Faculty

方文賢 Wen-Hsien Fang photo
Position
Professor;Chair of Taiwan Architecture & Building Center - Intelligent Building Research Cente
Education
Ph.D., University of Michigan, Ann Arbor, U.S.A.
E-mail
whf@mail.ntust.edu.tw
Room
EE 411

Office Hours Wednesdy 9-11 AM
Telephone 886-2-27376412
FAX 886-2-27376424
Homepage http://homepage.ntust.edu.tw/whf/
Laboratory 訊號處理及機器學習實驗室
Major Field Computer Vision, Machine Learning, Statistical Signal Processing, Array Processing
Course Statistical Signal Processing, Probability and Statistics, Detection and Estimation, Linear Algebra,Convex Optimization for Signal Processing

2000.08 ~ 迄今 Professor
1991.08 ~ 2000.07 Associate Professor


2007 Outstanding Teaching Award of National Taiwan University of Science and Technology

Research Achievement
  [1]   R. R. A. Pramono, W.-H. Fang, and Y.-T. Chen, “Relational reasoning for group activity recognition via self-attention augmented conditional random field,” accepted by IEEE Trans. Image Processing.
  [2]   R. R. A. Pramono, Y.-T. Chen, and W.-H. Fang, “Spatial-Temporal action localization with hierarchical self-attention,” accepted by IEEE Trans. Multimedia.
  [3]   W.-H. Fang and L.-D. Fang, “Joint angle and range estimation with signal clustering in FMCW Radar,” IEEE Sensors Journal, vol. 20, issue 4, pp. 1882-1892, Feb. 2020.
  [4]   E. H. P. Alwando, Y.-T. Chen, and W.-H. Fang, “CNN-Based multiple path search for action tube detection in videos,” IEEE Trans. Circuits and Systems for Video Technology, vol. 30, no. 1, pp. 104-116, Jan. 2020.
  [5]   H. Likassa, W.-H. Fang, and J.-S. Leu, “Robust image recovery via affine transformation and L_{2,1} norm,” IEEE Access, vol. 7, pp. 125011-125021, Dec. 2019.
  [6]   D. Purwanto, Y.-T. Chen, and W.-H. Fang, “First-Person action recognition with temporal pooling and Hilbert-Huang transform,” IEEE Trans. Multimedia, vol. 21, no. 12, pp. 3122-3135, Dec. 2019.
  [7]   L. B. Dano, S.-L. Lee, and W.-H. Fang, “Simplified approach for optimizing optical asymmetric curved waveguides for broadband directional couplers,” Fiber and Integrated Optics, vol. 38, issue 5, pp. 285-303, 2019.
  [8]   D. Purwanto, R. R. A. Pramono, Y.-T. Chen, and W.-H. Fang, “Three-stream network with bidirectional self-attention for action recognition in extreme low resolution videos,” IEEE Signal Processing Letters, vol. 26, no. 8, pp. 1187-1191, Aug. 2019.
  [9]   K.-W. Cheng, Y.-T. Chen, and W.-H. Fang, “Improved Object detection with iterative localization refinement in convolutional neural networks,” IEEE Trans. Circuits and Systems for Video Technology, vol. 28, no. 9, pp. 2261-2275, Sep. 2018.
  [10]   W.-H. Fang, C.-C. Tu, and Y.-T. Chen, “Nested algorithms for joint DOD and DOA estimation in bistatic MIMO Radar,” Multidimensional Systems and Signal Process., vol. 29, no. 2, pp. 783-798, 2018.
  [11]   W.-H. Fang, Y.-C. Lee, and Y.-T. Chen, “Maximum likelihood 2-D DOA estimation via signal separation and importance sampling,” IEEE Antennas and Wireless Propagation Letters, vol. 15, pp. 746-749, 2016.
  [12]   K.-W. Cheng, Y.-T. Chen, and W.-H. Fang, “An efficient subsequence search for video anomaly detection and localization,” Multimedia Tools and Applications. vol. 75, no. 22, pp. 15101-15122, Nov. 2016.
  [13]   H.-S. Lang, S.-C. Lin, and W.-H. Fang, “Subcarrier pairing and power allocation with interference management in cognitive relay networks based on genetic algorithms,” IEEE Trans. Vehicular Technology, vol. 65, no. 9, pp. 7051-7063, Sep. 2016.
  [14]   W.-H. Fang, Y.-C. Lee, and Y.-T. Chen, “Importance sampling-based maximum likelihood estimation for multidimensional harmonic retrieval,” IEEE Signal Processing Letters, vol. 23, no. 1, pp. 35-39, Jan. 2016.
  [15]   K.-W. Cheng, Y.-T. Chen, and W.-H. Fang, “Gaussian process regression based video anomaly detection and localization with hierarchical feature representation,” IEEE Trans. Image Processing, vol. 24, no. 12, pp. 5288-5301, Dec. 2015.
  [16]   W.-H. Fang, C.-F. Chen and H.-S. Lang, “Joint resource allocation and relay selection via genetic algorithm in multi-user decode-and-forward cooperative systems,” IET Networks, vol. 3, issue 2, pp. 65-73, June 2014
  [17]   J.-H. Lin and W.-H. Fang, “'Efficient ESPRIT-based algorithm with automatic pairing for two-dimensional angle and polarization estimation using crossed dipole,” IET Signal Processing, vol.8, issue 4, pp. 309-319, June 2014.
  [18]   C.-H. Lin and W.-H. Fang, “Efficient multidimensional harmonic retrieval: A hierarchical signal separation framework,” IEEE Signal Processing Letters, vol. 20, no. 5, pp. 427-430, May 2013.
  [19]   J.-H. Lin and W.-H. Fang, “Joint angle and delay estimation in frequency hopping systems,” IEEE Transactions on Aerospace and Electronic Systems, vol. 49, no. 2, pp. 1042-1056, Apr. 2013.
  [20]   Y.-P. Tu, H.-Y. Lu and W.-H. Fang, “Alternating multiuser detection with iterative soft interference cancellation for heterogeneous-signaling MIMO CDMA,” Wireless Personal Communications, vol. 67, no. 4, pp. 811-828, Dec. 2012.
  [21]   Y.-P. Tu, W.-H. Fang and Y.-T. Chen, “A two-stage receiver with soft interference cancellation for space-time block code and spatial multiplexing combined systems,” Journal of Wireless Communication and Mobile Computing, vol. 12, issue 9, pp. 767-781, June 2012.
  [22]   W.-H. Fang, M.-J. Deng and Y.-T. Chen, “Joint source and relay power allocation in amplify-and-forward relay networks: A unified geometric programming framework,” IET: Communications, vol. 5, issue 16, pp. 2301-2309, Nov. 2011
  [23]   W.-H. Fang, S.-C. Huang and Y.-T. Chen, “Genetic algorithm-assisted joint quantised precoding and transmit antenna selection in multiuser multiple-input multiple-output systems,” IET: Communications, vol. 5, issue 9, pp. 1220-1229, June 2011.
  [24]   K.-H. Wu, W.-H. Fang and J.-T. Chen, “Antenna-Array-Assisted frequency offset estimation and data detection in an uplink multiuser MIMO-OFDM interference network,” Wireless Personal Communications, vol. 58, no. 2, pp. 215-237, May 2011.
