Heng-Ming Tai, PhD

Heng-Ming Tai, PhD
Professor of Electrical and Computer Engineering
College of Engineering & Natural Sciences
Electrical and Computer Engineering
918-631-3271 Rayzor Hall Room 1135

Education

PhD – Texas Tech University MS – Texas Tech University BS – National Tsing-Hua University

Research Interests

Digital Signal Processing
Power Electronics
Power System Reliability

Teaching Interests

Signal and Systems
Control Systems
Digital Signal Processing
Random Processes
Engineering Economics

Publications

Journal Articles

  • Du, Xiong et al. “Three-Phase Grid Voltage Synchronization Using Sinusoidal Amplitude Integrator in Synchronous Reference Frame.” International Journal of Electrical Power & Energy Systems 64 (2015): 861–872. Print.

  • Li , Z et al. “Color-Direction Patch-Sparsity-Based Image Inpainting Using Multidirection Features.” IEEE transactions on image processing : a publication of the IEEE Signal Processing Society 24.3 (2015): 1138–52. Print.

  • Chen, Fan et al. “Chaos-Based Self-Embedding Fragile Watermarking with Flexible Watermark Payload.” Multimedia tools and applications 72.1 (2014): 41–56. Print.

  • Yu, Cigong et al. “Transient Process and Optimal Design of Receiver Coil for Small-Loop Transient Electromagnetics.” Geophysical Prospecting 62.2 (2014): 377–384. Print

  • Cheng, Chi-Hao et al. “Wideband in-Phase/Quadrature Imbalance Compensation Using Finite Impulse Response Filter.” Radar, Sonar & Navigation, IET 8.7 (2014): 797–804. Print.

  • Li, Mang, Liping Li, and Heng-Ming Tai. “Variable Step Size LMS Algorithm Based on Function Control.” Circuits, Systems, and Signal Processing 32.6 (2013): 3121–3130. Print.

  • Du, Xiong et al. “DC Link Active Power Filter for Three-Phase Diode Rectifier.” Industrial Electronics, IEEE Transactions on 59.3 (2012): 1430–1442. Print.

  • Xiao, Manlin, Ping Wei, and Heng-Ming Tai. “Estimation of the Number of Sources Based on Hypothesis Testing.” Communications and Networks, Journal of 14.5 (2012): 481–486. Print.

  • He, Hongjie et al. “Performance Analysis of a Block-Neighborhood-Based Self-Recovery Fragile Watermarking Scheme.” Information Forensics and Security, IEEE Transactions on 7.1 (2012): 185–196. Print.

  • He, Hongjie, Jiashu Zhang, and Heng-Ming Tai. “A Neighborhood-Characteristic-Based Detection Model for Statistical Fragile Watermarking with Localization.” Multimedia tools and applications 52.2-3 (2011): 307–324. Print.

  • Average Current Control of a Series-Type Single-Phase PFC With Hybrid Modulation. Vol. 26, Power Electronics, IEEE Transactions on, 2011, pp. 2381–2385.
  • Du, X., L. Zhou, and H.-M. Tai. Average Current Control of a Series-Type Single-Phase PFC With Hybrid Modulation. Vol. 26, Power Electronics, IEEE Transactions on, 2011, pp. 2381–2385.
  • Gu, Jian-Feng, Ping Wei, and Heng-Ming Tai. “Two-Dimensional DOA Estimation by Cross-Correlation Matrix Stacking.” Circuits, Systems, and Signal Processing 30.2 (2011): 339–353. Print.

