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Degrees:
Ph.D., Univ. of Connecticut
M.S., Univ. of Connecticut
B.S., National Chiao-Tung Univ.
Professor Ning acquired a B.S. degree from Chiao Tung University, Taiwan in 1979, M.S. and Ph.D. degrees from University of Connecticut in 1983 and 1986, respectively, all in electrical engineering. He joined Trinity in 1986. He served as the campus director of NASA Connecticut Space Grant College Consortium from 1992-2005. He is the member of IEEE Signal Processing Society and Engineering in Medicine and Biology Society.
Professor Ning has actively involved students in research projects and supervised many undergraduate publications and research projects that were awarded with NASA Undergraduate Fellowships. In class and laboratory, Professor Ning likes to engage students in discussion and challenge them with open-ended questions. He strongly believes in the value of well-rounded liberal arts education and its benefit to engineering discipline. |
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Digital Signal Processing, Biomedical Instrumentation, Microprocessor Systems Design
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Linear and nonlinear modeling of time series
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Spectral analysis of vibrations
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Real-time digital signal and image processing
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Embedded system design with field programmable gate array (FPGA)
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Multi-channel analysis of electroencephalogram (EEG)
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Respiration data analysis with autoregressive modeling
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Classification of heart murmur
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- K. Huang, M. Khalil, E. Luciani, D. Melesse, and T. Ning, “A Date-Driven Approach for Gaze Tracking,” Proc. 14th IEEE Int. Conf. Sig. Proc. pp. 494-499, Beijing, China, Aug.12-16, 2018.
- K. Chen, A. Mudvari, F. G. G. Barrera, L. Cheng, and T. Ning, “Heart Murmurs Clustering Using Machine Learning,” Proc. 14th IEEE Int. Conf. Sig. Proc. pp. 94-98, Beijing, China, Aug.12-16, 2018.
- S. Szot, A. Levin, A. Ragazzi, and T. Ning, “A Wireless Digital Stethoscope Design,” Proc. 14th IEEE Int. Conf. on Signal Processing, pp. 74-78, Beijing, China, Aug.12-16, 2018.
- P.Dahal, T. Ning and J. H. Blaise, “Chaotic Analysis of Hippocampal and Cortical Sleep EEG During Various Vigilance States,” Proc. 40th Int. Conf. IEEE Engineering in Medicine and Biology Society pp.3064-3067, Honolulu, Hawaii, July 17-21, 2018.
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T. Ning, CH Huang, J. A. Jensen, V. Wong, and H. Chan, “Optical Emission Spectrum Processing Using Wavelet Compression During Wafer Fabrication,” IEEE Trans. on Semiconductor Manufacturing, vol.30 pp. 380-387, Nov. 2017.
- P. Dahal, M. Avagyan, J. H. Blaise, P. S. Skardal, and T. Ning, “Characterizing Chaotic Behavior of REM Sleep EEG Using Lyapunov Exponent,” Proc. 10th Int. Congress on Image and Sig. Proc. BioMed. Eng. and Informatics (CISP-BMEI 2017), Shanghai, China, Oct. 14-16, 2017.
- K. Chen, F. Guajardo Garza Barrera, L. Cheng, and T. Ning, “Unsupervised Detection of Heart Sounds and Clicks with Murmurs,” Proc. 10th Int. Congress on Image and Sig. Proc. BioMed. Eng. and Informatics (CISP-BMEI 2017), Shanghai, China, Oct. 14-16, 2017.
- A. Mudvari and T. Ning, “Respiration Estimation and Apnea Detection Using Fuzzy Logic,” Proc. 39th Int. Conf. IEEE Engineering in Medicine and Biology Society, pp. 2818-2821, Jeju Island, South, July 11-15, 2017.
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T. Ning, J. Harry Blaise, M. Avagyan and P. Dahal, “Developmental Differences of Dimension Complexity of Hippocampal EEG during REM Sleep,” Proc. 38th Int. Conf. IEEE Engineering in Medicine and Biology Society, pp. 2851-2854, Orlando, FL, Aug. 16-22, 2016.
- J. Harry Blaise and T. Ning, “AR Modeling,” Proc. 38th Int. Conf. IEEE Engineering in Medicine and Biology Society, pp. 3171-3174, Orlando, FL, Aug. 16-22, 2016.
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T. Ning, C. H. Huang, J. A. Jensen, V. Wong and H. Chan, “Optical Emission Spectrum Processing Using Discrete-Wavelet Transform Compression,” Proc. 2016 SEMI Advanced Semiconductor Manufacturing Conf., pp. 403-406, Saratoga Springs, NY, May 16-19, 2016.