  [25]   J43. H.-S. Chen, W.-H. Fang and Y.-T. Chen, “A two-stage power allocation for amplify-and-forward cooperative networks with distributed GABBA space-time codes,” IET: Communications, vol. 5, issue 3, pp. 296-306, Feb. 2011.
  [26]   Y.-T. Chen, Y.-C. Lin and W.-H. Fang, “A Video-based Human Fall Detection System for Smart Homes,” Journal of the Chinese Institute of Engineers, vol. 33, no. 5, pp. 681-690, July 2010.
  [27]   J.-H. Lin, W.-H. Fang, K.-H. Wu and J.-D. Lin, “A fast algorithm for joint two-dimensional direction of arrival and frequency estimation via hierarchical space-time decomposition,” Signal Processing, vol. 90, issue 1, pp. 207-216, 2010.
  [28]   K.-H. Wu and W.-H. Fang, “A low complexity adaptive algorithm for eigenspace-based two-dimensional direction of arrival tracking,” IEICE Trans. Fundamentals, vol.E92-A, no.8, pp. 2097-2106, Aug. 2009.
  [29]   J.-S. Chang, Arthur C.-C. Shih, H.-R. Tyan and W.-H. Fang, “Principal component analysis-based mesh decomposition,” Journal of Information Science and Engineering (JISE), vol. 25, no. 4, pp. 971-987, July 2009.
  [30]   Y.-Y. Wang, W.-H. Fang and J.-T. Chen, “A space-time signal decomposition algorithm for downlink MIMO DS-CDMA receivers,” IEICE Trans. Commun., vol. E92-B, no. 6, pp. 2131-2141, June 2009.
  [31]   H.-Y. Lu and W.-H. Fang, “Soft information assisted space-time multiuser detection for highly loaded CDMA,” IEEE Trans. Wireless Commun., vol. 8, no. 2, pp. 662-667, Feb. 2009.
  [32]   H.-Y. Lu and W.-H. Fang, “Joint receive antenna selection and symbol detection for MIMO systems: A heterogeneous genetic approach,” IEEE Communication Letters, vol. 13, no. 2, pp. 97-99, Feb. 2009.
  [33]   Y.-P. Tu, W.-H. Fang and H.-Y. Lu, “Efficient groupwise multiuser detection with iterative soft interference cancellation for multirate MC-CDMA,” Computer Communications, vol. 32, issue 3, pp. 482-491, 2009.
  [34]   H.-Y. Lu, W.-H. Fang and H.-P. Hsu, “Group signature sequence optimisation for highly loaded MIMO MC-CDMA,” Electronics Letters, vol. 45, issue 1, pp. 69-70, 2009.
  [35]   H.-Y. Lu, W.-H. Fang, and K. Chan, “Joint generalized antenna combination and symbol detection based on minimum error rate: A particle swarm optimization approach,” IEICE Trans. Commun., vol. E91-B, no. 9, pp. 3009-3012, Sep. 2008.
  [36]   K.-Y. Lian, C.-S. Huang, W.-H. Fang and C.-H. Su, “Chaotic control and chaotification using fuzzy approach,” Int. J. Bifurcation and Chaos in Applied Sciences and Engineering, vol. 18, no. 1, pp. 263-274, Jan. 2008.
  [37]   H.-Y. Lu and W.-H. Fang, “Signature sequence optimization for MC-CDMA: A geometric approach,” IEICE Trans. Commun., vol. E90-B, no. 6, pp. 1540-1542, June 2007.
  [38]   W.-S. Yang, W.-H. Fang and J.-Y. Lin, “Subcanceller: Adaptive generalised sidelobe canceller with optimum subband decomposition,” IET: Radar, Sonar, and Navigation, vol. 1, no. 3, pp. 198-206, June 2007.
  [39]   H.-Y. Lu and W.-H. Fang, “Joint transmit/receive antenna selection in MIMO systems based on the priority based genetic algorithm,” IEEE Antennas and Wireless Propagation Letters, vol.6, pp. 588-591, 2007.
  [40]   H.-M. Chen, P.-H. Chen, K.-L. Yeh, W.-H. Fang, M.-C. Shie and F. Lai, “Center of mass-based adaptive fast block motion estimation,” EURASIP Journal on Image and Video Processing, vol. 2007, Article ID 65242, 11 pages, 2007.
  [41]   J.-D. Lin, W.-H. Fang, Y.-Y. Wang and J.-T. Chen, “FSF MUSIC for joint DOA-FOA estimation and its performance analysis,” IEEE Trans. Signal Processing, vol. 54, no. 12, pp. 4529-4542, Dec. 2006.
  [42]   W.-S. Yang, W.-H. Fang and J.-Y. Lin, “Minimum variance multi-user detection with optimum subband decomposition over multipath channels,” IEICE Trans. Commun., vol. E89-B, no. 11, pp. 3075-3082, Nov. 2006.
  [43]   H.-Y. Lu and W.-H. Fang, “Decision aided hybrid MMSE/SIC multiuser detection: Structure and AME performance analysis,” IEICE Trans. Fundamentals, vol. E89-A, no. 2, pp. 600-610, Feb. 2006.
  [44]   P.-H. Chen, H.-M. Chen, K.-J. Hung, W.-H. Fang, M.-C. Shie and F. Lai, “Markov model fuzzy-reasoning based algorithm for fast block motion estimation,” Journal of Visual Communication and Image Representation, vol. 17, no. 1, pp. 131-142, 2006.
  [45]   H.-Y. Lu and W.-H. Fang, “Joint frequency offset estimation and multiuser detection using genetic algorithm in MC-CDMA,” IEICE Trans. Commun., vol. E88-B, no. 11, pp. 1227-1233, Nov. 2005.
  [46]   W.-H. Fang, H.-S. Hung, C.-H. Lu and P.-C. Chu, “Block adaptive beamforming via parallel projection method,” IEICE Trans. Commun., vol. E88-B, no. 3, pp. 1227-1233, Mar. 2005.
  [47]   J.-D. Lin, W.-H. Fang and J.-T. Chen, “Constrained TST MUSIC for Joint Spatio-Temporal Channel Parameter Estimation in DS/CDMA Systems,” Journal of Wireless Communication and Mobile Computing: Special Issue on Emerging Multiple Access Technologies, vol. 5, pp. 57-67, Jan. 2005.
  [48]   Y. Chu and W.-H. Fang, “Performance analysis of a wavelet-based generalized sidelobe canceller,” IEEE Trans. Antenna Propagation, vol. 51, no. 3, pp. 519-534, Mar. 2003.
  [49]   W.-H. Fang, J.-T. Chen, M.-L. Wu and C.-H. Tsai, “Hybrid multi-user detection with dynamic mapping functions,” Journal of Chinese Institute of Electrical Engineering, vol. 9, no. 4, pp. 379-386, Nov. 2002.
  [50]   Y.-Y. Wang, J.-T. Chen and W.-H. Fang, “TST-MUSIC for joint DOA-delay estimation,” IEEE Trans. Signal Processing, vol. 49, no. 4, pp. 721-729, Apr. 2001.
  [51]   Y.-Y. Wang, J.-T. Chen and W.-H. Fang, “Joint estimation of DOA and delay using TST-MUSIC in a wireless channel,” IEEE Signal Processing Letters, vol.8, no.2, pp.58-60, Feb. 2001.
