博士（台湾清华大学，通信工程）

理学学士（台湾清华大学，电机工程）

张纵辉，国际电气电子工程师学会会士（IEEE Fellow）、亚太人工智能学会会士（AAIA Fellow），现为香港中文大学（深圳）理工学院教授、副院长（教育）和广东省大数据计算基础理论与方法重点实验室副主任。长年入选全球前2%顶尖科学家榜单和Research.com评选的最佳计算机科学家榜单。担任多个国际信号处理顶级期刊的编辑工作，包括IEEE Trans. Signal Processing资深领域编委（Senior Area Editor)，并担任IEEE信号处理协会感知通信一体化工作组发起人与首届主席、通信与网络技术委员会委员和董事会亚太区独立主席（国内第一人）。张纵辉教授专注于面向移动网络优化、机器学习、无线通信的关键信号处理和优化方法的基础研究，已发表 IEEE 国际顶级期刊/会议论文170余篇，包括6篇ESI 高被引论文，总计引8800余次。“以优化及信号处理技术对无线通信的贡献”获得2015年IEEE通信学会亚太区杰出青年学者奖；与合作者在鲁棒波束赋形优化方面的基础性工作于2018年获得国际信号处理领域最具影响力的IEEE信号处理协会最佳论文奖；2021 年以高效分布式优化方法的开创性工作第二次获得IEEE信号处理协会最佳论文奖。近年来主持和参与包括国家自然科学基金重点项目、面上项目、深圳市杰出青年项目以及华为、中兴等企业的横向项目10余项。其中获得华为公司2022年技术合作成果转化二等奖、2023年无线产品线优秀技术合作项目奖、2024年技术合作成果转化一等奖。

书刊

1. Wei-Sheng Lai, Tsung-Hui Chang, Ta-Sung Lee and K.-H. Yeh, "Dynamic Enhanced Inter-cell Interference Coordination Strategy with Quality of Service Guarantees for Heterogeneous Networks," Chapter 6 in Backhauling/Fronthauling for Future Wireless Systems, Editors: Kazi Mohammed, Saidul Huq and Jonathan Rodriquez,Wiley, 2016.

2. Wei-Sheng Lai, Tsung-Hui Chang and Ta-Sung Lee, "Distributed Dynamic Resource Allocation for OFDMA-Based Cognitive Small Cell Networks Using a Regret-Matching Game Approach," Chapter 9 in Game Theory Framework Applied to Wireless Communication Networks, Editors: Chunguang Yang and Jiandong Li, Publisher: IGI Global, 2015.

3. Y.-W. Peter Hong and Tsung-Hui Chang, "Discriminatory Channel Estimation for Secure Wireless Communication," in Physical Layer Security in Wireless Communications, Editors: Sean Zhou, Lingyang Song, and Yan Zhang, Publisher: Auerbach Publications, CRC Press, Taylor & Francis Group, 2013.

4. Yin Sun, Xiaofeng Zhong, Tsung-Hui Chang, Shidong Zhou, Jing Wang, and Chong-Yung Chi, "Spectrum Sharing Between Dynamic Ad-Hoc and Cooperative Relay Networks," in Chapter 15, Dynamic Ad-hoc Networks, Edited by Habib. F. Rashvand and Han-Chieh Chao, Institution of Engineering and Technology (IET), 2013.

5. Zhi-Quan Luo and Tsung-Hui Chang, "SDP relaxation of homogeneous quadratic optimization: Approximation bounds and applications," Chapter 4 (pp. 117-165) in Convex Optimization in Signal Processing and Communications, Edited by D. P. Palomar and Y. Eldar, Cambridge, UK: Cambridge University Press, April 2010.

期刊论文（* 通讯作者）

1. Tsung-Hui Chang*, Ya-Feng Liu and Shih-Chun Lin, "QoS-Based Linear Transceiver Optimization for Full-Duplex Multi-User Communications," submitted to IEEE Trans. Signal Processing.

