646.
SE: Linda Thibodeau, Issa Panahi, Nasser Kehtarnavaz, Tyler Caldwell, ‘Benefits of Using Speech Enhancement Processing on a Smartphone for Persons with Hearing Loss’, Proceedings of IEEE International Conference Engineering in Medicine and Biology, Orlando, FL, August 2016.
SE: Y. Rao, Y. Hao, I. M. S. Panahi and N. Kehtarnavaz, “Smartphone-based real-time speech enhancement for improving hearing aids speech perception,” 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, pp. 5885-5888, doi: 10.1109/EMBC.2016.7592067.
SE: C. Vahanesa, C. K. A. Reddy and I. M. S. Panahi, “Improving quality and intelligibility of speech using single microphone for the broadband fMRI noise at low SNR,” 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, pp. 3674-3678, doi: 10.1109/EMBC.2016.7591525.
SE: C. K. A. Reddy, Y. Hao and I. Panahi, “Two microphones spectral-coherence based speech enhancement for hearing aids using smartphone as an assistive device,” 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, pp. 3670-3673, doi: 10.1109/EMBC.2016.7591524.
DOA: A. Ganguly, C. Reddy, Y. Hao and I. Panahi, “Improving Sound Localization for Hearing Aid Devices Using Smartphone Assisted Technology,” 2016 IEEE International Workshop on Signal Processing Systems (SiPS), 2016, pp. 165-170, doi: 10.1109/SiPS.2016.37.

* Paper received the “Bob Owens Best Student Paper Award at IEEE SiPS 2016 and Springer US”.

2015

AFC: Khoubrouy S.A., Panahi I., Hansen J., “Howling detection in hearing aids based on Generalized Teager-Kaiser operator,” IEEE Transactions on Audio, Speech, and Language Processing, VOL. 23, Issue 1, 2015, pp: 154-161.
AFC: Khoubrouy, S. A., & Panahi, I. M. (2016). An efficient delayless sub-band filtering for adaptive feedback compensation in hearing aid. Journal of Signal Processing Systems, 83(3), 401-409.
AFC: Khoubrouy S.A., Panahi I., “Criteria for estimating an FIR filter for cancelling the feedback path signal in hearing aid system,” EURASIP/Elsevier, European Journal of Signal Processing, Vol. 100, ISSN 0165-1684, July 2014, pages: 101-111.
FMIC: R. Pourreza-Shahri, S. Parris, F. Saki, I. Panahi and N. Kehtarnavaz, “From Simulink to smartphone: Signal processing application examples,” 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015, pp. 1861-1865, doi: 10.1109/ICASSP.2015.7178293.
SE: Y. Rao, C. Vahanesa, C. K. A. Reddy and I. M. S. Panahi, “Two-stage data-driven single channel speech enhancement with cepstral analysis pre-processing,” 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2015, pp. 702-706, doi: 10.1109/GlobalSIP.2015.7418287.
SE: C. K. A. Reddy, V. Montazeri, Y. Rao and I. M. S. Panahi, “Single channel speech enhancement technique for low SNR quasi-periodic noise based on reduced order linear prediction,” 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2015, pp. 712-716, doi: 10.1109/GlobalSIP.2015.7418289.
SE: A. Ganguly, I. Panahi and F. Dufour, “Exploring feedback active noise control with ambisonics,” 2015 IEEE Dallas Circuits and Systems Conference (DCAS), 2015, pp. 1-4, doi: 10.1109/DCAS.2015.7356601.
SE: A. Ganguly, C. K. A. Reddy and I. Panahi, “Improved Parallel Feedback Active noise control using linear prediction for adaptive noise decomposition,” 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015, pp. 664-668, doi: 10.1109/ICASSP.2015.7178052.

NEWS AND PRESS RELEASES:

2021

NIH-NIDCD, It’s a Noisy Planet, Protect their Hearing (nih.gov):

“Researchers Look to Smartphones to Improve Hearing in Noisy Places”

Audiology Worldnews:

“A smartphone app and wireless headphones will be enough to access hearing aids, claims one US university”

The Hearing Journal:

“Smartphone Technology: The Hub of a Basic Wireless Accessibility Plan”

The UTD Mercury Newspaper:

Software over hardware: researchers develop more accessible hearing aid – THE MERCURY (utdmercury.com)

Healthy Hearing:

“Hearing aids now come with artificial intelligence. What does that mean?”

UTD News:

“Researchers Develop Smart Apps To Help People with Hearing Loss”

2016

IEEE SIGNAL PROCESSING MAGAZINE, Jan 2016, Vol’ 33, Issue 1, pp: 11-13 and 162.

“A University of Texas at Dallas research project is investigating the possibility of using smartphones and similar mobile devices to augment the performance and use of hearing assist devices such as hearing aids, cochlear implants and personal sound amplifiers. ”

UTD News, Sep. 20, 2016:

“NIH Funds to Spur Development of Technology for Hearing Impaired”

2015

UTD News, February 6, 2015:

“Scientists Target Smartphone Technology to Improve Hearing Devices”

D. Up to Mid-Year 2018 - Technical Articles; Journals, Conferences, Magazines:

(155) Nikhil Shankar, Gautam Shreedhar Bhat, Chandan Karadagur Ananda Reddy, and Issa M. Panahi, “Noise

dependent coherence-super Gaussian based dual microphone speech enhancement for hearing aid

application using smartphone”, The Journal of the Acoustical Society of America (ASA) 143, 1806

(2018); https://doi.org/10.1121/1.5035916, 2018.

(154) Serkan Tokgoz, Yiya Hao, and Issa M. Panahi, “A hearing test simulator GUI for clinical testing”, The

Journal of the Acoustical Society of America (ASA) 143, 1815 , (2018) ;

https://doi.org/10.1121/1.5035952, 2018.

(153) Abdullah Küçük, Yiya Hao, Anshuman Ganguly, and Issa M. Panahi, “Stereo I/O frame- work for audio

signal processing on android platforms”, The Journal of the Acoustical Society of America (ASA) 143,

1955 (2018); https://doi.org/10.1121/1.5036421,2018.

(152) Parth Mishra, Serkan Tokgoz, and Issa M. Panahi, “Robust real-time implementation of adaptive feedback

cancellation using noise injection algorithm on smartphone”, The Journal of the Acoustical Society of

America (ASA) 143, 1956, (2018); https://doi.org/10.1121/1.5036422, 2018.

(151) Abdullah Küçük, Anshuman Ganguly, and Issa M. Panahi, “ Improved pre-filtering stages for GCC-based

direction of arrival estimation using smartphone”, The Journal of the Acoustical Society of

America (ASA) 143, 1956 (2018); https://doi.org/10.1121/1.5036425, 2018.

(150) Yiya Hao, Ziyan Zou, and Issa M. Panahi, “A robust smartphone based multi-channel dynamic-range

audio compressor for hearing aids”, The Journal of the Acoustical Society of America (ASA)143,

1961 (2018); https://doi.org/10.1121/1.5036448, 2018.

(149) Anshuman Ganguly, Abdullah Küçük, Issa Panahi, “Real-time Smartphone application for

improving spatial awareness of Hearing Assistive Devices”, 2018 40th Annual International

Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Year: 2018,

Page s: 433 – 436.

(148) Ziyan Zou ; Yiya Hao ; Issa Panahi, “Design of Compensated Multi-Channel Dynamic-Range

Compressor for Hearing Aid Devices using Polyphase Implementation”, 2018 40th Annual

International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC),Year:

2018, Page s: 429 – 432.

(147) Parth Mishra ; Serkan Tokgöz ; Issa M.S. Panahi, “Efficient Modeling of Acoustic Feedback Path in

Hearing Aids by Voice Activity Detector-Supervised Multiple Noise Injections”, 2018 40th Annual

International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Year:

2018, Page s: 3549 – 3552.

(146) Nikhil Shankar ; Abdullah Küçük ; Chandan K A Reddy ; Gautam S Bhat ; Issa M.S Panahi,

“Influence of MVDR beamformer on a Speech Enhancement based Smartphone application for

Hearing Aids”, 2018 40th Annual International Conference of the IEEE Engineering in Medicine

and Biology Society (EMBC), Year: 2018, Page s: 417 – 420.

(145) Gautam S Bhat ; Chandan K A Reddy ; Nikhil Shankar ; Issa M.S Panahi, “Smartphone based real-

time super Gaussian single microphone Speech Enhancement to improve intelligibility for hearing

aid users using formant information”, 2018 40th Annual International Conference of the IEEE

Engineering in Medicine and Biology Society (EMBC), Year: 2018, Page s: 5503 – 5506.

(144) Khoubrouy S.A. Panahi I., Hansen J., Howling detection in hearing aids based on Generalized Teager-

Kaiser operator, IEEE Transactions on Audio, Speech, and Language Processing, VOL. 23, Issue 1, 2015,

pp: 154-161.

(143) Khoubrouy S.A., Panahi I., Error Assessment of the Estimated Coefficients Obtained in System

Identification Technique, SIVIP, Journal of Signal, Image and Video Processing, Springer May 2014,

pp: 1121-1127, also, Springer.com, (DOI: 10.1007/s11760-014-0644-5).

(142) Bao H., Panahi I., A Perceptually Motivated Active Noise Control Design and Its Psychoacoustic Analysis,

ETRI Journal, Volume 35, Number 5, October 2013, pp:859-868,

· Recognized/Awarded as the Best Journal Paper of 2013 by the Electroics and Telecommunication

Research Institute (ETRI) Korea.

(141) Khoubrouy S.A., Panahi I.,Criteria for estimating an FIR filter for cancelling the feedback

path signal in hearing aid system, EURASIP/Elsevier, European Journal of Signal Processing, Vol. 100,

ISSN 0165-1684, July 2014, pages: 101-111.