  • Mou, Q., P. Wei, and H.-M. Tai. Invariant Detection for Short-Code QPSK DS-SS Signals. Vol. 90, Signal Processing, 2010, pp. 1720–1729.
  • ZHAO, X.- yong, S.- yuan CHENG, S.- ying YANG, D.- sheng CHEN, and H. TAI. 3-D PM_ (10) Validation of Models3 Simulations in Beijing. Vol. 10, Environmental Science & Technology, 2009, p. 029.
  • Du, X., L. Zhou, and H.-M. Tai. Double-Frequency Buck Converter. Vol. 56, Industrial Electronics, IEEE Transactions on, 2009, pp. 1690–1698.
  • Gu, J.-F., P. Wei, and H.-M. Tai. 2-D Direction-of-Arrival Estimation of Coherent Signals Using Cross-Correlation Matrix. Vol. 88, Signal Processing, 2008, pp. 75–85.
  • Gu, J.-F., P. Wei, and H.-M. Tai. Fast Direction-of-Arrival Estimation With Known Waveforms and Linear Operators. Vol. 2, Signal Processing, IET, 2008, pp. 27–36.
  • Xiao, Y.-C., P. Wei, and H.-M. Tai. Autocorrelation-Based Algorithm for Single-Frequency Estimation. Vol. 87, Signal Processing, 2007, pp. 1224–1233.
  • Fu, Z., L. Zhou, and H.-M. Tai. Current Pulse Generation for Transient Electromagnetic Applications. Vol. 35, Electric Power Components and Systems, 2007, pp. 1201–1218.
  • Gu, J.-F., P. Wei, and H.-M. Tai. Detection of the Number of Sources at Low Signal-to-Noise Ratio. Vol. 1, Signal Processing, IET, 2007, pp. 2–8.
  • Li, H.-C., W. Hong, Y.-R. Wu, and H.-M. Tai. Texture-Preserving Despeckling of SAR Images Using Evidence Framework. Vol. 4, Geoscience and Remote Sensing Letters, IEEE, 2007, pp. 537–541.
  • Xiao, Y., P. Wei, and H. Tai. Fast Algorithm for Computing Nonuniform Fourier Transform. Vol. 15, Chinese Journal of Electronics, 2006, pp. 117–119.
  • Tian, L., and H.-M. Tai. Secure Images Captured by Digital Camera. 2006 Digest of Technical Papers International Conference on Consumer Electronics, 2006, pp. 341–342.
  • Liu, H., Y. Jiang, Y. Ye, and H.-M. Tai. Efficient Design of Continuously Adjustable Reactors for Distribution Networks. Vol. 33, Electric Power Components and Systems, 2005, pp. 525–537.
  • Yang, H., M. Long, and H.-M. Tai. Region-of-Interest Image Coding Based on EBCOT. Vol. 152, Vision, Image and Signal Processing, IEE Proceedings-, 2005, pp. 590–596.
  • Zhong, W., S. Li, and H.-M. Tai. Signal Subspace Approach for Narrowband Noise Reduction in Speech. Vol. 152, IEE Proceedings-Vision, Image and Signal Processing, 2005, pp. 800–805.
  • Xiao, Y.-C., P. Wei, X.-C. Xiao, and H.-M. Tai. Fast and Accurate Single Frequency Estimator. Vol. 40, Electronics Letters, 2004, pp. 910–911.
  • Li, Y., X. Xiao, and H. Tai. Wavelet Based Spectral Correlation Method for DPSK Chip Rate Estimation. Vol. 21, Journal of Electronics (China), 2004, pp. 353–358.
  • Miao, X., W. He, H. Yang, and H.-M. Tai. Heart Rate Variability Characterization Using Correlation Dimension. Vol. 45, PROCEEDINGS OF THE IEEE MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, 2004, p. I–447.
  • Yi, M., P. Wei, X.-C. Xiao, and H.-M. Tai. Efficient EM Initialisation Method for Time Delay Estimation. Vol. 39, Electronics Letters, 2003, pp. 935–936.
  • Miao, X., W. He, H. Yang, and H.-M. Tai. “Heart Rate Variability Characterization Using Correlation Dimension”. Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on, Vol. 1, 2002, p. I–447.
  • Jing, C., and H.-M. Tai. Design and Implementation of a Fast Algorithm for Modulated Lapped Transform. Vol. 149, IEE Proceedings-Vision, Image and Signal Processing, 2002, pp. 27–32.
  • Yu, J., Y. Li, and H.-M. Tai. On Analytical Absorbing Boundary Conditions in FDTD. Vol. 33, Microwave and Optical Technology Letters, 2002, pp. 437–440.