2. Mingyi Hong*, Tsung-Hui Chang, Xiangfeng Wang, Meisam Razaviyayn, Shiqian Ma and Zhi-Quan Luo "A block successive upper bound minimization method of multipliers for linearly constrained convex optimization", submitted to SIAM J. Opt.

3. Qitian Chen, Dong Kang, Yichu He, Tsung-Hui Chang, and Ya-Feng Liu*, "Joint Power and Admission Control based on Channel Distribution Information: A Novel Two-Time-Scale Approach," to appear in IEEE Signal Processing Letters.

4. Mingyi Hong* and Tsung-Hui Chang, "Stochastic Proximal Gradient Consensus Over Random Networks," to appear in IEEE Trans. Signal Processing.

5. Wing-Kin Ma*, Jianxian Pan, Anthony M.-C. So and Tsung-Hui Chang, "Unraveling the Rank-One Solution Mystery of Robust MISO Downlink Transmit Optimization: A Verifiable Sufficient Condition via a New Duality Result," to appear in IEEE Trans. Signal Processing.

6. Shengfeng Xu, Tsung-Hui Chang*, Shih-Chun Lin, Chao Shen and Gan Zhu, "Energy-Efficient Packet Scheduling with Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms," IEEE Trans. Wireless Commun., vol. 15, no. 8, pp. 5527-5540, Aug. 2016.

7. Tsung-Hui Chang*, "A proximal dual consensus ADMM method for multi-agent constrained optimization," IEEE Trans. Signal Process., vol. 64, no. 14, pp. 3719-3734, July 2016.

8. Tsung-Hui Chang*, Wei-Cheng Liao, Mingyi Hong and Xiangfeng Wang, "Asynchronous Distributed ADMM for Large-Scale Optimization- Part II: Linear Convergence Analysis and Numerical Performance," IEEE Trans. Signal Process., vol. 64, no. 12, pp. 3131-3144, June 2016.

9. Tsung-Hui Chang*, Mingyi Hong, Wei-Cheng Liao and Xiangfeng Wang, "Asynchronous Distributed ADMM for Large-Scale Optimization- Part I: Algorithm and Convergence Analysis," IEEE Trans. Signal Process., vol. 64, no. 12, pp. 3118-3130, June 2016.

10. Wei-Sheng Lai, Tsung-Hui Chang*, and Ta-Sung Lee, "Joint Power and Admission Control for Spectral and Energy Efficiency Maximization in OFDMA-Based Heterogeneous Networks" IEEE Trans. Wireless Commun, vol. 15, no. 5, pp. 3521-3547, May 2016.

11. Shin-Ching Tsai, Yi-Heng Tseng and Tsung-Hui Chang*, "Communication-efficient distributed demand response: A randomized ADMM approach," accepted by IEEE Trans. Smart Grid, 2015 (full paper).

12. Y.-W. Peter Hong*, Wei-Chiang Li, Tsung-Hui Chang and Chia-Han Lee, "Coordinated multicasting with opportunistic user selection in multicell wireless systems," IEEE Trans. Signal Process., vol. 63, no. 13, pp. 3506-3521, July 2015 (full paper).

13. Wei-Chiang Li*, Tsung-Hui Chang, and Chong-Yung Chi, "Multicell Coordinated Beamforming with Rate Outage Constraint Part I- Complexity Analysis," IEEE Trans. Signal Process., vol. 63, no. 11, pp. 2749-2762, June 2015 (full paper).

14. Wei-Chiang Li*, Tsung-Hui Chang, and Chong-Yung Chi, "Multicell Coordinated Beamforming with Rate Outage Constraint Part II- Efficient Approximation Algorithms," IEEE Trans. Signal Process., vol. 63, no. 11, pp. 2763-2778, June 2015 (full paper).

15. Ye Yang*, Tsung-Hui Chang, Meilu Lin, Jianhua Ge and Yangheng Ji, "Efficient solutions to distributed beamforming for two-way relay networks under individual relay power constraints," IEEE Trans. Vehicular Tech., vol. 64, no. 4, pp. 1643-1649, April 2015 (correspondence).