(140) Khoubrouy S.A., Panahi I., A Method of Howling Detection in the Presence of Speech Signal,

Accepted - To appear in the Joural of Signal Processing, EURASIP/Elsevier, European Journal of Signal

Processing 2015, 7 pages.

(139) Khoubrouy S.A., Panahi I, An efficient delayless sub-band filtering for adaptive feedback compensation

In Hearing Aids, Accepted - To appear in the Journal of Signal Processing (Springer), 2015, 8 pages.

(138) R. Yousefi R., Nourani M., Ostadabas S. Panahi I., A Motion-Tolerant Adaptive Algorithm for

Wearable Photoplethysmographic Biosensors, IEEE, Journal of Biomedical and Health Informatics

(JBHI), VOL. 18, Issue 2, 2014, pp: 670-681.

(137) Kasbekar P., Wisler A. A., Panahi I., “A two-channel feedback active noise control system with

Delayless subband architecture to reduce compressor noise of an enclosed heating, ventilation and

air conditioning unit, Journal of Vibration and Control (JVC), EURASIP-Hindawi, August 2013, pp:1-13.

(136) Montazeri V., Pathak N., Panahi I., Two-channel multi-stage speech enhancement for noisy fMRI

environment, IEEE, Canadian Jour. of Electrical & Computer Eng. V. 36, Issue 2, 2013, pp:60-67.

(135) Kannan G., Panahi I., Briggs R.W., An Efficient Feedback Active Noise Control Algorithm Based on

Reduced-Order Linear Predictive Modeling of fMRI Acoustic Noise, IEEE Transaction on Biomedical

Engineering, Vol. 58, Issue: 12, pp: 3303-3309, 2011.

(134) Reddy R.M., Panahi I., Briggs R.W., “Hybrid FxRLS-FxNLMS Adaptive Algorithm for Active Noise

Control in fMRI Application”, IEEE Transaction on Control Systems Technology, Vol. 19, Issue 2, pp:

474-480, 2011.

(133) Bao H., Panahi I., “A Novel Feedforward Active Noise Control Structure with Spectrum- Tuning for

Residual Noise”, IEEE Transaction on Consumer Electronics,Vol 56, Issue 4, 2010, Page 2093-2097.

(132) Ramachandran V.R., Panahi I., Milani A.A., “Objective and subjective evaluation of adaptive speech

enhancement methods for functional MRI”, Journal of Magnetic Resonance Imaging (JMRI), Vol. 31, No.

1, Jan 2010, pp: 46-55.

(131) Milani A.A., Kannan G., Panahi I., Briggs R.W.,Optimal Design of Sub-band Active Noise Control

System with Application to fMRI Acoustic Noise, Elsevier-EURASIP, Journal of Signal Processing, Vol 90

(2010), pp:1153-1164.

(130) Panahi I., Efficient Positivity Test Algorithms for Parametric and Non-parametric Sequences, IEEE

Transaction on Signal Processing, Vol. 57, Issue 11, Nov. 2009, pp:4579- 4583.

(129) Milani A.A., Panahi I., Loizou P.C., A New Delayless Subband Adaptive Filtering Algorithm for Active

Noise Control Systems, IEEE Transaction on Audio, Speech and Language Processing, VOL. 17, Issue

5, July 2009, PP: 1038-1045 .

(128) Panahi I., On the existence of a class of invertible FIR filters for spectral shaping, EURASIP- Elsevier,

Journal of Signal Processing, VOL. 89, Issue 7, July 2009, pp: 1265-1270.

(127) Panahi I, Venkat K., A new class of invertible FIR filters for Spectral Shaping, EURASIP- Elsevier,

Journal of Signal Processing, VOL. 89, Issue 7, July 2009, pp:1271-1287.

(126) Panahi I., Venkat K. , Blind identification of multi-channel systems with Single input and unknown

orders, EURASIP- Elsevier, Journal of Signal Processing, Vol. 89, Issue 7, July 2009, pp:1288-1310.

(125) Kannan G., Panahi I., Briggs R.W., Sequentially Adapted Parallel Feed-forward Active Noise Control of

Noisy Sinusoidal Signals, Journal of Advances in Acoustics and Vibration, EURASIP-Signal Processing-

Hindawi, Volume 2009, 13 pages, 2009.

Article ID: 694 290, (http://www.hindawi.com/journals/aav/2009/694290.html)

(124) Panahi I., Kannan G., Factorizable state-space model for active optical structures with two-port

couplers, Optical Society of America, Applied Optics, Vol. 47, Issue 17, pp: 3185-3195, June , 2008.

(123) Tong J., MacFarlane D.L., Panahi I., Hunt L.R., Kannan G., Evans G., Christensen M., Direct Form I

Realization of Active Photonic Filters, Journal of Fiber and Integrated Optics, Vol. 26, pp: 201-215, 2007.

(122) Kannan G., Panahi I., MacFarlane D.L., Hunt L.R., Tong J., Ramakrishna V., Constantinescu T., Spears

N., Analysis and Design of Active Optical Filter Structures with Two-Port Couplers, IEEE Transaction,

Lightwave Technology, Journal of,Vol. 24, Issue 7, July 2006 Page(s): 2637– 2648.

(121) Panahi I., Toliyat H.L., An efficient processor-based online generation of time-optimal

Trajectories, IEEE Transaction on Control Systems Tech., Vol. 14, Issue 5, 2006, Page(s): 966 –973.

(120) Constantinescu T., Ramakrishna V., Spears N., Hunt L.R., Tong J., Panahi I., Kannan G., MacFarlane

D.L., Evens G., Christensen M.P., Composition Methods for Four-Port Couplers in Photonic Integrated

Circuitry, Journal of Optical Society of America, Vol. 23, No. 11, Nov. 2006. Page(s): 2919-2931.

(119) * Refereed ASA 2006 International Student Paper Competition/Award: Winner of the 2nd-

place: Milani A.A., Kannan G., Fligth Path of a Turboprop Airplane, International Student Challenge

Problem, Acoustic Society of America, May 2006.

* The paper won the 2nd place (Announced on Dec 8, 2006).

(118) Hunt L.R., Govindan V., Panahi I.,Tong J., Kannan G., MacFarlane D.L., Evans G.A., Active Optical

Lattice Filters, EURASIP, Journal on Applied Signal Processing, pp: 1452-1461, (10) 2005.

(117) MacFarlane D.L., Tong J., Fafadia C., Govindan V., Hunt L.R., Panahi I., Extended Lattice Filters

Enabled by Four Directional Couplers, Journal of Applied Optics, Vol. 43, issue 33, 2004, pp: 6124-

6133.

(116) Hajiaghajani M., Toliyat H.A., Panahi I., Advanced Fault Diagnosis of a DC Motor, IEEE Transaction

On Energy Conversion, Vol. 1, No. 1, pp: 60-65, March 2004.

(115) Panahi I., Yu Z., Arefeen M., Generate Advanced PWM Signals Using DSPs, Electronic Design

Magazine, May 1998. Circulation: 141,000 in North America.

(114) Panahi I., Arefeen M., Yu Z., DSPs Excel in Motor Control Applications, EDN (Engineering Design

News), 1997. Circulation: 134,000 in North America

(113) Panahi I., Masten M., High Speed DSP applications for Advanced Control Systems, Inter. Federation of

Automatic Control, Proceedings of IFAC96, Magazine, 1996..

(112) Panahi I., Horner T., Active Noise Control: An Emerging DSP Technology, Texas Instruments,

Proc. of TechTalk, Magazine, 1994.

(111) Restle R., Panahi I., DSPs Redefine Motion Control, Motion Control Magazine, Dec 1993.

* Circulation: 30,000 in North America.

(110) Anshuman Ganguly, Abdullah Küçük, Issa Panahi, “Real-time Smartphone application for

improving spatial awareness of Hearing Assistive Devices”, 2018 40th Annual International

Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Year: 2018,

Page s: 433 – 436.

(109) Ziyan Zou ; Yiya Hao ; Issa Panahi, “Design of Compensated Multi-Channel Dynamic-Range

Compressor for Hearing Aid Devices using Polyphase Implementation”, 2018 40th Annual

International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC),Year:

2018, Page s: 429 – 432.

(108) Parth Mishra ; Serkan Tokgöz ; Issa M.S. Panahi, “Efficient Modeling of Acoustic Feedback Path in

Hearing Aids by Voice Activity Detector-Supervised Multiple Noise Injections”, 2018 40th Annual

International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Year:

2018, Page s: 3549 – 3552.

(107) Nikhil Shankar ; Abdullah Küçük ; Chandan K A Reddy ; Gautam S Bhat ; Issa M.S Panahi,

“Influence of MVDR beamformer on a Speech Enhancement based Smartphone application for

Hearing Aids”, 2018 40th Annual International Conference of the IEEE Engineering in Medicine

and Biology Society (EMBC), Year: 2018, Page s: 417 – 420.

(106) Gautam S Bhat ; Chandan K A Reddy ; Nikhil Shankar ; Issa M.S Panahi, “Smartphone based real-

time super Gaussian single microphone Speech Enhancement to improve intelligibility for hearing

aid users using formant information”, 2018 40th Annual International Conference of the IEEE

Engineering in Medicine and Biology Society (EMBC), Year: 2018, Page s: 5503 – 5506.