  • Long, M., H.-M. Tai, and S. Yang. Quantisation Step Selection Schemes in JPEG2000. Vol. 38, Electronics Letters, 2002, pp. 547–549.
  • Jing, C., and H.-M. Tai. Fast Algorithm for Computing Modulated Lapped Transform. Vol. 37, Electronics Letters, 2001, pp. 796–797.
  • Tai, H.-M., and C. Jing. Regular Section-PAPERS-Digital Signal Processing-Design and Efficient Implementation of a Modulated Complex Lapped Transform Processor Using Pipelining Technique. Vol. 84, IEICE Transactions on Fundamentals Electronics Communications and Computer Sciences, 2001, pp. 1280–1287.
  • Chen, J., and H.-M. Tai. MPEG-2 AAC Decoder on a Fixed-Point DSP. Vol. 45, Consumer Electronics, IEEE Transactions on, 1999, pp. 1200–1205.
  • Chen, J., and H.-M. Tai. TUAM 2.4. IEEE International conference on consumer electronics, 1999, p. 24.
  • Chen, J., and H.-M. Tai. Real-Time Implementation of the MPEG-2 Audio Codec on a DSP. Vol. 44, Consumer Electronics, IEEE Transactions on, 1998, pp. 866–871.
  • Papa, M., H.-M. Tai, and S. Shenoi. Cell Mapping for Controller Design and Evaluation. Vol. 17, Control Systems, IEEE, 1997, pp. 52–65.
  • Tsai, W., H.-M. Tai, and A. Reynolds. An Art2-Bp Supervised Neural Net. Vol. 3, World Congress on Neural Networks, 1994, pp. 5–9.
  • A Neural Network-Based Tracking Control System. Vol. 39, Industrial Electronics, IEEE Transactions on, 1992, pp. 504–510.
  • Tai, H.-M. Attentive Multidirectional Associative Memory With Application to Pattern Association [1710-50]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 1992, pp. 415–415.
  • Wu, C.-H., C.-J. Wang, and H.-M. Tai. Application of Exponential Hetero-Associative Memory on Frequency Classifier. Vol. 35, Information Processing Letters, 1990, pp. 305–311.
  • Tai, H.-M., and T.-L. Jong. Information Storage in High-Order Neural Networks With Unequal Neural Activity. Vol. 327, Journal of the Franklin Institute, 1990, pp. 129–141.
  • Single-Layer Perception Capable of Classifying 2N+ 1 Distinct Input Patterns. Vol. 10, International journal of modelling & simulation, 1990, pp. 124–128.
  • Tai, H.-M., C.-H. Wu, and T.-L. Jong. High-Order Bidirectional Associative Memory. Vol. 25, Electronics Letters, 1989, pp. 1424–1425.
  • Jong, T.-L., and H.-M. Tai. Associative Memory Based on the Modified Hopfield Neural Net Model. Proceedings of the 31st Midwest Symposium on Circuits and Systems, August 9-12, 1988, Marriott’s Pavilion Hotel, St. Louis, Missouri, 1988, p. 425.
  • Tai, H.-M., and T.-L. Jong. Extended Hopfield Neural Network: A Complementary Approach. Vol. 1, Neural Networks, 1988, p. 225.
  • Jong, T.-L., and H.-M. Tai. Hopfield Model With Complementary Binary Representations. Vol. 24, Electronics Letters, 1988, pp. 1224–1225.
  • Tai, H.-M., and T.-L. Jong. Neural Networks With Higher-Order Nonlinearity. Vol. 24, Electronics Letters, 1988, pp. 1225–1226.
  • Yu, C., Z. Fu, Q. Wang, H.-M. Tai, and S. Qin. A Novel Method for Fault Diagnosis of Grounding Grids. IEEE.
  • Yu, C., Z. Fu, X. Hou, H.-M. Tai, and X. Su. Break Point Diagnosis of Grounding Grids Using Transient Electromagnetic Apparent Resistivity Imaging. IEEE.
  • Hu, H., H.-M. Tai, and S. Shenoi. Fuzzy Controller Design Using Genetic Algorithms and Cell Maps. In?, Editor. Proceedings of the Second International Conference on Fuzzy Theory & Technology-Control & Decision, page.
  • Seol, D., H. Lim, M. Song, G. Im, M. Xiao, P. Wei, H. Tai, A. Lozano, E. Biglieri, and N. Alrajeh. Networks and Services.
  • Chen, J., and H.-M. Tai. REAL-ТШЕ IMPLEMENTATION OF THE MPEG-2 AUDIO CODEC ON A DSP.