16. Tsung-Hui Chang*, Mingyi Hong and Xiangfeng Wang, "Multi-agent distributed optimization via inexact consensus ADMM,", IEEE Trans. Signal Process., vol. 63, no. 2, pp. 482-497, Jan. 2015 (full paper).

17. Chao Shen, Wei-Chiang Li and Tsung-Hui Chang*, "Wireless information and energy transfer in multi-antenna interference channel", IEEE Trans. Signal Process., vol. 62, no. 23, pp. 6249-6264, Dec. 2014 (full paper).

18. Qingjiang Shi*, Weiqiang Xu, Tsung-Hui Chang, Yongchao Wang and Enbing Song, "Joint beamforming and power splitting for MISO interference channel with SWIPT: An SOCP relaxation and decentralized algorithm," IEEE Trans. Signal Process., vol. 62, no. 23, pp. 6194-6208, Dec. 2014 (full paper).

19. Kun-Yu Wang, Anthony Man-Cho So, Tsung-Hui Chang, Wing-Kin Ma* and Chong-Yung Chi, "Outage constrained robust transmit optimization for multiuser MISO downlinks: Tractable approximations by conic optimization," IEEE Trans. Signal Process., vol. 62, no. 21, pp. 5690-5705, Nov. 2014.

20. Tsung-Hui Chang*, Angelia Nedich, and Anna Scaglione, "Distributed constrained optimization by consensus-based primal-dual perturbation method", IEEE Trans. Automatic Control, vol. 59, no. 6, pp. 1524-1538, June 2014.

21. Xiao Li*, Anna Scaglione and Tsung-Hui Chang, "A Framework for Phasor Measurement Placement in Hybrid State Estimation Via Gauss–Newton," IEEE Trans. on Power Systems, vol. 29, no. 2, pp. 824-832, March 2014.

22. Sau-Hsuan Wu*, Lin-Kai Chiu, Ko-Ye Lin and Tsung-Hui Chang, "Robust hybrid beamforming with phased antenna arrays for downlink SDMA in indoor 60 GHz channels," IEEE Trans. Wireless Commun., vol. 12, no. 9, pp. 4542-4557, Sept. 2013.

23. Tsung-Hui Chang*, Mahnoosh Alizadeh, and Anna Scaglione, "Real-time power balancing via decentralized coordinated home energy scheduling", IEEE Trans. Smart Grid, vol. 4, no. 3, pp. 1490-1504, Sept. 2013.

24. Haohao Qin, Yi Sun, Tsung-Hui Chang, Xiang Chen*, Chong-Yung Chi, Ming Zhao and Jing Wang, "Power allocation and time-domain artificial noise design for wiretap OFDM with discrete inputs," IEEE Trans. Wireless Commun., vol. 12, no. 6, pp. 2717-2729, June 2013.

25. Chao-Wei Huang, Tsung-Hui Chang, Xiangyuan Zhou, and Y.-W. Peter Hong*, "Two-way training for discriminatory channel estimation in wireless MIMO systems," IEEE Trans. Signal Process., vol. 61, no. 10, 2724-2738, May 2013. 

26. Wei-Chiang Li, Tsung-Hui Chang*, Che Lin and Chong-Yung Chi, "Coordinated beamforming for multiuser MISO interference channel under rate outage constraints," IEEE Trans. Signal Process., vol. 61, no. 5, pp. 1087-1103, March 2013.

27. Ye Yang, Tsung-Hui Chang*, Wing-Kin Ma, Jianghua Ge, Chong-Yung Chi, and P. C. Ching, "Noncoherent bit-interleaved-coded OSTBC-OFDM with maximum spatial-frequency diversity," IEEE Trans. Wireless Commun., vol. 11, no. 9, pp. 3335-3347 , Sept. 2012.

28. Tsung-Hui Chang*, Wing-Kin Ma, Chuan-Yuan Huang and Chong-Yung Chi, "Noncoherent OSTBC-OFDM for MIMO and cooperative communications: Perfect channel identifiability and achievable diversity order," IEEE Trans. Signal Process., vol. 60, no. 9, pp. 4849-4863 , Sept. 2012. 