(105) Smartphone-based real-time speech enhancement for improving hearing aids speech

perception, Yu Rao; Yiya Hao; Issa M. S. Panahi; Nasser Kehtarnavaz,

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology

Society (EMBC), Aug. Year: 2016, Pages: 5885 - 5888,

(104) Two microphones spectral-coherence based speech enhancement for hearing aids using

smartphone as an assistive device, Chandan K A Reddy; Yiya Hao; Issa Panahi,

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology

Society (EMBC), Aug. Year: 2016, Pages: 3670 – 3673

(103) Improving quality and intelligibility of speech using single microphone for the broadband

fMRI noise at low SNR, Chetan Vahanesa; Chandan K A Reddy; Issa M S Panahi,

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology

Society (EMBC), Aug. Year: 2016, Pages: 3674 - 3678,

(102) Smartphone-based real-time classification of noise signals using subband features and

random forest classifier, , Abhishek Sehgal, Issa Panahi, Nasser Kehtarnavaz,

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Aug. Year: 2016, Pages: 2204 - 2208,

(101) Smartphone-based noise adaptive speech enhancement for hearing aid applications, Issa

Panahi, Nasser Kehtarnavaz, Linda Thibodeau,

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology

Society (EMBC), Aug. Year: 2016, Pages: 85 - 88,

( 100) Improving Sound Localization for Hearing Aid Devices Using Smartphone Assisted

Technology, Anshuman Ganguly, Chandan Reddy, Yiya Hao, Issa Panahi,

2016 IEEE International Workshop on Signal Processing Systems (SiPS), Oct. 2016, pp:165 - 170,

* This paper won the “Bob Owens Best Student Paper Award at IEEE SiPS 2016 and Springer US”.

(99) Investigation of Improved Masking Noise for the Speech Privacy,

Allen Cho, Issa M S Panahi, International Inter-Noise 2016 Conference, Aug. 21, 2016, Germany.

(98) ICA based single microphone blind speech separation technique using non-linear estimation of

speech, Chandan K A Reddy, Anshuman Ganguly, Issa Panahi, Accepted/Appear in the IEEE Inter.

Conference on Acoustics, Speech and Signal Processing (ICASSP), March 2017.

(97) Smartphone-Based Open Research Platform for Hearing Improvement Studies, Issa M. Panahi,

Nasser Kehtarnavaz, Linda Thibodeau, Proceeding of Inter. Hearing Aid Conference (IHCON),

Aug. 2016.

(96) A. Ganguly, C.K.A. Reddy, I. Panahi, “Improved Parallel Feedback Active Noise Control Using Linear

Prediction for Adaptive Noise Decomposition”, IEEE, Proc. Intern. Conf on Acoustics, Speech, and Signal

Processing (ICASSP2015), April 20-25, 2015, 4 pages/In press.

(95) R. Pourreza-Shahri, S. Paris, F. Saki, I. Panahi, N. Kehtarnavaz, “ From Simulink to Smartphone: Signal

Processing Application Examples”, IEEE, Proc. Intern. Conf on Acoustics, Speech, and Signal Processing

(ICASSP2015), April 20-25, 2015, 4 pages/In press.

(94) A. Ganguly, S.H.K. Vemuri, I. Panahi, “Parallel Feedback Active Noise Control of MRI Acoustic Noise

with Signal Decomposition using Hybrid RLS-NLMS Adaptive Algorithms”, IEEE Engineering in Medicine

and Biology Society Conf. EMBC 2014, Aug. 26-30, 2014, pp: 3220-3223.

(93) A. Ganguly, S.H.K. Vemuri, I. Panahi, “Real-Time Remote Cancellation of Multi-Tones in an

Extended Acoustic Cavity using Directional Ultrasonic Loudspeakers”, IEEE Industrial Electronics Conf.,

IECON2014, Oct 29-Nov. 1, 2014, pp: 2445-2451.

(92) A. Ganguly, I. Panahi, “Parallel Feedback Active Noise Control Using Decomposition of Noise Signal”,

IEEE Industrial Electronics Conf., IECON2014, Oct 29-Nov. 1, 2014, pp:2432-2437.

(91) S. H. K. Vemuri, I. Panahi, “Hybrid RLS-NLMS Algorithm for Real-Time Remote Active Noise

Control using Directional UltraSonic LoudSpeaker”, IEEE Industrial Electronics Conf., IECON2014, Oct

29-Nov. 1, 2014, pp: 2418-2424.

(90) S. A. Khoubrouy, I. Panahi, N. Kehtarnavaz, “Howling Detection in Hearing Aids using Discrete Energy

Separation Algorithm-2 and Generalized Teager-Kaiser Operator”, Proceeding of the IEEE Conference,

Acoustics, Speech, and Signal Processing (ICASSP 2014), 2014, pp: 8202-8206.

(89) S.H. Krishna Vemuri, A. Gunguly, I. Panahi, “Real-Time Active Noise Control of Multi-tones and MRI

Acoustic Noise in fMRI Bore with Signal Decomposition and Parallel Hybrid RLS-NLMS Adaptive

Algorithms”, IEEE Circuit and Systems Conference (DCAS), 2014, pp: 1-4.

(88) A. Ganguly, S.H.K. Vemuri, I. Panahi, “Real-Time Remote Cancellation of Multi-Tones in an Extended

Acoustic Cavity Using Directional Ultrasonic Loudspeaker”, IEEE Industrial Electronics Society, IECON

2014, pp: 2445-2451.

(87) I. Panahi, “Development of ANC methods for fMRI rooms; Design challenges and algorithms”,

IEEE, Image and Signal Processing and Analysis (ISPA), 2013, 8^th International Symposium,

Sep. 2013, Italy, pp: 655-660.

Invited paper, Special Session on Active Noise Control, Italy.

(86) P. Kasebkar, A. Wisler, I. Panahi, “Real time reduction of HVAC noise using a FPGA”,

IEEE, Proceedings of the Southeast Conference, 2013, pp:1-5.

(85) V. Montazeri, S. A. Khoubrouy, I. Panahi, “A perceptually motivated estimator for speech enhancement”,

IEEE, Image and Signal Processing and Analysis (ISPA), 2013, 8^th International Symposium, Sep. 2013,

Italy, pp: 366-370.

(84) A.A. Wisler, I. Panahi, “Implementation of a real-time feedback active noise control system to cancel

noise within a 3-dimensional enclosure”, IEEE, Image and Signal Processing and Analysis (ISPA), 2013,

8^th International Symposium, Sep. 2013, Italy, pp: 651-654.

(83) S. A. Khoubrouy, I. Panahi, “Voice activation detection using Teager-Kaiser energy measure”,

IEEE, Image and Signal Processing and Analysis (ISPA), 2013, 8^th International Symposium,

Sep. 2013, Italy, pp: 388-392.

(82) T.S. Mirzahasanloo, N. Kehtarnavaz, I. Panahi, “Adding quiet and music detection capabilities to FDA-

approved cochlear implant research platform”, IEEE, Image and Signal Processing and Analysis (ISPA),

2013, 8^th International Symposium, Sep. 2013, Italy, pp: 399-403.

(81) R. Yousefi, M.Nourani, I. Panahi , “Adaptive cancellation of motion artifact in wearable bio- sensors”,

34th Annual International Conference of the IEEE EMBS, pp: 2004-2008, 2012.

(80) Soudeh Ardestani Khoubrouy, I. Panahi, Vahid Montazeri, "Order determination for the feedback path

estimator in hearing aid," Inter Noise 2012, pp. 529-537, 2012

(79) S.A. Khoubrouy, I. Panahi, "Improving misalignment for feedback path estimation in hearing aid

by multiple short-time noise injections”, IEEE, Engineering in Medicine and Biology Conf, EMBS

2012, pp. 5230-5233, 2012.

(78) S.A. Khoubrouy, I.M.S. Panahi,"Order selection of the hearing aid Feedback Canceller filter based on

its impulse response energy", IEEE, Engineering in Medicine and Biology Conf, EMBS, EMBS

2012, pp. 5218-5221, 2012.

(77) V. Montazeri, S.A. Khoubrouy, I.M.S. Panahi, "Evaluation of a new approach for speech

enhancement algorithms in hearing aids", IEEE, Engineering in Medicine and Biology Conf, EMBS

EMBS 2012, pp. 2857-2860, 2012.

(76) V. Montazeri, S.A. Khoubrouy, I.M.S. Panahi, "Evaluation of a new approach for speech

enhancement algorithms in hearing aids", IEEE, Engineering in Medicine and Biology Society

(EMBC), 2012 Annual International Conference of the IEEE , vol., no., pp.2857-2860, 2012.

(75) S. A. Khoubrouy, I. M.S. Panahi, V. Montazeri, “Order Determination for the Feedback Path

Estimator in Hearing Aid”, 41st International Congress and Exposition on Noise Control

Engineering (Inter-Noise), Aug., 2012.

(74) Kasbekar, P., Wisler, A., Panahi, I. (2012, March). “Real time reduction of HVAC noise using a

FPGA. In Southeastcon”, 2012 Proceedings of IEEE (pp. 1-5). IEEE.
(73) A. Wisler, I. Panahi, “Design of a three-channel feedback ANC system to cancel noise in a 3-

dimensional enclosure”, Institute of Noise Control Engineering, INTER-NOISE and NOISE-CON

Congress and Conference, Proceedings, Vol. 2012, No. 11, pp. 667-678). 2012.

(72) Hua Bao, Issa M.S. Panahi, “A New Structure with Spectrum-tuning of Residual Noise for Active

Noise Control”, 36th IEEE Inter. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), pp:

413-416, 2011.

(71) Soudeh A. Khoubrouy, Issa M.S. Panahi, “Adaptive Cancellation of Variable Feedback path for

Hearing Aid Using Misalignment-dependent step size values”, IEEE, Engineering in Medicine and

Biology Society,EMBC, 2011 Annual International Conference, pp: 7912 – 7915, 2011.

(70) Soudeh A. Khoubrouy, Issa M.S. Panahi, Ali A. Milani, “A New Delayless Sub-band Filtering

Method for Cancelling the Effect of Feedback Path in Hearing Aid Systems”, IEEE, Engineering in

Medicine and Biology Society,EMBC, 2011 Annual International Conf., pp: 7920 – 7923, 2011.