  [52]   Y.-Y. Wang and W.-H. Fang, “Wavelet-based broadband beamformers with dynamic subband selection,” IEICE Trans. Commun., vol.E83-B, no.4, pp.819-826, Apr. 2000
  [53]   M.-C. Shie, W.-H. Fang, K.-J. Hung and F. Lai, “Fast, Robust block motion estimation using simulated annealing,” IEICE Trans. Fundamentals, vol.E83E-A, no.1, pp.121-127, Jan. 2000.
  [54]   W.-H. Fang and M.-L. Wu, “Unified fully-pipelined VLSI implementations of the one- and two-dimensional real discrete trigonometric transforms,” IEICE Trans. Fundamentals, Vol. E82E-A, No. 10, pp.2219-2230, Oct. 1999.
  [55]   Y. Chu and W.-H. Fang, “A novel wavelet-based generalized sidelobe canceller,” IEEE Trans. Antennas and Propagation, Vol. 47, No. 10, pp.1485-1494, Sept. 1999.
  [56]   W.-H. Fang, N.-C. Hu and S.-K. Shih, “Recursive fast computation of the two-dimensional discrete cosine transform,” IEE Proc.-Vision, Image and Signal Processing, vol. 146, No. 1, pp. 25-33, Feb. 1999.
  [57]   S.-H. Chang, T.-Y. Lee and W.-H. Fang, “High-resolution bearing estimation via UNItary Decomposition Artificial Neural Network (UNIDANN),” IEICE Trans. Fundamentals, vol. E81E-A, no. 11, pp. 2455-2462, Nov. 1998.
  [58]   Y. Chu, W.-H. Fang and S.-H. Chang, “Robust two-dimensional frequency estimation by using higher order statistics,” IEICE Trans. Fundamentals, vol. E81-A, no. 6, pp. June 1216-1222, 1998.
  [59]   Y. Chu and W.-H. Fang, “An efficient approach for the harmonic retrieval problem via Haar wavelet transform,” IEEE Signal Processing Letters, vol. 4, no. 12, pp. 331-333, Dec. 1997.
  [60]   Y. Chu, W.-H. Fang and S.-H. Chang, “A new state space-based approach for the estimation of two-dimensional frequencies and its parallel implementations,” IEICE Trans. Fundamentals, vol. E80E-A, no. 6, pp. 1099-1108, June 1997.
  [61]   Y. Chu and W.-H. Fang, “Two-dimensional harmonic retrieval via forward-backward multiple-block rotational invariance structures,” Journal of Chinese Institute of Electrical Engineering, vol. 2, pp. 189-203, Apr. 1995.
  [62]   W.-H. Fang and J.-D. Lee, “New efficient CORDIC-based systolic architectures for the 1-D/2-D discrete Hartley transform,” IEE Proc.-Computers and Digital Techniques, vol. 142, issue 3, pp. 201-207, Mar. 1995.
  [63]   W.-H. Fang and A. E. Yagle, “Two-dimensional linear prediction and spectral estimation on a polar raster,” IEEE Trans. Signal Processing, vol. 42, no. 3, pp. 628-641, Mar. 1994.
  [64]   W.-H. Fang and A. E. Yagle, “A systolic architecture for new split algorithms for arbitrary Toeplitz-plus-Hankel matrices,” IEEE Trans. Signal Processing, vol. 42, no. 2, pp. 485-489, Feb. 1994.
  [65]   W.-H. Fang and A. E. Yagle, “Fast algorithms for linear least-squares smoothing problems using generalized Bellman-Siegert-Krein resolvant identities,” IEEE Trans. Signal Processing, vol. 40, no. 6, pp. 1570-1575, June 1992.
  [66]   W.-H. Fang and A.E. Yagle, “Two methods for Toeplitz-plus-Hankel approximation to a data covariance matrix,” IEEE Trans. Signal Processing, vol. 40, no. 6, pp. 1490-1498, June 1992.
  [67]   W.-H. Fang and A.E. Yagle, “Discrete fast algorithms for two-dimensional linear prediction on a polar raster,” IEEE Trans. Signal Processing, vol. 40, no. 6, pp. 1480-1489, June 1992.
  [1]   D. Purwanto, Y.-T. Chen, and W.-H. Fang, “Dance with self-attention: a new look of conditional random fields on anomaly detection in videos,” in Proc. International Conf. Computer Vision (ICCV), 2021.
  [2]   C.-H. Bai, S. W. Prakosa, H.-Y. Hsieh, J-S. Leu, and W.-H. Fang, “Progressive Contextual Excitation for Smart Farming Application,” in Proc. International Conference on Computer Analysis of Images and Patterns, Cyprus, 2021.
  [3]   Y.-T. Chen, W.-H. Fang, S.-T. Dai, and C.-C. Lu, “Skeleton moving pose-based human fall detection with sparse coding and temporal pyramid pooling” in Proc. IEEE International Conference on Applied System Innovation (ICASI), Taiwan, 2021.
  [4]   R. R. A. Pramono, Y.-T. Chen, and W.-H. Fang, “Empowering relational network by self-attention augmented conditional random fields for group activity recognition,” in Proc. European Conf. Computer Vision (ECCV), pp. 71-90, UK, 2020.
  [5]   R. R. A. Pramono, Y.-T. Chen, and W.-H. Fang, “Hierarchical Self-Attention Network for Action Localization in Videos,” in Proc. International Conf. Computer Vision (ICCV), Seoul, Korea, 2019.
  [6]   D. Purwanto, R. R. A. Pramono, Y.-T. Chen, and W.-H. Fang, “Extreme low resolution action recognition with spatial-temporal multi-head self-attention and knowledge distillation,” in Proc. International Conf. Computer Vision Workshop, Seoul, Korea, 2019.
  [7]   L. B. Dano, S.-L. Lee and W.-H. Fang, “Compact and Broadband Asymmetric Curved Directional Couplers Using the Silicon-On-Insulator (SOI) Platform,” in Proc. Optoelectronics and Communications Conference/ International Conference on Photonic in Switching and Computing (OECC/PSC), Fukuoka, Japan, 2019.
  [8]   H. T. Likassa and W.-H. Fang, “Robust regression for image alignment via subspace recovery techniques,” in Proc. International Conference on Network, Communication and Computing (ICNCC), Taipei, Taiwan, 2018.
  [9]   H. Zhou, Y.-T. Chen, J. Zhang, and W.-H. Fang, “Efficient weighted kernel sharing convolutional neural networks,” in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP), Taichung, Taiwan 2018.
  [10]   D. Purwanto, Y-T. Chen, W.-H. Fang, and W.-C. Wu, “Video summarization: How to use deep-learned features without a large-scale dataset,” in Proc. IEEE International Conference on Awareness Science and Technology (iCAST), pp. 220-225, Fukuoka, Japan, 2018.
  [11]   L.-D. Fang, W.-H. Fang, L.-H. Yu, and Y.-T. Chen, “Breast tumor detection in the microwave imaging with oblique projection and Rao detectors,” in Proc. IEEE International Conference on Applied System Innovation (ICASI), pp. 239-242, Tokyo, Japan, 2018.
  [12]   H. T. Likassa, W.-H. Fang, and Y.-A. Chung, “Modified robust image alignment by sparse and low rank decomposition for highly linearly correlated data,” in Proc. International Conference on Intelligent Green Building & Smart Grid (IGBSG), Ilan, Taiwan, 2018.