29. Chao Shen, Tsung-Hui Chang*, Kun-Yu Wang, Zhengding Qiu and Chong-Yung Chi, "Distributed robust multicell coordinated beamforming with imperfect CSI: An ADMM approach," IEEE Trans. on Signal Process., vol. 60. no. 6, pp. 2988-3003, June 2012. 

30. Yin Sun*, Xiaofeng Zhong, Tsung-Hui Chang, Shidong Zhou, Jing Wang, and Chong-Yung Chi, "Optimal real-time transmission control for spectrum sharing between cooperative relay and Ad hoc networks," IEEE Trans. Signal Process., vol. 60, no. 4, pp. 1971-1985, April 2012.

31. Shih-Chun Lin*, Tsung-Hui Chang, Ya-Lan Liang, Y.-W. Peter Hong, and Chong-Yung Chi, "On the impact of quantized channel feedback in guaranteeing secrecy with artificial noise -The noise leakage problem," IEEE Trans. Wireless Communications, vol. 10, no. 3, pp. 901-915, March 2011.

32. Wei-Cheng Liao, Tsung-Hui Chang, Wing-Kin Ma*, and Chong-Yung Chi, "QoS-based transmit beamforming in the presence of eavesdroppers: An optimized artificial-noise-aided approach," IEEE Trans. on Signal Process., vol. 59, no. 3, pp. 1202-1216, March 2011. 

33. Tsung-Hui Chang*, Wei-Cheng Chiang, Y.-W. Peter Hong, and Chong-Yung Chi, "Training sequence design for discriminatory channel estimation in wireless MIMO systems," IEEE Trans. on Signal Process., vol. 58, no. 12, pp. 6223-6237, Dec. 2010.   

34. Tsung-Hui Chang, Chien-Wei Hsin, Wing-Kin Ma* and Chong-Yung Chi, "A linear fractional semidefinite relaxation approach to maximum-likelihood detection of higher-order QAM OSTBC in unknown channels," IEEE Trans. Signal Process., vol. 58, no. 4, pp. 2315-2326, April 2010.  

35. Wing-Kin Ma*, Chao-Chen Su, Joakim Jalden, Tsung-Hui Chang, and Chong-Yung Chi, "The equivalence of semidefinite relaxation MIMO detectors for higher-order QAM," IEEE Journal of Selected Topics in Signal Processing, vol. 3, no. 6, pp. 1038-1052, Dec. 2009.    

36. Parthapratim De*, Tsung-Hui Chang, and Chong-Yung Chi, "Linear prediction based semiblind channel estimation for multiuser OFDM with insufficient guard interval," IEEE Trans. Wireless Communications, vol. 8, no. 12, pp. 5728-5736, Dec. 2009 (transaction letter).

37. Xiang Chen, Chong-Yung Chi*, Tsung-Hui Chang, and Chon-Wa Wong, "Non-cancellation multistage Kurtosis maximization with prewhitening for blind source separation," EURASIP Journal on Advances in Signal Processing, vol. 2009, Article ID 534137, 13 pages, April 2009. 

38. Tsung-Hui Chang*, Zhi-Quan Luo and Chong-Yung Chi, "Approximation bounds for semidefinite relaxation of Max-Min-Fair multicast transmit beamforming problem," IEEE Trans. Signal Process., vol. 56, no. 8, pp. 3932-3943, August 2008.

39. Tsung-Hui Chang, Wing-Kin Ma* and Chong-Yung Chi, "Maximum-likelihood detection of orthogonal space-time block coded OFDM in unknown block fading channels," IEEE Trans. Signal Process., vol. 56, no. 4, pp. 1637-1649, April 2008.

40. Tsung-Hui Chang*, Chong-Yung Chi and Yu-Jung Chang, "Space-time selective RAKE receiver with finger selection strategies for UWB overlay communications," IEEE Trans. Microwave Theory and Techniques, vol. 54, no. 4, pp. 1731-1744, April 2006.

国际会议论文

1. Xiaozhou Zhang, Tsung-Hui Chang, Ya-Feng Liu, Chao Shen and Gang Zhu, "Uplink and downlink user pairing in full-duplex multi-user systems: Complexity and algorithms," in Proc. IEEE ICASSP, New Orleans, USA, March 3-7, 2017.