(69) N.P. Devineni, Issa M.S. Panahi, “Analysis and Real Time Implementation of 2-Channel

Adaptive Speech Enhancement Using LabView FPGA”,

Electro/Information Technology (EIT), 2011 IEEE International Conference on, pp: 1 – 4, 2011,

Digital Object Identifier: 10.1109/EIT.2011.5978582.

(68) N. P. Devineni, Issa M.S. Panahi, P. Kasbekar,,“Predictive Multi-Channel Feedback Active Noise

Control for HVAC Systems”, Electro/Information Technology (EIT), 2011 IEEE International Conference

on, pp:1-5, 2011, Digital Object Identifier: 10.1109/EIT.2011.5978581.

(67) S. A. Khoubrouy, I. M.S. Panahi,“A Comparative Analysis of Two Feedback Cancellation

Methods for Hearing Aid Using Speech Signal”, Southern Biomedical Engineering Conference 2011

April 29-May 1, 2010, 4 pages.

(66) G. Kannan, A.A. Milani, I. M.S. Panahi, N. Kehtarnavaz, “Performance Enhancement of

Adaptive Active Noise Control Systems for FMRI Machines”, IEEE Engineering in Medicine

and Biology Society(EMBC), 2010 Annual International Conf., E MBC-2010,2010, page

4327-4330.

(65) Hua Bao, Issa M.S. Panahi, , “Psychoacoustic Active Noise Control Based on Delayless

Subband Adaptive Filtering”, IEEE International Conference on Acoustics Speech and Signal

Processing (ICASSP) 2010, 2010, page 341-344.

(64) A. A. Milani, G. Kannan, I. M.S. Panahi,,“On the Maximum Achievable Noise Reduction in

ANC Systems”, IEEE International Conference on Acoustics Speech and Signal Processing

(ICASSP) 2010, 2010, page 349-352.

(63) V. Gopalakrishna, N. Kehtarnavaz, P. Loizou, I. Panahi, “Real-time Automatic Switching

Between Noise Suppression Algorithms for Deployment in Cochlear Implants”,

IEEE Engineering in Medicine and Biology Society(EMBC), 2010 Annual International

Conference, E MBC-2010,2010, page 863-866.

(62) Hua Bao, Issa M.S. Panahi, “Psychoacoustic Active Noise Control with ITU-R 468 Noise

Weighting and Its Sound Quality Analysis”, IEEE Engineering in Medicine and Biology

Society(EMBC), 2010 Annual International Conf., EMBC-2010,2010, page 4323-4326.

(61) O. Ibarra-Manzano, Y. S. Shmaliy, N. Kehtarnavaz, I. Panahi, P. Castro-Tinttori,

“Implementation of Unbiased FIR Filters with Low-Degree Polynomial Gains”,

EURASIP, European Signal Processing Conference (EUSIPCO-2010), 2010, Page 45-49

(60) Ali A. Milani, Govind Kannan, Issa M.S. Panahi,"A Multichannel Speech Enhancement Method for

Functional MRI Systems Using A Distributed Microphone Array", Proceeding of 31st Annual Inter.

Conference, IEEE EMBC09, Sep. 2009, pp: 6946-6949.

(59) N. Pathak, I.Panahi, P. Devineni, R. W. Briggs,"Real Time Speech Enhancement for the Noisy MRI

Environment", Proc.31st Annual International Conference, IEEE EMBC09, 2009, pp: 6950-6953.

(58) Hua Bao, Issa M.S. Panahi, "Using A-Weighting for Psychoacoustic Active Noise Control",

Proceeding of 31st Annual Inter.Conference, IEEE EMBC09, Sep. 2009, pp: 5701-5704.

(57) Nishank Pathak, Ali A. Milani, Issa Panahi, Richard W. Briggs,"Integrated Speech Enhancement for

Functional MRI Environment", Proc. 31st Annual Inter. Conf., IEEE EMBC09, Sep. 2009, pp: 2474-2477.

(56) Hua Bao, Issa M.S. Panahi,"Active Noise Control Based on Kernel Least-Mean-Square algorithm",

Proceeding of IEEE ASILOMAR 2009 Conference on Signals, Systems, and Computers,

Pacific Grove, CA, Nov 1-4, 2009, MP6-4.

(55) Govind Kannan, Ali.A.Milani, Issa Panahi, Richard W. Briggs,"Equalizing secondary path effects using

the periodicity of fMRI acoustic noise", Proc. 30th Annual Inter. Conf., IEEE EMBC08, 2008, pp:25-28.

(54) Rajiv M. Reddy, Issa M. S. Panahi,"Comparison between Hybrid Feedforward-Feedback, Feedforward,

and Feedback Structures for Active Noise Control of fMRI Noise", Proceeding of the 30th Annual Intern.

Conf., IEEE EMBC08, Aug. 2008, pp: 266-269.

(53) On Tsang, Ali Gholipour, Nasser Kehtarnavaz, Kaundinya Gopinath, R. Briggs, Issa Panahi,"Comparison

of tissue segmentation algorithms inneoroimaging analysis software tools", Proceeding of the 30th Annual

Intern. Conf., IEEE EMBC08, Aug. 2008, pp: 3924-3928.

(52) Ali Gholipour, Nasser Kehtarnavaz, Kaundinya Gopinath, Richard Briggs, Issa Panahi,"Average field

map image template for echo-planar image analysis", Proceeding of the 30^th Annual Inter. Conf., IEEE

EMBC08, Aug. 2008, pp: 94-97.

(51) Hua Bao, Issa M.S. Panahi, Philipos C. Loizou and Yi Hu,"Music injection for subjective speech

enhancement and the psychoacoustic pleasantness analysis", Proceedings of the Sensor, Signal and

Information Processing (SenSIP) Workshop, Sedona, AZ, May 11-14, 2008.

(50) G. Kannan, A.A. Milani, Issa M.S. Panahi,"Active noise control of noisy periodic signals using signal

separation", IEEE -ICASSP2008, pp:1617-1620, 2008.

(49) V.R. Ramachandran, I.M.S. Panahi, E. Perez,"Active reduction of high-level acoustic noise on a fMRI

test-bed using labview and FPGA platforms", IEEE -ICASSP2008, pp:1517-1520, 2008.

(48) A.A. Milani, G. Kannan, I.M.S. Panahi, "Weight stacking snalysis of delayless subband adaptive

algorithms for fMRI active noise cancellation", IEEE, EMBS Workshop, Dallas, pp: 134-137, 2007.

(47) R.M. Reddy, I.M.S. Panahi, R.W. Briggs,"Performance Comparison of FXRLS, FXAPA and FXLMS

Active Noise Cancellation Algorithms on An FMRI Bore Test-Bed", IEEE, EMBS Workshop, Dallas, pp:

130-133, 2007.

(46) W.Huang, I. Panahi, R. Briggs,"An iterative ICA method for separating fMRI acoustic noise components",

IEEE, EMBS Workshop, Dallas, pp: 1-4, 2007.

(45) H. Bao, I. Panahi, R. Briggs,"Blind Dereverberation for fMRI Noise Based on SIMO Linear Prediction

Method", 29th IEEE EMBS Ann. Inter. Conf., EMBC07, pp: 2831-2834, 2007.

(44) R. Reddy, I. Panahi, R. Briggs, “Analysis and Realization of an Active Noise Control System on DSP

Hardware Using an fMRI Bore Model", 29th IEEE EMBS, Ann. Inter. Conf. , pp: 3417-3420, 2007.

(43) A. Milani, I. Panahi, R. Briggs, "Distortion Analysis of Subband Adaptive Filtering Methods for fMRI

Active Noise Control", The 29th IEEE EMBS Ann. Inter. Conf. EMBC07, Aug. 2007, pp: 3296-3299.

(42) A. A. Milani, I.M.S. Panahi, R.Briggs,"Performance Analysis of Sub-band NLMS, APA and RLS in

fMRI Active Noise Control with a Non-minimum Secondary Path", IEEE ICASSP 2007, pp: II-353 to II-

356, 2007.

(41) V. R. Ramachandran, G. Kannan, A. A. Milani, I.M.S. Panahi, “Speech Enhancement in Functional MRI

Environment using Adaptive Sub-Band Algorithms”, IEEE ICASSP 2007, pp: II-341 to II-344, 2007.

(40) W. Huang, I. M.S. Panahi, “Anti-collusion Fingerprinting Scheme Based on Error Correction Ability of

Nonlinear Combinatorial Code”, SPIE - Defense and Security Symposium, Orlando, FA, 2007. Proc.

Vol. 6577, Wireless Sensing and Processing II, 65770I (April 25, 2007);

DOI:10.1117/12.724260; http://dx.doi.org/10.1117/12.724260

(39) N. Kim, H.A. Toliyat, I. M. Panahi, M-H Kim, “BLDC Motor Control Algorithms for Low-Cost

Industrial Applications”, IEEE APEC2007, pp: 1400-1405, Los Angeles, CA, 2007.

(38) A.A. Milani, I. Panahi, R. Briggs, “LMS-based Active Noise Cancellation Methods for fMRI Using Sub-

band Filtering”, IEEE Engineering in Medicine and Biology Society, EMBS’06 28th Annual International

Conference of the IEEE Conf., pp: 513-516, 2006.

(37) K. Venkat, I.M.S Panahi, “SIMO Blind System Identification and Order Determination”, IEEE ICASSP

2006 Proceedings, Vol. 3, pp: III-121 to III-124, 2006.

(36) V. Ramachandran, I.M.S. Panahi, Y. Hu, P.C. Loizou, R.W. Briggs, S.R. McCaslin, “Multi-Band

Speech Enhancement for Functional MRI”, IEEE ICASSP2006 Proceedings of, Vol. 3, pp: III-1204 to

III-1207, 2006.