  [13]   D. Purwanto, Y.-T. Chen, and W.-H. Fang, “Temporal aggregation for first-person action recognition using Hilbert-Huang transform,” in Proc. IEEE IEEE International Conference on Multimedia & Expo (ICME), pp. 895-890, Hong Kong, 2017.
  [14]   E. H. P. Alwando, Y.-T. Chen, and W.-H. Fang, “Multiple path search for action tube detection in videos,” in Proc. IEEE Int'l Conf. Image Processing (ICIP), pp. 4232-4236, China 2017.
  [15]   L.-D. Fang, W.-H. Fang, D.-C. Chang, and Y.-T. Chen, “Robust breast tumor detection via shrinkage covariance matrix estimation,” in Proc. IEEE International Conference on Signal and Image Processing Applications (ICSIPA), pp. 84-89, Malaysia, 2017.
  [16]   Y.-T. Chen, T.-Z. Wang, W.-H. Fang, and D. Purwanto, “Learning Visual Object and Word Association,” in Proc. IEEE International Conference on Signal and Image Processing Applications (ICSIPA), pp. 43-48, Malaysia, 2017.
  [17]   K.-W. Cheng, Y.-T. Chen, and W.-H. Fang, “Iterative location refinement in convolutional neural networks for improved object detection,” in Proc. IEEE Int'l Conf. Image Processing (ICIP), pp. 3643-3647, Phoenix, USA, 2016.
  [18]   T.-I. Lai, W.-H. Fang, and S.-C. Lin, “Efficient subcarrier pairing and power allocation in multi-relay cognitive networks,” in Proc. International Conference on Intelligent Green Building & Smart Grid (IGBSG), Prague, Czech Republic, 2016.
  [19]   Y.-C. Lee W.-H. Fang, and Y.-T. Chen, “Improved HISS technique for multidimensional harmonic retrieval problems,” in Proc. IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), pp. 109-112, Chengdu, China, 2015.
  [20]   Y.-T. Chen, W.-H. Fang, K.-W. Cheng, and C.-Y. Lee, “Abnormal detection in crowded scenes via kernel based direct density ratio estimation,” in Proc. IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), pp. 230-234, Chengdu, China, 2015.
  [21]   K.-W. Cheng, Y.-T. Chen, and W.-H. Fang, “Video anomaly detection and localization using hierarchical feature representation and Gaussian process regression,” in Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR), pp. 2909-2917, Boston, USA, 2015.
  [22]   W.-H. Fang, Y.-T. Chen, and Tso-I Lai “Joint precoding and transmit antenna selection with power allocation in multiuser MIMO systems under limited feedback,” in Proc. IEEE International Symposium on Next-Generation Electronics (ISNE), Taipei, Taiwan, 2015.
  [23]   L.-D. Fang, W.-H. Fang, and D.-C. Chang, “UWB microwave imaging for breast tumor detection based on shrinkage covariance matrix estimation,” in Proc. IEEE MTT-S International Microwave Workshop Series on RF and Wireless Technologies for Biomedical and Healthcare Applications (IMWS-Bio), Taipei, 2015.
  [24]   H.-S. Lang, F.-T. Yeh, S.-C. Lin, and W.-H. Fang, “Joint subcarrier pairings and power allocations with interference management in cognitive relay networks based on genetic algorithms,” in Proc. International Conference on Intelligent Green Building & Smart Grid (IGBSG), Taipei, Taiwan, 2014.
  [25]   H.-S. Lang, W.-H. Fang, and S.-C. Lin, “Power allocation and subcarrier pairing in OFDM-based decode-and-forward relay networks based on a genetic approach,” in Proc. International Symposium on Intelligent Signal Processing and Communication Systems, pp. 85-90, Okinawa, Japan, 2013.
  [26]   K.-W. Cheng, Y.-T. Chen and W.-H. Fang, “Abnormal crowd behavior detection and localization using maximum sub-sequence search,” in Proc. ACM/IEEE International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Stream (ARTEMIS), pp. 49-57, Barcelona, Spain, 2013.
  [27]   K.-W. Cheng, Y.-T. Chen and W.-H. Fang, “Spatial-temporal maximum-subsequence search for anomaly event detection and localization,” in Proc. Conference on Computer Vision, Graphics, and Image Processing, Yilan, 2013.
  [28]   D.-C. Chang, L.-D. Fang, W.-H. Fang, and C.-H. Lee, “Tradeoff study of microwave imaging for biomedical application,” in Proc. IEEE MTT-S International Microwave Workshop Series on RF and Wireless Technologies for Biomedical and Healthcare Applications (IMWS-Bio), Singapore, 2013.
  [29]   C.-F. Chen, W.-H. Fang, and H.-S. Lang, “Joint relay selection, bandwidth allocation and power distribution via genetic algorithm in decode-and-forward relay networks,” in Proc. IEEE International Symposium on Intelligent Signal Processing and Communication Systems, Tamsui, pp. 124-129, New Taipei City, Taiwan, 2012.
  [30]   Y.-T. Chen, Y.-R. Lin and W.-H. Fang, “A novel shadow-assistant human fall detection scheme using a cascade of SVM classifiers,” in Proc. Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR) and Statistical Techniques in Pattern Recognition (SPR), Lecture Notes in Computer Science, pp. 710-718, Hiroshima, Japan, 2012.
  [31]   Y.-T. Chen, Y.-R. Lin and W.-H. Fang, “Detection of human fall in video using shadow information,” in Proc. IEEE Biomedical Circuits and Systems Conference (BioCAS), pp.284-287, Hsinchu, Taiwan, 2012.
  [32]   J.-L Huang., W.-H. Fang, and P.-W. Cheng, “Oblique-projection based receiver with interference cancellation in OFDMA Uplink,” in Proc. IEEE International Conference on Anti-counterfeiting, Security, and Identification, pp. 302-306, Taipei, Taiwan, 2012.
  [33]   Y.-P. Tu, W.-H. Fang, and Y.-T. Chen, “A novel subspace decomposition-based detection scheme with soft interference cancellation for OFDMA uplink,” in Proc. IEEE Vehicular Technology Conference-Spring, art. no. , Yokohama, Japan, 2012.
  [34]   W.-H. Fang, Y.-T. Chen, and H.-S. Chen, “A genetic approach for joint relay selection and power allocation in amplify-and-forward relay networks,” in Proc. IEEE Conf. Intelligent Computing and Intelligent Systems, vol. 2, pp. 657-661, Guangzhou, China, 2011.
  [35]   Y.-T. Chen, Y.-C. Lin and W.-H. Fang, “A hybrid human fall detection scheme,” in Proc. IEEE International Conference on Image Processing, art. no. 5650127, pp. 3485-3488, Hong Kong, China, 2010.
  [36]   H.-S. Chen, W.-H. Fang, and Y.-T. Chen, “Relaying through distributed GABBA space-time coded amplify-and-forward cooperative networks with two-stage optimum power allocation,” in Proc. IEEE Vehicular Technology Conference-Spring, art. no. 5494063, Taipei, Taiwan, 2010.
  [37]   C.-H. Lin, W.-H. Fang, V.-K. Vu and Y.-T. Chen, “Joint direction finding and propagation delay estimation in the presence of mutual coupling,” in Proc. IEEE Vehicular Technology Conference-Spring, art. no. 5494123, Taipei, Taiwan, 2010.