2. Chia-Wei Wu and Tsung-Hui Chang, "ADMM Approach to Asynchronous Distributed Frequency-Based Load Control," in Proc. IEEE GLOBALSIP, Washington DC, USA, Dec 7-9, 2016.

3. Chi-Han Lee, Tsung-Hui Chang and Shih-Chun Lin, "Transmit-Receive Beamforming Optimization for Full-Duplex Cloud Radio Access Networks," in Proc. IEEE GLOBECOM, Washington DC, USA, Dec 4-8, 2016.

4. Mingyi Hong and Tsung-Hui Chang, "Stochastic Proximal Gradient Consensus over time-varying networks," in Proc. IEEE ICASSP, Shanghai, China, March 20-25, 2016.

5. Davood Hajinezhad, Tsung-Hui Chang, Xiangfeng Wang, Qinagjiang Shi, Mingyi Hong, "Nonnegative Matrix Factorization using ADMM: Algorithm and Convergence Analysis," in Proc. IEEE ICASSP, Shanghai, China, March 20-25, 2016.

6. Tsung-Hui Chang, Mingyi Hong, Wei-Cheng Liao and Xiagnfeng Wang, "Asynchronous Distributed Alternating Direction Method of Multipliers: Algorithm and Convergence Analysis", in Proc. IEEE ICASSP, Shanghai, China, March 20-25, 2016.

7. Shengfeng Xu, Tsung-Hui Chang, Shi-Chun Lin, Chao Shen and Gang Zhu, "On the convexity of energy-efficient packet scheduling problem with finite blocklength codes," in Proc. IEEE GLOBLECOM, San Diego, CA, USA, Dec. 6-10, 2015.

8. Hoi-To Wai, Tsung-Hui Chang and Anna Scaglione, "A consensus-based decentralized algorithm for non-convex optimization with application to dictionary learning," in Proc. IEEE ICASSP, Brisbane, Australia, April 19-24, 2015.

9. Tsung-Hui Chang, "A randomized dual Consensus ADMM method for multi-agent distributed optimization," in Proc. IEEE ICASSP, Brisbane, Australia, April 19-24, 2015.

10. Yi-Hen Tseng and Tsung-Hui Chang, "Evaluating the impact of distributed solar powers on coordinated demand side management," in Proc. 1st IGBSG, Taipei, Taiwan, April 23-25, 2014.

11. Xiangfeng Wang, Mingyi Hong, Tsung-Hui Chang, Meisam Razaviyayn, Zhi-Quan Luo, "Joint day-ahead power procurement and load scheduling using stochastic alternating direction method of multipliers," in Proc. IEEE ICASSP, Florence, Italy, May 4-9, 2014.

12. Mingyi Hong, Tsung-Hui Chang, Xiangfeng Wang, Meisam Razaviyayn, Shiqian Ma and Zhi-Quan Luo, "A block coordinate decent method of multipliers: Convergence analysis and applications," in Proc. IEEE ICASSP, Florence, Italy, May 4-9, 2014.

13. Tsung-Hui Chang, Mingyi Hong and Xiangfeng Wang, "Multi-agent distributed large-scale optimization by inexact consensus alternating direction method of multipliers," in Proc. IEEE ICASSP, Florence, Italy, May 4-9, 2014.

14. Wei-Chiang Li, Tsung-Hui Chang, and Chong-Yung Chi, "On the complexity of SINR outage constrained max-min-fairness multicell coordinated beamforming problem," in Proc. IEEE ICASSP, Florence, Italy, May 4-9, 2014.

15. Tsung-Hui Chang, Angelia Nedich and Anna Scaglione, "Distributed sparse regression by consensus-based primal-dual perturbation optimization," in Proc. IEEE Global Conf. on Signal and Info. Process. (GlobalSIP), Austin, Texas, Dec. 3-5, 2013.