(35) D. L. MacFarlane, J. Tong, L. R. Hunt, I. Panahi, K. Wade, G. A. Evans, M. P. Christensen, “Direct Form

I Active Optical Filters Realized in an Integrated Photonic Architecture”, IEEE 13th Intern. Conf.

Electronics, Circuits & Systems, ICECS 2006, pp:1129-1132, Nice, France, 2006.

(34) D. MacFarlane, J. Tomg, L.R. Hunt, I. Panahi, K. Wade, M. Pershave, G.A. Evans, M.P.

Christensen, “Programmable Photonic Integrated Circuitry for Optical Signal Processing”, Frontiers in

Optics 2006, The 90th Optical Soc. of America, Annual Meeting, Rochester, NY, 2006.

(33) V. R. Ramachandran, G. Kannan, A. A. Milani, I.M.S. Panahi, R. Briggs, “Multi-Band Speech

Enhancement for fMRI”, UT-DFW Initiative for Biological Science & Engineering, UT Metroplex

Days, UTD-UTA-UTSW, UTSW Nov. 29, UTA Dec. 4, UTD Dec. 11, 2006.

(32) A. A. Milani, I.M.S. Panahi, G. Kannan, R.Briggs, “Active Noise Control Methods forf MRI Using

Subband Filtering Techniques”, UT-DFW Initiative for Biological Science& Engineering, UT

Metroplex Days, UTD-UTA-UTSW, UTSW, Nov. 29, UTA Dec. 4, UTD Dec. 11, 2006.

(31) J. Tong, D. L. MacFarlane, Issa Panahi, R. L. Hunt, J. K. Wade, G. A. Evans, M. P.

Christensen,“Direct Form I realization of Active Photonic Filters”, International Symposium on

Nanomaterials, JSPS-UNT Joint Symposium on Nanoscale Materials for Optoelectronics and

Biotechnology, UNT, Denton, TX, 2006.

(30) S. Ganesan, I. Panahi, “An Efficient Finite Positivity Test Algorithm For Statistical Signal Processing

Applications”, IEEE, Statistical Signal Processing Workshop, France, pp: 805-810, 2005.

(29) I. Panahi, K. Venkat, “A Class of Quadratic FIR Filters with Applications to Spectral Shaping and

Narrow band Generation”, IEEE, Statistical Signal Processing Workshop, France, pp: 817-822, 2005.

(28) Issa Panahi, G. Kannan, L.R. Hunt, D.L. MacFarlane, J. Tomg, N. Spears, “Analysis and Synthesis of

Optical Lattice Filters with Adjustable Gains”, IEEE, LEOS Conf., Summer Tropical Meetings, 2005

Digest of, CA, USA, pp 181-182.

(27) L.R. Hunt, N. Spears, T. Constantinescu, G. Kannan, D.L. MacFarlane, I. Panahi, V. Ramakrishna, J.

Tomg, “Active Optical Lattice Filters as Programmable ODE Solvers”, IEEE, LEOS Conference, San

Diego, Summer Tropical Meeting, Digest of, CA, USA, pp: 185-186, 2005.

(26) D.L. MacFarlane, J. Tomg , L.R. Hunt, I. Panahi, T. Constantinescu,V. Ramakrishna, “Active Optical

Lattice Filters”, IEEE, LEOS Conference, San Diego, CA, USA, TuC3.2 (Invited), pp: 43-44, 2005.

(25) I. Panahi, G. Kannan, L.R. Hunt, D.L. MacFarlane, J. Tong, “Lattice Filter With Adjustable Gains and Its

Applications in Optical Signal Processing”, IEEE, Statistical Signal Processing Workshop, France, pp:

321-326, 2005.

(24) D. L. MacFarlane, G. E. Evans, M. P. Christensen, I. M.S. Panahi, L. R. Hunt, “Analog Chip Scale

Photonics”, Invited Paper, Proceedings of Optical Society of America, 2004.

(23) N. Kehtarnavaz, N. Kim, I. Panahi, “Digital Signal Processing System Design: Using LabVIEW and

TMS320C6000”, 23th IEEE Signal Processing Education Workshop, 11th Digital Signal Processing

Workshop, 2004, IEEE Conference, pp: 10-14, 2004.

(22) D.L. MacFarlane, J. Tong, L.R. Hunt, I. Panahi, M. Christensen, G. Evans, “Two Dimensional Optical

Lattice Filters”, European Conference on Optical Communication, ECOC2004, 2004.

(21) B. Huo, A.M. Trzynadlowski, I. Panahi, A. Mohammed, Z. Yu “Novel Random Pulse Width Modulation

with Constant Sampling Frequency Based on the TMS320F240 DSP Controller”, Industrial Electronics

Society, IECON 1999, Proc., The 25th Annu. Conf. of the IEEE, Vol. 1, pp: 342-347 Vol1, 1999.

(20) F. Pourboghrat and I. Panahi, "Adaptive Neural Controller for Induction Motors", Proc. World

Automation Congress (WAC 2000), Maui, Hawaii, June 2000.

(https://www2.lirmm.fr/lirmm/interne/BIBLI/CDROM/ROB/2000/WAC2000/pdf/isiac017.PDF)

(19) F. Pourboghrat and I. Panahi, "Adaptive Control of Induction Motors without Flux Measurement and with

Unknown Load and Rotor Resistance”, Proc. World Automation Congress (WAC 2000), June 2000.

(https://www2.lirmm.fr/lirmm/interne/BIBLI/CDROM/ROB/2000/WAC2000/pdf/isiac019.PDF)

(18) Z. Yu, I. Panahi, “New Motor and Motion Control DSPs”, Hong Kong, Intern. Robotics and Control

Symposium, 1999.

(17) F. Pourboghrat, I. Panahi,"Adaptive Control of Induction Motors with Unknown Load and Rotor

Resistance", DSPS Fest ’99, TI’s DSP Educators Conference, Houston, TX, 1999.

(16) G. Suresh, B. Fahimi, K.M. Rahman, M. Ehsani, I. Panahi, “Four-quadrant sensorless SRM drive with

high accuracy at all speeds”, IEEE, Applied Power Electronics Conf. & Expos., 14th Annual, APEC’99,

Vol. 2, pp:1226-1231, 1999.

(15) M. Ehsani, I. Panahi, M. Masten, “Stiff System Control: A new concept in real time control”, IEEE,

Intern. American Control Conference, Proc., Vol. 3, pp: 2125-2136, 1999.

(14) " F. Pourboghrat and I. Panahi, “Adaptive Control of Induction Motors Using DSPs”, DSPS Fest ’98, TI’s

DSP Educators Conference, Digital Control Symposium, Houston, TX, 1998.

(13) B. Fahimi, G. Suresh, J.P. Johnson, M. Ehsani, I. Panahi, M. Arefeen, “Self-Tuning Control of Switched

Reluctance Motors for Optimized Torque per Ampere at all Operating Points”, IEEE, Applied Power

Electronics Conf. & Expo., 1998, 13th Annual, Vo.l 2, pp: 778-783, APEC’98, 1998.

(12) F. Pourboghrat and I. Panahi, “DSP-Based Self-Sensing Actuator for Active Vibration Control”, DSPS

Fest ’98, Conf., TI’s DSP Educators Conference, Digital Control Symposium, Houston, TX, 1998.

(11) D.S. Shet, H.A. Toliyat, N. Kehtarnavaz, I. Panahi, M.S. Arefeen, “Position Sensor-less Control of

Surface Mount Permanent Magnet AC (PMAC) Motors using DSP”, Proceedings of Texas Instrument

DSPS Fest Conference 1998, Houston, Texas, 1998.

(10) I. Panahi, Z. Yu, M. Arefeen, “A Review of Three PWM Techniques”, IEEE, Proc. of American Control

Conf. – IEEE ACC, Vol 1, pp: 257-261, 1997.

(9) F. Pourboghrat, I. Panahi, “Induction Motor Control without Flux Measurements”, Proc. of Intern.

IASTED Control ’97 Conf. , pp. 102-104, Cancun, Mexico, 1997.

(8) F. Pourboghrat and I. Panahi, “Induction Motor Control With Flux Observers”, Proc. DSPS Fest Conf.,

Texas Instruments, Houston, TX, 1997.

(7) K. M. Chung, I. Panahi, “Real Time Implementation of Active Noise Control Methods on an Acoustic Duct

System”, Proceedings of IEEE- ACC’96 Conference, Beijin, China, 1996.

(6) F. Pourboghrat, I. Panahi, "Induction Motor Control Without Flux Measurements using DSP Chips",

Proc.7th Int. Conf. on Signal Processing Applications and Technology (ICSPAT), Dallas, TX, 1996.

(5) I. Panahi, M. Masten, “Real Time Control Systems with DSP”, IEEE, International Federation of

Automatic Control – 13th World Congress, IFAC 1996.

(4) “M, Masten, I. Panahi,, “Digital Signal Processor: A Control Element”, IEEE American Control

Conference, Proc. of ACC’95, Vol. 1, pp: 470-474, 1997.

(3) S. M. Kuo, I. Panahi, M. Nadeski, T. Horner, J. Chyan, “Finite Precision Effects on Performance of

Active Noise Control Systems Using TMS320 DSPs”, Inter. Conf. Signal Processing Applic. & Tech.,

pp:1268-1271, Dallas, TX, 1994.

(2) F. Pourboghrat and I. Panahi, "Induction Motor Control using TMS320 DSP Chips", 5th Int. Conf., Signal

Processing Applications & Technology (ICSPAT), Dallas, TX, 1994.

(1) S. M. Kuo, M. Nadeski, T. Horner, J. Chyan, I. Panahi, “Fixed-point DSP implementation of Active Noise

Control Systems”, Proc. NOISE-CON’94 Conference, pages: 337-342, 1994.