  [38]   K.-H. Wu, W.-H. Fang, and Y.-T. Chen, “Joint carrier frequency offset and direction of arrival estimation via hierarchical ESPRIT for interleaved OFDMA/SDMA uplink systems,” in Proc. IEEE Vehicular Technology Conference-Spring, art. no. 5493621, Taipei, Taiwan, 2010.
  [39]   Y.-P. Tu, W.-H. Fang, T.-Y. Tsai and Y.-T. Chen, “A two-stage receiver with soft interference cancellation for space-time block code and spatial multiplexing combined systems,” in Proc. IEEE Vehicular Technology Conference-Spring, art. no. 5493822, Taipei, Taiwan, 2010.
  [40]   S.-C. Huang, W.-H. Fang, H.-S. Chen and Y.-T. Chen, “Hybrid genetic algorithm for joint precoding and transmit antenna selection in multiuser MIMO systems with limited feedback,” in Proc. IEEE Vehicular Technology Conference-Spring, art. no. 5493745, Taipei, Taiwan, 2010.
  [41]   K.-H. Wu, W.-H. Fang, Y.-T. Chen and J.-T. Chen, “Antenna-array-assisted frequency offset estimation and data detection in an uplink multiuser MIMO-OFDM interference network,” in Proc. IEEE Symposium Personal, Indoor and Mobile Radio Communications, art. no. 5450349, Tokyo, Japan, 2009.
  [42]   Y.-P. Tu, W.-H. Fang, and H.-Y. Lu, “Alternating multiuser detection with iterative soft interference cancellation for dual signaling systems,” in Proc. IEEE Symposium on Personal, Indoor and Mobile Radio Communications, art. no. 5450315, Tokyo, Japan, 2009.
  [43]   J.-H. Lin, W.-H. Fang and Y.-T. Chen, “Efficient joint two-dimensional angle and polarization estimation with crossed dipoles,” in Proc. International Conference on Information, Communications and Signal Processing, art. no. 5397745, Macau, China, 2009.
  [44]   H.-Y. Lu and W.-H. Fang, “Space-time multiuser detection with alternating soft information cancellation in highly loaded CDMA systems,” in Proc. IEEE Asia Pacific Conf. Circuits and Systems, pp. 422-425, Macau, China, 2008.
  [45]   W.-S. Yang, W.-H. Fang, K.-Y. Chen and H.-Y. Lu, “A cross decision feedback GSC-based Capon multiuser receiver for space-time block coded CDMA systems,” in Proc. IEEE Asia Pacific Conf. Circuits and Systems, pp. 598-601, Macau, China, 2008.
  [46]   K.-C. Huang, H.-Y. Lu, and W.-H. Fang, “A genetic approach for joint receive antenna selection and symbol detection in multiuser MIMO systems,” in Proc. IEEE International Conference on Wireless Communications, Networking and Mobil Computing (WiCOM), Dalian, China, 2008.
  [47]   J.-S. Chang, Arthur C.-C. Shih, H.-Y. Lin, H.-Y. Mark Liao and W.-H. Fang, “3D mesh representation and retrieval using isomap manifold,” in Proc. IEEE International Workshop on Multimedia Signal Processing, pp. 541-546, Queensland, Australia, 2008.
  [48]   H.-Y. Lu, Y.-P. Tu, W.-H. Fang and K.-C. Huang, “A low complexity groupwise multiuser detection with iterative soft interference cancellation for multirate MC-CDMA,” in Proc. IEEE International Conference on Wireless Communications, Networking and Mobil Computing (WiCOM), Dalian, China, 2008.
  [49]   Y.-T. Chen, K.-L. Yeh and W.-H. Fang, “Opportunistic uplink retransmission control with active-user estimation in multi-user packet CDMA systems,” in Proc. IEEE Vehicular Technology Conference-Spring, pp. 1856-1860, Singapore, 2008.
  [50]   Y.-P. Tu, W.-H. Fang, H.-Y. Lu and Y.-T. Chen, “Iterative multiuser detection with soft interference cancellation for multirate MC-CDMA,” in Proc. IEEE Vehicular Technology Conference-Spring, pp. 708-712, Singapore, 2008.
  [51]   K.-C. Huang, W.-H. Fang, H.-Y. Lu and Y.-T. Chen, “Joint generalized antenna combination and symbol detection based on minimum bit error rate: A particle swarm optimization approach,” in Proc. IEEE Vehicular Technology Conference-Spring, pp. 252-256, Singapore, 2008.
  [52]   H.-Y. Lu and W.-H. Fang, “Soft information assisted linear space-time multiuser detection for multipath CDMA,” in Proc. IEEE Wireless Communications and Networking Conference, pp. 917-921, Hong Kong, China, 2007.
  [53]   J.-D. Lin, W.-H. Fang and C.-H. Lin, “Further results of the analysis of the MUSIC for closely spaced, non-equal power plane waves,” in Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, pp. 809-812, Hawaii, USA, 2007.
  [54]   C.-H. Lin, W.-H. Fang, K.-H. Wu and J.-D. Lin, “Fast algorithm for joint azimuth and elevation angles, and frequency estimation via hierarchical space-time decomposition,” in Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, pp. 1061-1064, Hawaii, USA, 2007.
  [55]   C.-H. Lin, W.-H. Fang, W.-S. Yang and J.-D. Lin, “SPS-ESPRIT for joint direction and polarization estimation with a COLD array,” in Proc. IEEE AP-S International Symposium on Antennas and Propagation, pp. 1136-1139, Hawaii, USA, 2007.
  [56]   W.-S. Yang, W.-H. Fang and C.-H. Lin, “Adaptive beamforming with hierarchical subspace decomposition,” in Proc. IEEE AP-S International Symposium on Antennas and Propagation, pp. 4224-4227, Hawaii, USA, 2007.
  [57]   H.-Y. Lu and W.-H. Fang, “Partial Soft Group Layered Space-Time MUD in MIMO CDMA Systems,” in Proc. IEEE International Symposium on Microwave, Antenna, Propagation and EMC Technologies (MAPE) for Wireless Communications, pp. 1159-1162, Hangzhou, China, 2007.
  [58]   H.-Y. Lu, W.-H. Fang, Y.-T. Chen and K.-L. Yeh, “Heterogeneous information aided semiblind group MUD for MIMO MC-CDMA systems,” in Proc. IEEE Vehicular Technology Conference-Fall, pp. 730-734, Baltimore, USA, 2007.
  [59]   J.-S. Chang, Arthur C.-C., Shih, H.-Y. Mark Liao and W.-H. Fang, “Principal component analysis-based mesh decomposition,” in Proc. IEEE International Workshop on Multimedia Signal Processing, pp.292 - 295 , Chania, Crete, Greece, 2007.
  [60]   K.-H. Wu, W.-H. Fang, and J.-T. Chen, “Joint DOA-frequency offset estimation and data detection in uplink MIMO-OFDM networks with SDMA techniques,” in Proc. IEEE Vehicular Technology Conference-Spring, pp. 2977-2981, Melbourne, Australia, 2006.
  [61]   J.-H. Lin, K.-H. Wu, J.-D. Lin and W.-H. Fang, “A one-dimensional ESPRIT based algorithm for joint azimuth, elevation and frequency estimation," in Proc. IEEE AP-S International Symposium on Antennas and Propagation, pp. 1137-1140, Albuquerque, New Mexico, USA, 2006.