16. Xiao Li, Anna Scaglione and Tsung-Hui Chang, "Optimal sensor placement for hybrid state estimation in smart grid," in Proc. IEEE ICASSP, Vancouver, Canada, May 26-31, 2013.

17. Wei-Chiang Li, Tsung-Hui Chang, Che Lin and Chong-Yung Chi, "Outage constrained weighted sum rate maximization for MISO interference channel by pricing based optimization," in Proc. IEEE ICASSP, Vancouver, Canada, May 26-31, 2013.

18. Ye Yang, Tsung-Hui Chang, Jianhua Ge, Wing-Kin Ma and P. C. Ching, "Achieving full cooperative and frequency diversity in bit-interleaved coed two-way relay networks," to appear in Proc. IEEE WCNC, Shanghai, China, April 7-10, 2013.

19. Mahnoosh Alizadeh, Tsung-Hui Chang, Anna Scaglione, "Marketing the demand flexibility of deferrable loads under a best-effort service model," in Proc. 46th Hawaii Int'l conf. on system science (HICSS), Maui, Hawaii, USA, Jan. 7-10, 2013.

20. Ye Yang, Jianhua Ge, Tsung-Hui Chang and Yi Sun, "Noncoherent amplify-and-forward cooperative OFDM in block fading channels," in Proc. IEEE WCSP, Huangshan, Anhui, China, Oct. 25-27, 2012.     

21. Mahnoosh Alizadeh, Tsung-Hui Chang, Anna Scaglione, "Grid integration of distributed renewables through coordinated demand response," in Proc. IEEE Int. Conf. Decision and Control (CDC), Maui, Hawaii, USA, Dec. 10-13, 2012. [Invited paper]

22. Chao Shen, Wei-Chiang Li and Tsung-Hui Chang, "Simultaneous information and energy transfer: A two-user MISO interference channel case", in Proc. IEEE GLOBECOM, Anaheim, CA, USA, Dec. 3-7, 2012.

23. Chao Shen, Tsung-Hui Chang, Kun-Yu Wang, Zhengding Qiu and Chong-Yung Chi, "Chance-constrained robust beamforming for multi-cell coordinated downlink", in Proc. IEEE GLOBECOM, Anaheim, CA, USA, Dec. 3-7, 2012.

24. Tsung-Hui Chang, Mahnoosh Alizadeh, and Anna Scaglione, "Coordinated home energy management for real-time power balancing," in Proc. IEEE Power & Energy Society (PES) General Meeting, San Diego, CA, USA, July 22-26, 2012 (8 pages).

25. Mahnoosh Alizadeh, Tsung-Hui Chang, Anna Scaglione, Chen Chen and Shalinee Kishore, "The emergence of deferrable energy requests and a greener future: What stands in the way?" in Proc. Int. Symp. Commun. Control and Signal Process., Rome, Italy, May 2-4, 2012. [Invited paper]

26. Ta-Yuan Liu, Shih-Chun Lin, Tsung-Hui Chang, Y.-W. Peter Hong, "How much training is enough for secrecy beamforming with artificial noise?" in Proc. IEEE ICC, Ottawa, Canada, June 10-15, 2012.

27. Kung-Yu Wang, Tsung-Hui Chang, Wing-Kin Ma and Chong-Yung Chi, "Optimal transmission strategy for outage rate maximization in MISO fading channels with training," in Proc. IEEE ICASSP, Kyoto, Japan, March 25-30, 2012.

28. Tsung-Hui Chang, Wing-Kin Ma and Chong-Yung Chi, "Worst-case robust multiuser transmit beamforming using semidefinite relaxation: Duality and Implications," in Proc. Asilomar Conference on Signals, systems, and Computers, Pacific Glove, CA, USA, Nov. 6-9, 2011.

29. Chao-Wei Huang, Tsung-Hui Chang, Xiangyun Zhou, Y.-W. Peter Hong, "Two-way discriminatory channel estimation for non-reciprocal wireless MIMO channels," in Proc. Asilomar Conference on Signals, systems, and Computers, Pacific Glove, CA, USA, Nov. 6-9, 2011 [Invited paper for the special session of Physical Layer Security].