E. Manuals and Technical Documentations:

35) A.Ganguly, A. Kucuk, I. Panahi, “Direction of Arrival estimation Technical documentation- version 2”, 7

pages, May 2018, on the SSPRL NIH Website

34) A.Ganguly, A. Kucuk, I. Panahi, “Direction of Arrival estimation”, User Guide version 2, 16 pages, April 2018,

on the SSPRL NIH Website

33) Parth Mishra, Serkan Tokgoz, Issa Panahi, “Robust Real-Time Implementation of Adaptive Feedback

Cancellation using Noise Injection Algorithm on Smartphone”, March 2018, on the SSPRL NIH Website

32) S. Tokgoz, I. Panahi, “USER GUIDE FOR MATLAB BASED HEARING TEST SIMULATOR GUI FOR

CLINICAL TESTING”, March 2018, on the SSPRL NIH Website

31) Chandan K A Reddy, Gautam S Bhat, Nikhil Shankar, Issa Panahi, “Neural Network based DOA Estimation

as an Application to Two-Microphone Blind Speech Separation”, May 2018, 6 pages, on the SSPRL NIH

Website

30) Chandan K A Reddy, Nikhil Shankar, Gautam Shreedhar Bhat, and Issa Panahi, User guide for

“SGJMAP Speech enhancement implementation on iOS platform for hearing aid applications”,

May 1, 2018, 19 Pages, on the SSPRL NIH Website

29) Nikhil Shankar, Abdullah Kucuk, Gautam Shreedhar Bhat, C.K.A. Reddy, Issa Panahi, User guide for

“Influence of MVDR Beamformer on Speech enhancement on Android Smartphone for hearing aid

applications”, May 1, 2018, 14 pages, on the SSPRL NIH Website

28) Nikhil Shankar, Yiya Hao, and Issa Panahi , User guide for “ Integrated application on Speech enhancement

and Compression on iOS platform for hearing aid applications”, May 1, 2018, 20 pages, on the SSPRL NIH

Website.

27) A. Ganguly, A. Kucuk, I. Panahi, “Direction of Arrival estimation” User Guide version 2, 16 pages, April

2018, on the SSPRL NIH Website.

26) Gautam Shreedhar Bhat, Chandan KA Reddy, Nikhil Shankar, Issa Panahi, User guide for “Formant based

Log MMSE Speech enhancement implementation on ios platform for hearing aid applications”, May 2018,

20 pages, on the SSPRL NIH Website.

25) C. Karadagur Ananda Reddy, N. Shankar, G. Shreedhar Bhat, R. Charan and I. Panahi, Technical

documentation, “An Individualized Super-Gaussian Single Microphone Speech Enhancement for Hearing Aid

Users with Smartphone as an Assistive Device”. May 2018, 3 pages, on the SSPRL NIH Website.

24) Gautam Shreedhar Bhat, C.K.A. Reddy, N. Shankar, and Issa Panahi, Technical documentation, “Smartphone

based real time Super Gaussian Speech enhancement to improve intelligibility for hearing aid users using

formant information”, May 2018, 2 pages, on the SSPRL NIH Website.

23) Gautam Shreedhar Bhat, N. Shankar, C. K. A. Reddy, Issa Panahi, Technical documentation, “Formant

Frequency-based Speech Enhancement technique to improve intelligibility for hearing aid users with

smartphone as an assistive device”, May 2018, 2 pages, on the SSPRL NIH Website.

22) Gautam Shreedhar Bhat, Chandan KA Reddy, Nikhil Shankar, Issa Panahi, User Guide, “Formant

Based SGJMAP Speech enhancement implementation on ios platform for hearing aid applications”,

May 2018, 20 pages, on the SSPRL NIH Website.

21) Chandan K A Reddy, Nikhil Shankar, Issa Panahi, “cJMAP SPEECH ENHANCEMENT

IMPLEMENTATION ON iOS PLATFORM FOR HEARING AID APPLICATIONS;

Objective C shell for iOS app development using either SuperPowered or Core Audio”,

Technical Manual, Statistical Signal Processing Research lab (SSPRL), University of

Texas at Dallas, March 2017, www.utdallas.edu/ssprl/hearing-aid-project/

20) Chandan K A Reddy, Nikhil Shankar, Gautam Shreedhar Bhat, and Issa Panahi, “ SGJMAP SPEECH

ENHANCEMENT IMPLEMENTATION ON iOS PLATFORM FOR HEARING AID APPLICATIONS;

Objective C shell for iOS app development using either SuperPowered or Core Audio”, Technical Manual,

Statistical Signal Processing Research lab (SSPRL), University of Texas at Dallas, May 2018,

www.utdallas.edu/ssprl/hearing-aid-project/

19) Gautam Shreedhar Bhat, Chandan K A Reddy, Nikhil Shankar, Issa Panahi, “FORMANT BASED

SGJMAP SPEECH ENHANCEMENT IMPLEMENTATION ON iOS PLATFORM FOR HEARING

AID APPLICATIONS; Objective C shell for iOS app development using either SuperPowered or Core

Audio”, Technical Manual, Statistical Signal Processing Research lab (SSPRL), University of Texas at

Dallas, April 2018, www.utdallas.edu/ssprl/hearing-aid-project/

18) Gautam Shreedhar Bhat, Chandan KA Reddy, Nikhil Shankar, Issa Panahi, “FORMANT BASED

LOG MMSE SPEECH ENHANCEMENT IMPLEMENTATION ON iOS PLATFORM FOR HEARING

AID APPLICATIONS; Objective C shell for iOS app development using either SuperPowered or Core

Audio”, Technical Manual, Statistical Signal Processing Research lab (SSPRL), University of Texas at

Dallas, April 2018, www.utdallas.edu/ssprl/hearing-aid-project/

17) Nikhil Shankar, Abdullah Kucuk, Gautam S. Bhat, Chandan Reddy, Issa Panahi,”INFLUENCE OF

MVDR BEAMFORMER ON SPEECH ENHANCEMENT ON ANDROID SMARTPHONE FOR

HEARING AID APPLICATIONS”, Technical Manual, Statistical Signal Processing Research lab

(SSPRL), University of Texas at Dallas, May 2018, www.utdallas.edu/ssprl/hearing-aid-project/

16) Anshuman Ganguly, Abdullah Kucuk, Yiya Hao, Issa Panahi, “TWO MICROPHONE DIRECTION

OF ARRIVAL ESTIMATION ON ANDROID SMARTPHONE FOR HEARING AID

APPLICATIONS”, Technical Manual, Statistical Signal Processing Research lab (SSPRL), University of

Texas at Dallas, May 2018, May 2018, www.utdallas.edu/ssprl/hearing-aid-project/.

15) Yiya Hao, Ram Charan, Gautam Shreedhar Bhat, Issa Panahi, “MUTIL-CHANNEL COMPRESSION

HEARING AIDS ON IOS PLATFORM FOR HEARING AID APPLICATIONS; Using SuperPowered

SDK to Complete Implementation on Apple iPhone 7”, Technical Manual, Statistical Signal Processing

Research lab (SSPRL), University of Texas at Dallas, May 2018,

www.utdallas.edu/ssprl/hearing-aid-project/.

14) Yiya Hao, Ziyan Zou, Issa Panahi, ‘EQUALIZATION BASED MUTIL-CHANNEL

COMPRESSION ON ANDROID PLATFORM FOR HEARING AID APPLICATIONS;

Using SuperPowered SDK to Complete Implementation on Android Google Pixel”, Technical Manual,

Statistical Signal Processing Research lab (SSPRL), University of Texas at Dallas, April 2018,

www.utdallas.edu/ssprl/hearing-aid-project/.

13) Yiya Hao, Ziyan Zou, Issa Panahi,“FILTER BANK BASED MUTIL-CHANNEL COMPRESSION

ON ANDROID PLATFORM FOR HEARING AID APPLICATIONS Using SuperPowered SDK to

Complete Implementation on Android Google Pixel”, Technical Manual, Statistical Signal Processing

Research lab (SSPRL), University of Texas at Dallas, April 2018,

www.utdallas.edu/ssprl/hearing-aid-project/.

12) Parth Mishra, Anshuman Ganguly, Nikhil Shankar, Issa Panahi, “PREDICTION ERROR METHOD

OF ADAPTIVE FEEDBACK CANCELLER ON iOS PLATFORM FOR HEARING AID

APPLICATIONS”, Technical Manual, Statistical Signal Processing Research lab (SSPRL), University of

Texas at Dallas, May 2017, www.utdallas.edu/ssprl/hearing-aid-project/.

11) Parth Mishra, Serkan Tokgoz, Issa Panahi, “SMARTPHONE BASED REAL-TIME ACOUSTIC

FEEDBACK CANCELLATION SYSTEM”, Technical Manual, Statistical Signal Processing Research

lab (SSPRL), University of Texas at Dallas, May 2018, www.utdallas.edu/ssprl/hearing-aid-project/.

10) Nikhil Shankar, Yiya Hao, Issa Panahi, “INTEGRATED APPLICATION OF SPEECH

ENHANCEMENT AND COMPRESSION ON iOS PLATFORM FOR HEARING AID

APPLICATIONS; Objective C shell for iOS app development using either SuperPowered or Core Audio”,

Technical Manual, Statistical Signal Processing Research lab (SSPRL), University of Texas at Dallas,

May 2018, www.utdallas.edu/ssprl/hearing-aid-project/.

9) Serkan Tokgoz, Issa Panahi, “MATLAB BASED HEARING TEST SIMULATOR GUI FOR

CLINICAL TESTING”, Technical Manual, Statistical Signal Processing Research lab (SSPRL),

University of Texas at Dallas, April 2018, www.utdallas.edu/ssprl/hearing-aid-project/.