  [62]   W.-S. Yang, W.-H. Fang and J.-H. Lin, “Decision feedback subband generalized sidelobe canceller: Filter bank design, convergence rate, and output SINR,” in Proc. IEEE AP-S International Symposium on Antennas and Propagation, pp. 3331-3334, Albuquerque, New Mexico, USA, 2006.
  [63]   H.-Y. Lu and W.-H. Fang, “Joint frequency offset estimation and multiuser detection using genetic algorithm in MC-CDMA,” in Proc. IEEE Int'l Symp. Circuits and Systems, pp. 1726-1729, Kobe, Japan, 2005.
  [64]   W.-H. Fang, S.-H. Hung and K.-H. Wu, “Block adaptive beamforming via parallel projection method,” in Proc. IEEE/ACES Int'l Conf. Wireless Communications and Applied Computational Electromagnetics, pp. 983-986, Hawaii, USA, 2005.
  [65]   K.-H. Wu, W.-H. Fang, H.-J. Chen and J.-T. Chen “A low complexity adaptive algorithm for tracking of eigenspace-based two-dimensional directions of arrival,” in Proc. IEEE/ACES Int'l Conf. Wireless Communications and Applied Computational Electromagnetics, pp. 349-352, Hawaii, USA, 2005.
  [66]   W.-S. Yang, W.-H. Fang and J.-Y. Lin, “Adaptive beamforming with optimum subband decomposition,” in Proc. IEEE AP-S International Symposium on Antennas and Propagation, vol. 3A, pp. 287-290, Washington DC, 2005.
  [67]   J.-D. Lin, W.-H. Fang and J.-T. Chen, “A low complexity algorithm for joint DOA and multipath delay estimation in frequency hopping systems,” in Proc. IEEE AP-S International Symposium on Antennas and Propagation, vol. 4A, pp. 118-121, Washington DC, 2005.
  [68]   J.-S. Chang, Arthur C.-C., Shih, H.-Y. Mark Liao and W.-H. Fang, “Using normal vectors for stereo correspondence construction,” in Proc. Workshop on Intelligent Information Hiding and Multimedia Signal Processing, Part I, pp. 582-588, Melbourne, Australia, 2005.
  [69]   W.-S. Yang, W.-H. Fang and K.-Y. Pan, “On the design of optimum subband filters for decision feedback generalized sidelobe canceller,” in Proc. IEEE International Symposium on Microwave, Antenna, Propagation and EMC Technologies (MAPE) for Wireless Communications, pp. 807-810, Beijing, China, 2005.
  [70]   J.-Y. Chung, W.-H. Fang, H.-Y. Lu and W.-S. Yang, “Layered space-time MUD with adaptive group order successive interference cancellation,” in Proc. IEEE International Symposium on Microwave, Antenna, Propagation and EMC Technologies (MAPE) for Wireless Communications, pp. 1162-1165, Beijing, China, 2005.
  [71]   J.-D. Lin, W.-H. Fang, K.-S. Wu and J.-T. Chen, “FSF subspace approach for joint DOA and frequency estimation,” in Proc. IEEE Int'l Conf., Acoustics, Speech, and Signal Processing, vol. 2, pp.157-160, Montreal, Canada, 2004.
  [72]   H.-Y. Lu and W.-H. Fang, “A hybrid of space time coding and orthogonal zero padding,” in Proc. IEEE Vehicular Technology Conf.-Spring, pp.405-409, Milan, Italy, 2004.
  [73]   W.-S. Yang, C.-Y. Lin and W.-H. Fang, “Minimum variance multi-user detection with optimum subband decomposition over multipath channels,” in Proc. IEEE Int'l Symp. Circuits and Systems: Frontiers of Mobile and Wireless Communications, pp. 101-104, Shanghai, China, 2004.
  [74]   H.-Y. Lu and W.-H. Fang, “'Decision aided MMSE/SIC multiuser detection for DS/CDMA systems,” in Proc. IEEE Int'l Symp. Circuits and Systems: Frontiers of Mobile and Wireless Communications, pp. 795-798, Shanghai, China, 2004.
  [75]   W.-H. Fang and H.-M. Hung, “Partially adaptive beamformers via wavelet-based subband decomposition,” in Proc. IEEE Vehicular Technology Conf.-Spring, pp.592-596, Korea, 2003.
  [76]   J.-D. Lin, W.-H. Fang and J.-T. Chen, “Constrained TST MUSIC for joint spatial-temporal channel parameter estimation,” in Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, pp.193-196, Hong Kong, 2003.
  [77]   J.-D. Lin, W.-H. Fang and M.-L. Wu, “Joint spatial-temporal channel parameter estimation using tree-structured MUSIC,” in Proc. IEEE Vehicular Technology Conf.-Spring, pp. 185-189, Alabama, USA, 2002.
  [78]   H.-K. Wu, W.-H. Fang and M.-L. Wu, “A cascaded constrained beamforming and multi-user detection using cyclostationarity,” in Proc. IEEE Vehicular Technology Conf-Spring, pp. 1921-1925, Alabama, USA., 2002.
  [79]   H.-K. Wu and W.-H. Fang, “A low complexity DS-CDMA linear detector using spatial and temporal projection matrices,” in Proc. IEEE International Symposium on Intelligent Signal Processing and Communication Systems, pp. 254-258, Kaohsiung, Taiwan, 2002.
  [80]   Y.-Y. Wang, J.-T. Chen and W.-H. Fang, “Joint estimation of the DOA and delay based on the TST-ESPRIT in a wireless channel,” in Proc. IEEE Signal Processing Workshop on Signal Processing Advances in Wireless Communications, pp. 302-305, Taipei, Taiwan, 2001.
  [81]   J.-H. Tsai, W.-H. Fang and J.-T. Chen, “Hybrid MMSE and SIC for multiuser detection,” in Proc. IEEE Vehicular Technology Conf.-Spring, pp. 1779-1783, Rhode Islands, Greece, 2001.
  [82]   M.-L. Wu, W.-H. Fang and J.-T. Chen, “Multi-user detection with dynamic channel assignment,” in Proc. IEEE Vehicular Technology Conf.-Spring, pp. 916-920, Rhode Islands, Greece, 2001.
  [83]   M.-L. Wu, W.-H. Fang and J.-T. Chen, “Design of low complexity multiuser detection using information theoretic criteria,” in Proc. IEEE Globecom Conf., pp. 254-258, San Antonio, U.S.A., 2001.
  [84]   C.-H. Tsai, W.-H. Fang and J.-D. Lin, “Hybrid multi-user detection with dynamic mapping functions,” in Proc. Int'l Symp. Communication, p 60, Tainan, Taiwan, 2001.
  [85]   C.-C. Yueh, W.-H. Fang and M.-L. Wu, “A low complexity partially adaptive antenna array based multi-user detection,” in Proc. Int'l Symp. Communication, Tainan, Taiwan, 2001
  [86]   Y.-Y. Wang and W.-H. Fang, “TST-MUSIC for DOA-delay joint estimation" in Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, pp. 2565-2568, Istanbul, Turkey, 2000.
  [87]   M.-L. Wu, J.-T. Chen and W.-H. Fang, “Multi-Channel multi-user Detection in cellular systems using partial information of CCIs,” in Proc. Wireless Personal and Multimedia Communications, Netherlands, 1999.