30. Wei-Chiang Li, Tsung-Hui Chang, Che Lin and Chong-Yung Chi, "A convex approximation approach to weighted sum rate maximization of multiuser MISO interference channel under outage constraints," in Proc. IEEE ICASSP, Prague, Czech, May 22-27, 2011.

31. Kun-Yu Wang, Tsung-Hui Chang, Wing-Kin Ma, Anthony Man-Cho So and Chong-Yung Chi, "Probabilistic SINR constrained robust transmit beamforming: A Bernstein-type inequality based conservative approach," in Proc. IEEE ICASSP, Prague, Czech, May 22-27, 2011.

32. Chao-Wei Huang, Xiangyun Zhou, Tsung-Hui Chang, Y.-W. Peter Hong, "Two-way training design for discriminatory channel estimation in wireless MIMO systems," in Proc. IEEE Int. Conf. Commun. (ICC), Kyoto, Japan, June 5-9, 2011.

33. Chao Shen, Kun-Yu Wang, Tsung-Hui Chang, Zhengding Qiu, and Chong-Yung Chi, "Worst-case SINR constrained robust coordinated beamforming for multicell wireless systems," in Proc. IEEE Int. Conf. Commun. (ICC), Kyoto, Japan, June 5-9, 2011.

34. Tsung-Hui Chang, Wei-Cheng Chaing, Y.-W. Peter Hong, and Chong-Yung Chi, \Joint training and beamforming design for performance discrimination using artificial noise," in Proc. IEEE Int. Conf. Commun. (ICC), Kyoto, Japan, June 5-9, 2011.

35. Ta-Yuan Liu, Tsung-Hui Chang, Shih-Chun Lin and Y.-W. Peter Hong, "On the tradeoff_ between training and data transmissions for secrecy beamforming," in Proc. National Symposium on Telecommunications, Hualian, Taiwan, Nov. 18-19, 2011. [Best Student Paper Award]

36. Kun-Yu Wang, Tsung-Hui Chang, Wing-Kin Ma, and Chong-Yung Chi, "A semidefinite relaxation based conservative approach to robust transmit beamforming with probabilistic SINR constraints," in Proc. European Signal Process. Conf. (EUSIPCO), Aalborg, Denmark, Aug. 23-27, 2010.

37. Wan-Jen Huang, Yung-Shun Wang, Y.-W. Peter Hong, and Tsung-Hui Chang, "Decentralized Reduced-Rank Multiuser Relaying for Cooperative Uplink CDMA Networks," in Proc. IEEE Vehicular Tech. Conf., Spring (VTC2010-Spring), Taipei, Taiwan, May 16-19, 2010.

38. Shih-Chun Lin, Tsung-Hui Chang, Yan-Liang Liang, Y.-W. Peter Hong and Chong-Yung Chi, "On the impact of quantized channel direction feedback in multiple-antenna wiretap channels," in Proc. IEEE Int. Conf. Commun. (ICC), Cape Town, South Africa, May 23-27, 2010.

39. Wei-Cheng Liao, Tsung-Hui Chang, Wing-Kin Ma and Chong-Yung Chi, "Joint transmit beamforming and artificial noise design for QoS discrimination in wireless downlink," in Proc. IEEE International Conf. on Acoustics, Speech and Signal Process. (ICASSP), Dallas, Texas, USA, March 14-19, 2010, pp. 2562-2565.

40. Tsung-Hui Chang, Y.-W. Peter Hong, and Chong-Yung Chi, "Training signal design for discriminatory channel estimation," to appear in Proc. IEEE Global Commun. Conf. (GLOBECOM), Honolulu, Hawaii, USA, Nov. 30- Dec. 4, 2009, pp. 1-6. (Acceptance rate 34.8%)

41. Jun Du, Chong-Yung Chi, Tsung-Hui Chang and Ju Liu, "Parallel blind source separation by Kurtosis maximization with successive prewhitening," in Proc. Int. Conf. on Wireless Commun. & Signal Process. (WCSP), Nanjing, China, Nov. 13- 15, 2009, pp. 1-5.