8) Chandan K A Reddy, Issa Panahi, “TECHNICAL DOCUMENTATION cJMAP SINGLE

MICROPHONE SPEECH ENHANCEMENT”, Technical Manual, Statistical Signal Processing Research

lab (SSPRL), University of Texas at Dallas, May 2017, www.utdallas.edu/ssprl/hearing-aid-project/.

7) Anshuman Ganguly, Abdullah Kucuk, Issa Panahi, “Architecture for Two microphone Direction Of

Arrival (DOA) Estimation for Smartphone; Version 2”, Technical Manual, Statistical Signal Processing

Research lab (SSPRL), University of Texas at Dallas, April 2018,

www.utdallas.edu/ssprl/hearing-aid-project/.

6) Anshuman Ganguly, Yiya Hao , Issa Panahi, “8 Microphone Direction of Arrival(DOA) Estimation;

Architecture for Eight microphone DOA for Raspberry Pi, Ver. 1”, Technical Manual, Statistical Signal

Processing Research lab (SSPRL), University of Texas at Dallas, April 2018,

www.utdallas.edu/ssprl/hearing-aid-project/

5) Chandan K A Reddy, Gautam S Bhat, Nikhil Shankar, Issa Panahi, “Neural Network based DOA

Estimation as an Application to Two-Microphone Blind Speech Separation”, Technical Manual, Statistical

Signal Processing Research lab (SSPRL), University of Texas at Dallas, April 2018,

www.utdallas.edu/ssprl/hearing-aid-project/

4) Yiya Hao, Ram Charan, Gautam Shreedhar Bhat, Issa Panahi, “MUTILCHANNEL

COMPRESSION HEARING AIDS FOR HEARING AID APPLICATIONS”, Technical Manual,

Statistical Signal Processing Research lab (SSPRL), University of Texas at Dallas, March 2017,

www.utdallas.edu/ssprl/hearing-aid-project/ .

3) Parth Mishra, Anshuman Ganguly, Abdullah Kucuk, Issa Panahi, “Unsupervised Noise-Aware

Adaptive Feedback Cancellation for Hearing Aid Devices under Noisy Speech Framework”, Technical

Manual, Statistical Signal Processing Research lab (SSPRL), University of Texas at Dallas, March 2017,

www.utdallas.edu/ssprl/hearing-aid-project/ .

2) Parth Mishra, Serkan Tokgoz, Issa Panahi, “Robust Real-Time Implementation of Adaptive

Feedback Cancellation using Noise Injection Algorithm on Smartphone”, Technical Manual, Statistical

Signal Processing Research lab (SSPRL), University of Texas at Dallas, May 2018,

www.utdallas.edu/ssprl/hearing-aid-project/ .

1) Parth Mishra, Serkan Tokgoz, Issa Panahi, “Efficient Modeling of Acoustic Feedback Path in

Hearing Aids by Voice Activity Detector-Supervised Multiple Noise Injections”, Technical Manual,

Statistical Signal Processing Research lab (SSPRL), University of Texas at Dallas, May 2018,

www.utdallas.edu/ssprl/hearing-aid-project/

E. Invited Seminars/Presentations/Conference Papers:

(32) A.Kucuk, A.Ganguly, Z. Zou, I. Panahi, Video demo of DOA estimation version 2

(logMMSE + GCC + Spectral Flux VAD), April 2018, on the SSPRL NIH Website.

(31) A.Kucuk, A.Ganguly, S. Tokgoz, Z. Zou, I. Panahi, Video demo of DOA estimation version 3

(logMMSE + GCC + Adaptive Thresholding VAD), April 2018, on the SSPRL NIH Website.

(30) Nikhil Shankar, Gautam S Bhat, Chandan K A Reddy, Issa M.S Panahi, Audio/Video Demo, “Noise

dependent Super Gaussian-Coherence based dual microphone Speech Enhancement for hearing aid

application using smartphone”, May 1, 2018, on the SSPRL NIH Website.

(29) K. Patel, I. Panahi, “Acoustic Feedback Cancellation in Smartphone Devices”, Audio and Video

Demos, December 2018, on the SSPRL NIH Website.

(28) “Active Noise Cancellation; New Approches”, (Oct.19-26, 2014), Dept. of ECE, Kansai

University, Osaka, Japan.

(27) “Signal Processing Techniques for Reduction of Acoustic Noise and Enhancement of Speech

for applications in fMRI/MRI Room and Hearing Aids”, (Nov. 20-21, 2014), Dept. of ECE,

University of Minnesota, Minneapolis, Minnesota, USA.

(26) IEEE ISPA 2013, Trieste, Italy, Sep 2013, “Development of ANC methods for fMRI rooms;

Design challenges and algorithms”, 2013.

(25) TxMRC (Texas Medical Research Collaboration), Oct. 2013, “Computerized Automated Pump and

Monitoring System for Fetal Blood Transfusion”, 2013.

(24) NI-Week Conference, Austin, TX, Aug. 3-7, 2008, "Music injection for subjective speech

enhancement and the psychoacoustic pleasantness analysis", and "Parallel Active noise cancellation

techniques", and "Realization & Comparison of Hybrid Active Noise Control Methods".

(23) Drexel University, Seminar inivited by Prof. Athina Petropulu, Dept. of ECE , Nov. 9, 2007,

"Noise reduction, speech enhancement , and Blind Source Separation for MRI acoustic noise".

(22) University of Rhode Island, Seminar invited by Prof. Steven Kay, Dept. of ECE, Nov. 7, 2007,

" Active noise reduction and speech enhancement for fMRI".

(21) Villanova University, Seminar invited by Prof. Moeness Amin, Dept. of ECE, Nov. 8, 2007,

" Subband filtering for active noise reduction and speech enhancement for acoustic fMRI signals".

(20) UT Arlington, Seminar Invited by Prof. K. Behbehani , Bioengineering Dept. Oct. 26, 2007,

" Active noise control and speech enhancement techniques".

(19) University of North Texas, IEEE-Sig. Proc Seminar, Guest Speaker, Oct. 19, 2007,

" Reduction of fMRI acoustic noise and improvement of auditory communications".

(18) Issa Panahi, "Real-Time Acoustic Noise Cancellation and Speech Enhancement for fMRI",

Signal Processing Workshop, National Instruments International Conference, NI-Week Conf.,

Austin, Texas, USA, Aug 6-8, 2007.

(17) Issa Panahi, “Signal Processing Analysis and Synthesis of Passive and Active Optical Lattice

Filter Structures”, Invited One-Day Session, DARPA, Washington DC, USA, Aug , 2006.

(16) Issa Panahi, “Signal Processing Methods and Algorithm Implementations Using Photonic

Integrated Circuitries”, Invited Session, DARPA One-Day Application Specific Workshop,

Washington DC, Aug. 22, 2006.

(15) V. R. Ramachandran, G. Kannan, A. A. Milani, I.M.S. Panahi, R. Briggs, “Multi-Band Speech

Enhancement for fMRI”, UT-DFW Initiative for Biological Science & Engineering, UT Metroplex

Days, UTD-UTA-UTSW, UTSW Nov. 29, UTA Dec. 4, UTD Dec. 11, 2006.

(14) A. A. Milani, I.M.S. Panahi, G. Kannan, R.Briggs, “Active Noise Control Methods for f MRI Using

Subband Filtering Techniques”, UT-DFW Initiative for Biological Science & Engineering, UT

Metroplex Days, UTD-UTA-UTSW, UTSW, Nov. 29, UTA Dec. 4, UTD Dec. 11, 2006.

(13) I.M.S. Panahi, A.A. Milani, “Active Reduction of Noise and Enhancement of Speech in fMRI

Environment”, UTSW Medical Center, Nov. 1, 2006.

(12) I.M.S Panahi, A.A. Milani, “Development of ANC and SE for fMRI Using LabVIEW”, National

Instruments, Austin, TX, June, 15, 2006.

(11) Issa Panahi, “Single Input, Multiple Output Blind System Identification”, Dept. of Electrical Engineering,

Southern Methodist University (SMU), Dallas, Mar 7, 2006.

(10) I. M.S. Panahi, “Acoustic Arrays and Blind Source Seapartion”, Dept. of Electrical Engineering -

Villanova University and Benjamin Franklin Institute, Villanova, PA, June 6, 7 , 2005.

(9) Issa M. S. Panahi,“One-Dimensional Optical Lattice Filters with Adjustable Gains: Stability Analysis”,

Invited Seminar, Department of Mathematics, UTD, Sep. 22, 2004.

(8) Issa Panahi, “DSP Applications in Embedded Systems and Control”, 5th Annual Mechatronic Systems

Industrial Advisory Board Meeting, Ohio State University, Columbus, Ohio, Sep 30, 1999.

(7) I. Panahi, “Digital Signal Processors in Motor Control Applications”, Rice University, Electrical and

Computer Engineering Colloquia and Seminars, April, 1997.

(6) I. Panahi, “TMS320C24x DSP Controllers and Applications”, Texas A&M University, Department of

Electrical Engineering, 1997.

(5) I. Panahi, “TMS320C/F24xx DSP Architecture-A System On Chip Design”, Dept. of EE, University of

Wisconsin-Madison, Dept. of Electrical Engineering, 1997.

(4) I. Panahi, “DSP Applications in Sensorless Motor Control Systems”, Department of Electrical Engineering,

University of Nevada-Reno, Dept. of Electrical Engineering, 1997.

(3) I. Panahi, “Digital Signal Processing for Power Electronic Applications Using DSPs”, National Univ. of

Taiwan, Taipie, Dept. of Electrical Engineering, Taiwan, 1997.