  [88]   C.-L. Lee, J.-T. Chen and W.-H. Fang, "Dynamic channel allocation for low-reuse-factor multi-channel systems," in Proc. Int'l Wireless Communications, Victoria, Canada, 1999.
  [89]   Wang, Y.-Y., W.-H. Fang and J.-T. Chen, “Improved wavelet-based beamformers with dynamic subband selections,” in Proc. IEEE AP-S International Symposium on Antennas and Propagation, pp.1464-1467, Orlando, Fl., USA. 1999.
  [90]   M.-C. Shie, W.-H. Fang, K.-J. Hung and F. Lai, “Adaptive fast block motion estimation using simulated annealing,” in Proc. IEEE Asia-Pacific Conf. Circuits and Sys., pp. 607-610, Thailand, 1998.
  [91]   M.-C. Shie, W.-H. Fang, M.-L. Wu and F. Lai, “Unified fully-pipelined VLSI implementation of two-dimensional discrete trigonometric transforms,” in Proc. IEEE Asia-Pacific Conf. Circuits and Sys., pp. 623-626, Thailand, 1998.
  [92]   Y. Chu, W.-H. Fang and S.-H. Chang, “A novel wavelet-based generalized sidelobe canceller,” in Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, pp. 2497-2500, Seattle, WA, 1998.
  [93]   W.-H. Fang, N. C. Hu and S.-K. Shih, “Fast algorithms for the recursive computation of two-dimensional discrete cosine transform,” in Proc. European Signal Processing Conf., pp. 141-144, Rhode Islands, Greece, 1998.
  [94]   Y. Chu, W.-H. Fang and S.-H. Chang, “Performance analysis of wavelet-based generalized sidelobe cancellers,” in Proc. European Signal Processing Conf., pp. 1981-1984, Rhode Islands, Greece, 1998.
  [95]   S.-H. Chang, W.-W. Lin and W.-H. Fang, “A fast near-field bearing estimation via spatial exponential distribution,” in Proc. European Signal Processing Conf, pp. 2421-2424, Rhode Islands, Greece, 1998.
  [96]   W.-H. Fang and M.-L. Wu, “An efficient unified systolic architecture for the computation of discrete trigonometric transforms,” in Proc. IEEE Int'l Symp. Circuits and Sys., pp. 1141-1144, Hong Kong, 1997.
  [97]   J.-S. Jan, W.-H. Fang and M.-Y. Yu, “An adaptive flow-based dynamic search algorithm for block motion estimation,” in Proc. IEEE Int'l Symp. Circuits and Sys., pp. 2092-2095, Hong Kong, 1997.
  [98]   Y. Chu, W.-H. Fang and S.-H. Chang, “An efficient Haar wavelet-based approach for the harmonic retrieval problem,” in Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, pp. 1969-1972, Munich, Germany, 1997.
  [99]   M.-H. Huang, Y. Chu and W.-H. Fang, “Parallel implementations of a state space approach for the estimation of two-dimensional frequencies,” in Proc. Nat'l Symp. Telcom., pp. 337-344, Chung-Li, Taiwan, 1996.
  [100]   W.-H. Fang, M.-L. Wu and C.-S. Tzai, “New hardware-efficient fully pipelined architectures for the discrete trigonometric transforms,” in Proc. Nat'l Symp. Telcom , pp. 425-432, Chung-Li, Taiwan, 1996.
  [101]   S.-H. Chang, C.-C. Chang, C.-L. Chang and W.-H. Fang, “Spatial processing technique adaptive beamformer (SPTABF) via compactly supported wavelets,” in Proc. IEEE Int'l Conf. On Acoustics, Speech, and Signal Processing, pp.3173-3176, Atlanta, GA, 1996.
  [102]   Y. Chu, W.-H. Fang and S.-H. Chang, “A higher order statistics-based subspace method for the 2-D harmonic retrieval problem,” in Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, pp. 3006-3009, Atlanta, GA, 1996.
  [103]   Y. Chu, W.-H. Fang and M.-H. Huang, “A signal enhanced state space approach for the estimation of two-dimensional frequencies,” in Proc. IEEE Int'l Symp. Circuits and Sys., pp.128-131, Atlanta, GA, 1996.
  [104]   Y. Chu, W.-H. Fang and S.-H. Chang, “Two-dimensional harmonic retrieval viaforward-backward multiple-block rotational invariance structures,” in Proc. Int'l Symp. Communication, pp. 1162-1172, Taipei, Taiwan, 1995.
  [105]   W.-H. Fang and M.-C. Hung, “Fast algorithms for linear phase FIR filtering and modified covariance method,” in Proc. Int'l Symp Communication, pp. 852-858, Taipei, Taiwan, 1995.
  [106]   W.-H. Fang and Y.-L. Hwang, “New split algorithms for linear least squares prediction filters with linear phase,” in Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, Detroit, MI, pp.1149-1152, 1995.
  [107]   S.-H. Chang, T.-Y. Lee and W.-H. Fang, “High-resolution bearing estimation via UNItary Decomposition Artificial Neural Network (UNIDANN),” in Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, Detroit, MI, pp.3607-3610, 1995.
  [108]   J.-D. Lee and W-H. Fang, “New efficient CORDIC-based systolic architectures for the 1-D/2-D discrete Hartley transform,” in Proc. Int'l Symp. Communication, pp. 22-17 – 22-25, Hsingchu, Taiwan, 1993.
  [109]   Y.-L. Hwang and W-H. Fang, “New fast algorithms for the design of Wiener filters with linear phase,” in Proc. Int'l Symp. Communication, pp. 22-26 – 22-33, Hsingchu, Taiwan, 1993.
  [110]   W.-H. Fang, “Two-dimensional linear prediction and spectral estimation on a polar raster,” in Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, San Francisco, CA, pp. 325-328, 1992.
  [111]   W.-H. Fang and A. E. Yagle, “Discrete fast algorithms for two-dimensional linear prediction on a polar raster,” in Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, Albuquerque, NM, pp. 2017-2020,1990.
  [1]   Y.-Y. Wang, J.-T. Chen, and W.-H. Fang, “A one-dimensional tree-structure based algorithm for DOA-delay joint estimation,” in Chapter 7 of Advances in Direction of Arrival Estimation, S. Chandran ed. Artech House, 2006.