42. Tsung-Hui Chang, Wing-Kin Ma, Chao-Yi Kuo, and Chong-Yung Chi, "Blind maximum-likelihood detection for decode-and-forward randomized distributed OSTBC," in Proc. IEEE Int. Workshop Signal Process. Adv. in Wireless Commun. (SPAWC), Perugia, Italy, June 21-24, 2009, pp. 260-264.

43. Ya-Lan Liang, Yung-Shun Wang, Tsung-Hui Chang, Y.-W. Peter Hong, and Chong-Yung Chi, "On the impact of quantized channel feedback in guaranteeing secrecy with artificial noise," in Proc. IEEE Int. Symp. Inform. Theory (ISIT), Seoul, Korea, June 28-July 3, 2009, pp. 2351-2355.

44. Tsung-Hui Chang, Wing-Kin Ma, Chuan-Yuan Huang and Chong-Yung Chi, "On perfect channel identifiability of semiblind ML detection of orthogonal space-time block coded OFDM," in Proc. IEEE International Conf. on Acoustics, Speech and Signal Process. (ICASSP), Taipei, Taiwan, April 19-24, 2009, pp. 2713-2716.

45. Tsung-Hui Chang, Zhi-Quan Luo, Xiaoping Wu, C. Akgun, J. Vaughan, K Ugurbil and P.-F. Van de Moortele, "Transmit B1 shimming at high field with SAR constraints: A two stage optimization method Independent of the Initial set of RF phases and amplitudes," in Proc. 16th Int. Society for Magnetic Resonance in Medicine (ISMRM), Toronto, Ontario, Canada, May 3-9, 2008.

46. Xiaoping Wu, Tsung-Hui Chang, Zhi-Quan Luo, C. Akgun, J. Vaughan, K. Ugurbil and P.-F. Van de Moortele, "Worst case SAR scenario as a new metric for SAR analysis in B1 phase shim," in Proc. 16th ISMRM, Toronto, Ontario, Canada, May 3-9, 2008.

47. Chien-Wei Hsin, Tsung-Hui Chang, Wing-Kin Ma and Chong-Yung Chi, "A linear fractional semidefinite relaxed ML approach for blind detection of 16-QAM orthogonal space time block codes," in Proc. IEEE Int. Conf. Commun. (ICC), Beijing, China, May 19-23, 2008, pp. 790-794.

48. Tsung-Hui Chang, Zhi-Quan Luo, Li Deng and Chong-Yung Chi, "A convex optimization method for joint mean and variance parameter estimation of large-margin CDHMM," in Proc. IEEE International Conf. on Acoustics, Speech and Signal Process. (ICASSP), Las Vegas, Nevada, USA, March 30-April 4, 2008, pp. 4053-4056.

49. Tsung-Hui Chang, Zhi-Quan Luo and Chong-Yung Chi, "Approximation bound for semidefinite relaxation based multicast transmit beamforming," in Proc. IEEE Int. Workshop on Computational Advances in Multi-sensor Adaptive Processing (CAMSAP), St. Thomas, U.S. Virgin Islands, Dec. 12-14, 2007, pp. 193-196.

50. Tsung-Hui Chang, Wing-Kin Ma and Chong-Yung Chi, "Semiblind ML OSTBC-OFDM detection in block fading channels," in Proc. IEEE International Conf. on Acoustics, Speech and Signal Process. (ICASSP), Honolulu, Hawaii, USA, April 15-20, 2007, pp.III-309-312.

51. Tsung-Hui Chang, Wing-Kin Ma and Chong-Yung Chi, "Group-wise blind OFDM ML detection for complexity reduction," in Proc. 14th European Signal Processing Conference (EUSIPCO), Florence, Italy, Sept. 4-8, 2006.

52. Tsung-Hui Chang, Yu-Jung Chang, Chun-Hsien Peng, Yu-Hang Lin and Chong-Yung Chi, "Space time MSINR-SRAKE receiver with finger assignment strategies in UWB multipath channels," in Proc. IEEE Int. Conf. on UWB, Zurich, Switzerland, Sept. 5-8, 2005.

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