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T. Ning, C. H. Huang, J. A. Jensen, V. Wong and L. Sheet, “Application of Discrete-Wavelet Transform Compression in Wafer Fabrication,” Proc. 12th IEEE Int. Conf. on Signal Processing, pp. 2272-2276, Hangzhou, China, Oct. 19-23, 2014.
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T. Ning, and J. F. Wei, “Helicopter Rotary and Fixed System Dynamics During Hover and High Speed Flights,” Proc. 12th IEEE Int. Conf. on Signal Proc., pp. 2277-2281, Hangzhou, China, Oct. 19-23, 2014.
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T. Ning and K.S. Hsieh, “Automatic Heart Sounds Detection and Systolic Murmur Characterization Using Wavelet Transform and AR Modeling,” Proc. 35th Int. Conf. IEEE Engineering in Medicine and Biology Society, pp. 255-258, Osaka, Japan, July 3-7, 2013.
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T. Ning, J. Ning, N. Atanasov, and K.S. Hsieh, “A Fast Heart Sounds Detection and Heart Murmur Classification Algorithm,” Proc. 11th IEEE Int. Conf. on Signal Processing, pp. 1629-1632, Beijing, China, Oct. 21-25, 2012.
- K. Huang, S. Petkovsek, B. Poudel, and T. Ning, “A Human-Computer Interface Design Using Automatic Gaze Tracking,” Proc. 11th IEEE Int. Conf. on Signal Processing, pp. 1633-1636, Beijing, China, Oct. 21-25, 2012.
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T. Ning, K. Huang, and B. Poudel, “Nonlinear Dynamical Analysis of Developmental Changes in hippocampal REM Sleep EEG,” Proc. IEEE 37th Ann. Northeast Bioeng. Conf., Troy, NY, April 1-3, 2011.
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T. Ning, C-W Huang, R-H, Chen, T-Y, Ho, K-S Hsieh, “Heart Murmur Detection and Configuration Estimation using Wavelet Transform and Linear Fit,” Proc. 10th IEEE Int. Conf. on Signal Processing, pp. 1730-1733, Beijing, China, Oct.2 4-28, 2010.
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T. Ning, J. F. Wei, R. H. Chen, C. W. Huang, and T. Y. Ho, “Helicopter Flight Dynamics Using Linear and Nonlinear Analyses,” Proc. 10th IEEE Int. Conf. on Sig. Proc., Beijing, China, Oct. 24-28, 2010.
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T. Ning, A. Grare, J. Ning, “Comparing Developmental Changes of Hippocampal EEG During REM Sleep Using Correlation Dimension,” International Journal of Bioelectromagnetism (IBJEM), Vol. 12, No. 4, pp. 170-176, 2010.
- J. Ning, N. Atanasov, and T. Ning, “Quantitative Analysis of Heart Sounds and Systolic Heart Murmurs Using Wavelet Transform and AR Modeling,” Proc. 31st Int. Conf. IEEE Engineering in Medicine and Biology Society, pp. 958-961, Minneapolis, MN, Sept. 2-6, 2009.
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T. Ning and F. S. Wei, “Multichannel Spectral and Coherence Analysis of Servo-Flap Main Rotor Blade,” J. American Institute of Aeronautics and Astronautics (JIAA), Vol.47, No.4, pp. 933-941, April 2009.
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Trinity College Trustee Award for Faculty Excellence, 2021
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PI - Lam Research Corp., Fremont, CA (2013-2016)
Compression of the Optical Emission Spectrum Images during Wafer Fabrication using the Discrete Wavelet Transform (DWT)
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Co-PI - Howard Hughes Medical Institute (HHMI) Grant (2004-2008)
Biomedical Signal and Image Processing
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PI - Connecticut Space Grant, CT Space Grant College Consortium
(2006)
Nonlinear Modeling and Spectral Analysis of Helicopter Vibrations Generated by Servo-Flap Rotor Blades
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PI - NASA EPSCoR Grant, NASA Goddard Space Flight Center, MD
(2005)
Tracking the Moving Boundary of Streamed Images using Level Sets and Field Programmable Gate Array
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PI - NASA EPSCoR Grant, NASA Goddard Space Flight Center, MD
(2004)
Mobile Vision System for Real-Time Remote Monitoring
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PI - NASA EPSCoR Grant, NASA Goddard Space Flight Center, MD
(2003)
Real-Time Parallel Image Processing Design with FPGA for Remote Sensing
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PI - NASA EPSCoR Grant, NASA Goddard Space Flight Center, MD
(2002)
On-Board Image Segmentation and Processing for Airborne Remote Sensing
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