Research Achievement
Title Total Amount Conduct From Conduct Until Client
Genetic Algorithms Assisted Joint Precoding, Antenna Selection, Resource Allocation, and Related Problems in MIMO System 600000 9908 10007 National Science Council
Hierarchical Space-Time Decomposition Approach for Efficient Joint Parameter Estimation: Further Analysis and Some Practical Considerations 765000 9808 9907 National Science Council
Fast Algorithm for joint Directional-of-Arrival and Delta/Polarization Estimation and Their Performance Analysis. 706000 9708 9807 National Science Council
智慧型校園生活環境研擬與建置(3/3) 5068000 9611 9710 National Science Council
Joint Parameter Estimation via Hierarchical Space-Time Decomposition in Signal Processing and Wireless Communication 627000 9608 9707 National Science Council
智慧型校園生活環境研擬與建置(2/3) 6083000 9511 9610 National Science Council
Decision Feedback subband Generalized Sidelobe Canceller: Filter Bank Design, Performance Analysis, and 770000 9508 9607 National Science Council
智慧型校園生活環境研擬與建置(1/3) 5945000 9411 9510 National Science Council
Joint Frequence Offset-DOA Estimation and Symbol Detection in MIMO-OFDM System 717,000 9408 9507 National Science Council
發展軟體無線電技術(II)-智慧型天線系統/技術之研發-子計畫五 714000 9208 9307 National Science Council
 軟體無線通訊器多工系統之分析設計(IV) 573400 9108 9207 National Science Council
發展軟體無線電技術(I)-智慧型天線系統/技術之研發-子計畫五 799800 9108 9207 National Science Council
 軟體無線通訊器多工系統之分析設計(III) 573400 9008 9107 National Science Council
軟體無線通訊器多工系統之分析設計(II) 603100 8908 9007 National Science Council

Student
Academic Year Thesis Title Student
99 On the Receiver Design With Soft Interference Cancellation in Wireless Communication Systems Yung-Ping Tu
98 Tree Structure Joint Parameters Estimation Algorithms and Applications in Communication Systems Kuo-Hsiung Wu
96 Decomposition, Representation, and Retrieval of 3D Mesh-based Objects Jung-shiong Chang
95 Hard- and Soft-Decision Assisted Multiuser Detection for CDMA Systems H.Y.Lu
95 Efficient GSC-Based Interference Cancellers in Array Processing and Wireless Communications W.S.Yang
95 Chaotic System Control Using Genetic Fuzzy methods and a Hybrid Scheme Cheng-Sea Huang
94 Fast Algorithms for Joint Parameter Estimation Based on Hierarchical Space-Time Decomposition Technique in Wireless Communication Systems R.D.Lin
94 Performance Improvement for Nonlinear Systems Using Intelligent Method Chien-Hsing Su
93 NA C.Y.Huang
90 Low Complexity Antenna Array-Assisted Multiuser Detection Based on Information Theoretic Criteria M.L.Wu
88 A Time-Space-Time Based Approach for DOA-Delay Joint Estimationin a Wireless Channel Y.Y.Wang
86 Transform-Domain Statistical Signal Processing - a Wavelet-Based Approach Y. Chu
M.S
Academic Year Thesis Title Student
100 Joint Relay Selection, Bandwidth Allocation and Power Distribution via Genetic Algorithm in Decode-and-Forward Relay Networks Chen-Fu Chen
100 Oblique Projection Based Receiver With Interference Cancellation in OFDMA Uplink Jie-Liang Huang
100 Resource Allocation with Proportional Fairness in OFDMA-based DF Relay Networks Wei-chun Liao
99 Genetic Algorithm-Assisted Joint Admission Control and Relay Selection with Power Allocation in Amplify-and-Forward Cooperative Networks Yu-lung Liu
99 Joint Source and Relay Power Allocation in Amplify-and-Forward Relay Networks: A Unified Geometric Programming Framework Ming-Jung Deng
98 Genetic Algorithm-Assisted Joint Precoding and Transmit Antenna Selection with Power Allocation in Multi-user MIMO Systems Shen-chia Huang
98 Iterative Equalization for OFDMA Uplink with Frequency Offsets. Cheng-wei Chang
98 Two-Stage Algorithms for Power Allocation in Amplify-and-Forward Cooperative Networks Hung-Shiou Chen
97 Soft information assisted two-stage receiver for combined space-time block code and spatial multiplexing systems Tzung-You Tsai
97 Iterative joint generalized selection combining and detection in LDPC-coded MIMO systems Sheng-zhi Yang
96 Joint Antenna Selection and Symbol Detection Using Evolutionary Algorithms in the MIMO Wireless Communication Systems KYAR CHAN
96 Joint FEC-ARQ Optimized Video Streaming in Wireless Communications Chien-Jung Peng
96 A New Cross Decision Feedback GSC-Based Receiver in Alamouti Space-Time Block Coded Systems Kuan-Yu Chen
96 New Vehicle Plate Localization and Recognition System HSU-CHIA HAO
96 The Factor Graph Approach for Resource Assignment Optimization in Wireless Communications Ping-Hung Shih
95 Iterative Receivers With Alternating Soft Interference Cancellation for Multi-Rate MC-CDMA Zhao-Xiang Zhong
95 A Fast Quantum Search Algorithm and its Application Chien-hsing Yeh
95 Joint Transmit beamforming and Multiuser Detection Based on Genetic Algorithm in MIMO Systems HSU, YU-WEI
94 A Fast Quantum Search Algorithm and its Application J.S.Yeh
94 Multistage Soft Group Information Assisted Layered Space-Time Multi-User Detection for MIMO-CDMA Systems Y.F.Lu
94 Joint Transmit Beamforming and Multiuser Detection Based on Genetic Algorithm in MIMO Systems Y.W.Hsu
94 Iterative Receivers with Alternating Soft Interference Cancellation for Multi-Rate MC-CDMA S.H.Chung
94 Joint Iterative Signature Sequence Optimization and Group Oriented Multiuser Detection for DS-CDMA Systems Chia-Chuan Liu
94 Fast Algorithm for Joint 2D DOAs and Carrier Frequency/Time Delay Estimation Zhi-wen Lo
93 Low Complexity Adaptive Group Detection in Layered Space-Time MIMO Wireless Communications C.Y.Chung
93 Fast Algorithm for 2-D DOA and DOA-Delay Tracking S.L.Chen
93 Hybrid MMSE MUD and Dynamic Channel Assignment with Optimum Signature Sequence H.J.Huang
93 Decision Feedback GSC with Optimum Subband Decomposition K.Y.Pan
93 Reduction of Location Updates via Mobile Movement K.L.Kuo
93 Combination of Antenna Selection and Power Allocation for MC-CDMA D.H.Wang
92 Optimum Subband Decomposition in Array Signal Processing and Wireless Communications J.Y.Lin
91 Low Complexity Interference Suppression in Wireless Communications: Awavelet-Based Approach H.M.Hung
91 A Further Study of the POCS method in wireless communication J.H.Lu
90 Low Complexity Spatial-Temporal Linear Detectors for DS-CDMA System H.K.Wu
90 NA P.C.Chou
90 Side Match-Based Fast Block Motion Estimation T.C.Lu
89 Low Complexity Adaptive Antenna Array Based Multi-User Detection for CDMA Communication Systems C.C.Yueh
89 Hybrid MMSE and SIC for MultiUser Detection C.H.Tsai
88 Exploration of the multi-path wireless channel sub-space structure D.H.Lee
88 Dynamic Channel Allocation for low-reuse-factor Multi-Channel TDMA System C.L.Lee
88 Adaptive Wideband Power Amplifier Feed-Forward Linearizer Using DSP M.J.Chen
88 Space-Time Spreading Codes Design for CDMA Systems Using Antenna Arrays on Transmitting Side H.C.Chen
87 Fast Block Motion Estimation : A Markov Model Based Perspective K.R.Hong
87 Adaptive Fast Block Motion Estimation via Binary Transform Center of Mass K.L.Yeh
86 Fast Algorithms for the Recursive Computation of Two-Dimensional Discrete Cosine Transform S.K.Shih
86 Direction of Arrival Estimation Using Modified UNItary Decomposition Artificial Neural Network (MUNIDANN) J.W.Chen
Academic Year Project Title Student
87 USB應用 葉彥甫、楊煒達
87 智慧型食品管理系統 邱奕沂、陳俊呈
87 DSP微處理器研究 鄭智仁、王基峰
87 驅動程式設計 許志強
Year Deeds