(2) I. Panahi, “Applications of the Dedicated Peripherals of the TMS320C/F24xx Family of DSPs”, Nagoya

Institute of Technology, Dept. of Electrical Engineering, Nagoya, Japan, 1996.

(1) I. Panahi, Key-note Speaker from Industry, The Annual Honorary undergraduate Students Meeting,

TA&M Univ. College Station, TX, 1996.

F. Technical/Engineering Magazines:

(1) I. Panahi, Z. Yu, M. Arefeen, “Generate Advanced PWM Signals Using DSPs”, Electronic Design magazine, May 1998.

(2) I. Panahi, M. Arefeen, Z. Yu, “DSPs Excel in Motor Control Applications”, EDN (Engineering Design News), 1997.

(3) I. Panahi, Mike Masten, “High Speed DSP applications for Advanced Control Systems”, Inter. Federation of Automatic

Control, IFAC96 Magazine.

(4) I. Panahi, T. Horner, “Active Noise Control: An Emerging DSP Technology”, Texas Instruments, TechTalk Magazine, 1994.

(5) R. Restle, I. Panahi, “DSPs Redefine Motion Control”, Motion Control Magazine, Dec 1993.

(6) I. Pnaahi, “DSP Technology: Introduction to Digital Control Systems”, National Engineering Design Conf., Chicago, 1993.

G. Workshops and Seminars:

(1) I. Panahi, Workshop (1/2-Day): “DSP-Motion/Motor Control”, Texas Instruments DSP Fest Conference, USA, 1999.

(2) I. Panahi, Workshop (One-Day): “ DSP Architecture and DSP Applications for Sensorless Control of

Electric Drives”, International Federation of Automatic Control, IFAC- 14th World Congress, Beijin , China 1999.

(3) I. Panahi, Seminar: “DSP-Based Embedded Systems”, Texas Instruments DSP Fest Conference, 1998.

(4) I. Panahi, Seminar: “TMS320C/F24xx DSP Applications session and Panel Discussion”, Texas Instruments, DSP Fest

Conference, 1997.

(5) I. Panahi, Workshops (4 Days each): “Architecture and Applications of TMS320C/F24xx DSPs”, in Shanghi-China,

Beijin-China (1997, 98), Seoul-Korea (1997), Taipie-Taiwan (1995,97,98), Tokyo-Japan (1997), San Paulo-Brazil

(1997, 98), Sidney-Australia (1998), Auckland-New Zealand (1998).

(6) I. Panahi, Workshop(5-Day): “ Industrial and Automotive Applications of DSP”, “ Active Noise Cancellation using

DSP”, Tokyo-Japan, 1997.

(7) I. Panahi, J. Hansselmann, Workshop(One-Day): “ DSP Architectures and Applications”, IFAC96 – International

Federation of Automatic Control- 13th World Congress,San Francisco, 1996.

(8) I. Panahi, Workshop(5-Day): “TMS320C24xx Architecture and its Applications”, Texas Instruments, 1996.

(9) I. Panahi, Workshop(3-day): “Adaptive Digital Signal Processing- Applications with TMS320 DSP Family”, Texas

Instruments Inc. 1992.

(10) I.Panahi, Workshop(3-Day): “ DSP for Digital Signal Processing Applications ”, Texas Instruments, 1992.

H. Other Professional Writings & Technical Reports:

(1) I. Panahi, Y. Hu, P. Loizou, V. Ramachandran,Y. Song, “ANC and Speech Enhancement for 3-T fMRI system”,

Project’s Technical Report to UTSW, Aug. 2005.

(2) I. anahi, F. Pourboghrat, “Decoupling and Field Oriented Methods for Adaptive Control of AC Motors Using

TMS320 DSPs”, Texas Instruments Inc. 1995.

(3) I. Panahi, “A Fast High-Resolution Multi-Stage Analog to Digital Converter”, Texas Instruments Inc. 1992.

(4) I. Panahi, “Business Plan and Strategy for DSP Digital Control and Embedded Systems unit”, Texas Instruments,1992.

(5) I. Panahi, “Advances in Time–Frequency Transformations with Applications in geophysical data processing”, Bellaire

Research Center, Shell Oil Company, Houston, TX, 1990.

(6) I. Panahi, “Mathematical proof and Working constraints for the Vector-based Deconvolution method”, Bellaire

Research Center-Shell Oil Company, Houston, TX, 1989.

(7) I. Panahi, “Realization of a Real-Time Kalman Estimator for Velocity estimation of Disk Drive Systems”, Storage

Technology Corp. 1988.

(8) I. Panahi, “Real-Time Cost Optimal design of Servo Control Systems for a 6-Joint Vision-based Robot – Cimmaron

Project”, Storage Technology Corp. 1986.

I. Edited/Co-edited Application books/Technical Reports (by my worldwide application and R&D

teams) at Texas Instruments Inc. (1991-2001):

Source & details: www.ti.com .User’s Guide and Application Notes for TMS320C24xxx family of DSPs

(1) “Enhanced Control of an Alternating Current Motor Using Fuzzy Logic and a TMS320 Digital Signal Processor”,

Application Book, 66 pages, Mar 1996.

(2) “Implementation of Fuzzy Logic”, Application Book, 48 pages, Jan 1993.

(3) “Cost-Effective, Simple Power Supply Solution forTMS320C24x DSPs”, May 2001.
(4) “3.3 V DSP for Digitial Motor Control”, Apr 1999.
(5) “Reduced Electromagnetic Interference (EMI) With TMS320C24x DSP”, Nov 1998.

(6) “Understanding the TMS320C240 External Memory Interface”, Mar 1998.

(7) “Cost-Effective, Simple Power Supply Solution forTMS320C24x DSPs”, May 2001.
(8) “3 Phase Current Measurements Using a Single Line Resistor on TMS320F240”, Jan 1998.
(9) “A Variable-Speed Sensorless Drive System for Switched Reluctance Motors”, Oct 1999.
(10) “TMS320F240 DSP Solution for Obtaining Resolver Angular Position and Speed”, Oct 1999.

(11) “Switched Reluctance Motor Control - Operation & Example Using TMS320F240”, Sep 1999.
(12) “Implementing Triple Conversion Single Phase Online UPS Using TMS320C240”, Sep 1999.
(13) “Implementation of Speed Field Oriented Control of 3-Phase PMSM Motor Using 'F240”,Aug 1999.
(14) “Driving 2 - 3 Phase Invertors With Deadband Using TMS320F240”, Nov 1998.
(15) “Sensorless Speed Controlled Brushless DC Drive Using TMS320C242 DSP Controller”, Nov 1998.
(16) “AC Induction Motor Control Using Constant V/Hz Principle/Space Vector PWM- 'C240”, Jan 1998
(17) “Field Oriented Control 3-Phase AC-Motors”, Jan 1998.
(18) “Speed Field-Oriented Control of a 3-Phase AC Motor Using the TMS320F240”, Jan 1998.
(19) “DSP Solutions for Motor Control Using the TMS320F240 DSP Controller”, Jul 1997.
(20) “Using TMS320 Family DSPs in Motion Control Systems”, Jul 1997.
(21) “Using the TMS320C24x DSP Controller for Optimal Digital Control”, Jul 1997.
(22) “Implementation of a Current Controlled Switched Reluctance Motor Drive Using TMS320F240”, Jun 1997.
(23) “DSP Solutions for BLDC Motors”, Jan 1997.
(24) “DSP Solutions for the Switched Reluctance Motor”, Jan 1997.
(25) “Implementation of Sensorless Speed Controlled Brushless DC Drive Using TMS320F240”, Jan 1997.

(26) “Implementation of a Speed Controlled Brushless DC Drive Using TMS320F240”, Jan 1997.

(27) “Sensorless Control With Kalman Filter on TMS320 Fixed-Point DSP”, Jan 1997.
(28) “DSP Solution for AC Induction Motor”, Jan 1996.
(29) “DSP Solution for Permanent Magnet Synchronous Motor”, Jan 1996.
(30) “Space-Vector PWM with TMS320C24x Using H/W & S/W Determined Switching Patterns”, Feb.1999.
(31) “How to Handle Different Interrupts of TMS320F241, TMS320F243, TMS320C242”, Nov 1998.
(32) “Incremental Encoder I/F Plus Interpolation”, Nov 1998.
(33) “Understanding the CAN Controller on the TMS320C24x DSP Controller”, Nov 1998.
(34) “Using PWM Output as a Digital-to-Analog Converter on a TMS320C240 DSP”, Nov 1998.
(35) “Detecting the Reset Source on the TMS320x240 DSP Controller (Rev. A)”, Jul 1998.
(36) “Oversampling Techniques Using the TMS320C24x Family”, May 1998.
(37) “Configuring Digital I/O's of the TMS320F240 DSP Controller”,Mar 1998.

(38) “Point-to-Point Serial Communication Using the SPI Module of the TMS320F240 DSP Controlller”, Mar 1998.

(39) “Creating a Sine Modulated PWM Signal”, Jan 1998.
(40) “Creation of Pulse Width Modulated Signal With a Fixed Duty Cycle”, Jan 1998.

(41) “Generating a PWM Signal Modulated by an Analog Input”, Jan 1998.
(42) “Dead-Time Generation on the TMS320C24x”, Sep 1997.
(43) “TMS320C24x General Purpose Timer 1 Asymmetric Mode”, Sep 1997.
(44) “TMS320C24x General Purpose Timer 1 Symmetric Mode”, Sep 1997.
(45) “TMS320C24x PWM Full Compare in Symmetric Mode”,Sep 1997.
(46) “Configuring PWM Outputs of TMS320F240 With Dead Band for Different Power Devices”, Jul 1997.

(47) “Using the Capture Units for Low Speed Velocity Estimation on a TMS320C240”, Jul 1997.

(48) “Power Drive Protection Interrupt”, Feb 2000.