Conference Proceedings

  • Du, X., G. Li, P. Sun, L. Zhou, and H.-M. Tai. “A Hybrid Modulation Method for Lifetime Extension of Power Semiconductors in Wind Power Converters”. Applied Power Electronics Conference and Exposition (APEC), 2015 IEEE, 2015, pp. 2565–2570.
  • Li, G., X. Du, P. Sun, L. Zhou, and H.-M. Tai. “Effect of Wind Speed Probability Distribution on Lifetime of Power Semiconductors in the Wind Power Converters”. Electronics and Application Conference and Exposition (PEAC), 2014 International, 2014, pp. 1159–1165.
  • Du, X., Y. Liu, G. Wang, P. Sun, L. Zhou, and H.-M. Tai. “Estimation of Synchronization Signal Using Sinusoidal Amplitude Integrator in Synchronous Reference Frame”. Energy Conversion Congress and Exposition (ECCE), 2014 IEEE, 2014, pp. 4925–4931.
  • Li, G., X. Du, P. Sun, L. Zhou, and H.-M. Tai. “Numerical IGBT Junction Temperature Calculation Method for Lifetime Estimation of Power Semiconductors in the Wind Power Converters”. Electronics and Application Conference and Exposition (PEAC), 2014 International, 2014, pp. 49–55.
  • Noel, P., M. Prokoptsov, M. Klemes, H.-M. Tai, A. Dufour, and K. Morris. “The Design, Development and Implementation of a Cross-Polarization Interference Cancellation System for Point-to-Point Digital Microwave Radio Systems”. Electrical and Computer Engineering (CCECE), 2011 24th Canadian Conference on, 2011, pp. 001365–001369.
  • Gu, J., P. Wei, and H.-M. Tai. “DOA Estimation Using Cross-Correlation Matrix”. Phased Array Systems and Technology (ARRAY), 2010 IEEE International Symposium on, 2010, pp. 593–598.
  • Gu, J.-F., N.-J. Li, P. Wei, and H.-M. Tai. “Wideband DOA Estimation Using Two Sensors”. Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on, Vol. 3, 2010, pp. 1095–1098.
  • Mou, Q., P. Wei, and H.-M. Tai. “Invariant Detection for QPSK DS-SS Signals”. Military Communications Conference, 2009. MILCOM 2009. IEEE, 2009, pp. 1–6.
  • He, H., J. Zhang, and H.-M. Tai. “Self-Recovery Fragile Watermarking Using Block-Neighborhood Tampering Characterization.”. Information Hiding, 2009, pp. 132–145.
  • Huang, S., Z. Zhang, H. Tai, and W. He. “An Approach for Epicardial Potential Reconstruction and Its Use in Diagnose for Old Anteriorseptal and Old Inferior Myocardial Infarction”. Automation Congress, 2008. WAC 2008. World, 2008, pp. 1–6.
  • Sun, T., Z. Fu, H.-M. Tai, and Q. Chen. “Application of Ramp Turn-off Transient Electromagnetic Method in Shallow Exploration”. Automation Congress, 2008. WAC 2008. World, 2008, pp. 1–4.
  • “Convergence Acceleration of Method of Moments Solution for Antenna and Scattering Problems”. Automation Congress, 2008. WAC 2008. World, 2008, pp. 1–5.
  • Zhang, J., and H.-M. Tai. “Adaptive Noise Cancellation Algorithm for Speech Processing”. Industrial Electronics Society, 2007. IECON 2007. 33rd Annual Conference of the IEEE, 2007, pp. 2489–2492.
  • He, H., J. Zhang, and H.-M. Tai. “A Secure Fragile Watermarking Scheme for Image Authentication”. Computational Intelligence and Security, 2006 International Conference on, Vol. 2, 2006, pp. 1180–1185.
  • He, H., J. Zhang, and H.-M. Tai. “A Wavelet-Based Fragile Watermarking Scheme for Secure Image Authentication”. IWDW, 2006, pp. 422–432.
  • Zhang, J., L. Tian, and H.-M. Tai. “A New Watermarking Method Based on Chaotic Maps”. Multimedia and Expo, 2004. ICME’04. 2004 IEEE International Conference on, Vol. 2, 2004, pp. 939–942.
  • Zhang, J., L. Tian, H.-M. Tai, and C.-J. Wang. “A Secure Watermarking Scheme for Copyright Protection”. Optical Science and Technology, the SPIE 49th Annual Meeting, 2004, pp. 867–873.
  • Yang, H., L. Zhang, H.-M. Tai, and C.-J. Wang. “Automatic Video Object Segmentation and Shadow Detection for Surveillance Applications”. Optical Science and Technology, the SPIE 49th Annual Meeting, 2004, pp. 688–695.
  • Kamran Sedighi, Kaveh Ashenayi, Theodore Manikas, Roger L. Wainwright, and Tai, Heng-Ming, “Autonomous Local Path-Planning for a Mobile Robot Using a Genetic Algorithm”, Proceedings of the 2004 IEEE Congress on Evolutionary Computation, pp. 1338-1345, June 20-23, 2004, Portland, Oregon, USA.

  • Yang, H., Y. Wang, C.-J. Wang, and H.-M. Tai. “Correlation Dimensions of EEG Changes During Mental Tasks”. Engineering in Medicine and Biology Society, 2004. IEMBS’04. 26th Annual International Conference of the IEEE, Vol. 1, 2004, pp. 616–619.
  • Liu, H., Y. Jiang, Y. Ye, and H.-M. Tai. “Design of Continuously Adjustable Reactors Using SABER Simulation Software”. Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on, Vol. 4, 2004, pp. 3228–3234.
  • Zhang, J., L. Zhang, and H.-M. Tai. “Efficient Video Object Segmentation Using Adaptive Background Registration and Edge-Based Change Detection Techniques”. Multimedia and Expo, 2004. ICME’04. 2004 IEEE International Conference on, Vol. 2, 2004, pp. 1467–1470.
  • Yang, H., C.-J. Wang, Y. Wang, and H.-M. Tai. “Nonlinear Analysis in Cognition Process”. Engineering in Medicine and Biology Society, 2004. IEMBS’04. 26th Annual International Conference of the IEEE, Vol. 1, 2004, pp. 570–573.
  • Miao, X., W. He, H. Yang, and H.-M. Tai. “Heart Rate Variability Characterization Using Correlation Dimension”. Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on, Vol. 1, 2002, p. I–447.
  • Lu, Z.-J., X.-C. Xiao, and H.-M. Tai. “A Novel Algorithm for 2-D DOA Estimation in the Presence of Impulsive Noise”. Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on, Vol. 3, 2002, p. III–21.
  • Zhang, R., X.-C. Xiao, and H.-M. Tai. “An Efficient Digital down Conversion Method for Multiple Wideband Signals”. Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on, Vol. 3, 2002, p. III–583.
  • Tai, H.-M., M. Long, W. He, and H. Yang. “An Efficient Region of Interest Coding for Medical Image Compression”. Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint, Vol. 2, 2002, pp. 1017–1018.
  • Yi, M., P. Wei, X.-C. Xiao, and H.-M. Tai. “Delay and Doppler Estimation Using Cyclostationarity Based Cross Correlation in a Multipath Environment”. Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on, Vol. 2, 2002, p. II–426.
  • Li, Y.-X., M. Yi, Q. Yang, X.-C. Xiao, and H.-M. Tai. “Low SNR BPSK Signal Chip Rate Estimation Using a Wavelet Based Spectral Correlation Algorithm”. Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on, Vol. 3, 2002, p. III–247.
  • Tai, H.-M., M. Long, and S. Yang. “New Results on Rate Control in JPEG2000”. Automation Congress, 2002 Proceedings of the 5th Biannual World, Vol. 13, 2002, pp. 351–355.
  • Huang, S., W. He, D. Yao, and H.-M. Tai. “Noninvasive Characterization of Myocardial Infarction Activation from Epicardial Potential Reconstruction”. Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint, Vol. 2, 2002, pp. 1383–1384.
  • Fang, L., H. Yang, W. He, and H.-M. Tai. “Nonlinear Analysis of EEG Signals”. Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on, Vol. 3, 2002, p. III–288.
  • Xiao, W., X.-C. Xiao, and H.-M. Tai. “Rank-1 Ambiguity DOA Estimation of Circular Array With Fewer Sensors”. Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on, Vol. 3, 2002, p. III–29.
  • Long, M., and H.-M. Tai. “Region of Interest Coding for Image Compression”. Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on, Vol. 2, 2002, p. II–172.
  • Tai, H.-M., M. Long, S. Yang, and D. Zhou. “Implementation of JPEG2000 Codec on a Fixed-Point DSP”. Consumer Electronics, 2001. ICCE. International Conference on, 2001, pp. 128–129.
  • Jing, C., and H.-M. Tai. “Implementation of Modulated Lapped Transform Using Programmable Logic”. Consumer Electronics, 1999. ICCE. International Conference on, 1999, pp. 20–21.
  • Tai, H.-M. “MPEG-4 Parametric Audio Coding and Its Implementation”. Industrial Electronics Society, 1999. IECON’99 Proceedings. The 25th Annual Conference of the IEEE, Vol. 2, 1999, pp. 762–766.
  • Lin, H.-Y., M.-C. Lu, J.-H. Horng, T.-B. Yang, S. Hsieh, C. Hsiao, H. Tai, and J. Chen. “DC Servo Speed Control of an Inkjet Print Head Transport System Using a Phase-Locked Loop”. Advanced Motion Control, 1996. AMC’96-MIE. Proceedings., 1996 4th International Workshop on, Vol. 2, 1996, pp. 458–463.
  • Papa, M., H.-M. Tai, and S. Shenoi. “Effect of Cell Map Granularity on Fuzzy Control System Analysis”. Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on, Vol. 1, 1996, pp. 411–415.
  • Tai, H.-M., M. Papa, and S. Shenoi. “On Global Analysis and Design of Fuzzy Control Systems”. Industrial Electronics, Control, and Instrumentation, 1996., Proceedings of the 1996 IEEE IECON 22nd International Conference on, Vol. 1, 1996, pp. 372–377.
  • Tai, H.-M., H.-T. Hu, and S. Shenoi. “Auto-Tuning of Fuzzy Controllers Using Cell Mapping”. Industrial Automation and Control: Emerging Technologies, 1995., International IEEE/IAS Conference on, 1995, pp. 492–499.
  • Papa, M., H.-M. Tai, and S. Shenoi. “Evaluation of Cell State Techniques for Optimal Controller Design”. Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int, Vol. 3, 1995, pp. 1331–1338.
  • Hu, H.-T., H.-M. Tai, and S. Shenoi. “Incorporating Cell Map Information in Fuzzy Controller Design”. Fuzzy Systems, 1994. IEEE World Congress on Computational Intelligence., Proceedings of the Third IEEE Conference on, 1994, pp. 394–399.
  • Tai, H.-M., and S. Shenoi. “Robust Fuzzy Controllers”. Systems, Man, and Cybernetics, 1994. Humans, Information and Technology., 1994 IEEE International Conference on, Vol. 1, 1994, pp. 85–90.
  • Tai, H.-M., and Y.-C. Chen. “Learning Control of Robotic Manipulators”. Aerospace Sensing, 1992, pp. 548–557.
  • Tai, H.-M. “Trajectory Tracking Using Neural Networks”. Circuits and Systems, 1992. ISCAS’92. Proceedings., 1992 IEEE International Symposium on, Vol. 6, 1992, pp. 2929–2932.
  • Wu, C.-H., C.-J. Wang, H.-M. Tai, and D. Roland. “An Investigation of High-Order Bidirectional Associative Memories: Performance, Applications, and Parallel Implementations”. Circuits and Systems, 1990., IEEE International Symposium on, 1990, pp. 495–498.
  • Tai, H.-M., J. Wang, and A. Kaveh. “DC Motor Speed Control Using Neural Networks”. Applications of Artificial Neural Networks, 1990, pp. 310–318.
  • “Motor Speed Regulation Using Neural Networks”. Industrial Electronics Society, 1990. IECON’90., 16th Annual Conference of IEEE, 1990, pp. 1215–1220.
  • “Reconstruction of Pictures from Projections”. System Theory, 1988., Proceedings of the Twentieth Southeastern Symposium on, 1988, pp. 317–321.
  • Tai, H.-M., and T.-L. Jong. “Information Storage in High-Order Associative Memory With Unequal Neural Activity”. Neural Networks, 1989. IJCNN., International Joint Conference on, p. 571–vol.

Book Chapters

  • He, H.-J., J.-S. Zhang, and H.-M. Tai. “Block-Chain Based Fragile Watermarking Scheme With Superior Localization”. Information Hiding, Springer, 2008, pp. 147–160.
  • Chen, L.-T., M.-J. Wang, C.-J. Wang, and H.-M. Tai. “Audio Signal Classification Using Support Vector Machines”. Advances in Neural Networks-ISNN 2006, Springer, 2006, pp. 188–193.

Courses Taught

  • Research and Dissertation
  • Electric Circuit Analysis
  • Engineering Economics
  • Independent Study
  • Random Processes in Engineering
  • Classical Control Theory and Applications
  • Information and Communication Systems
  • Introduction to Neural Networks
  • Signals and Linear Systems

Professional Affiliations

  • IEEE