Prof. Hsuan-Jung Su

Prof. Hsuan-Jung Su Department of Electrical Engineering & Graduate Institute of Communication Engineering National Taiwan University, Taipei, Taiwan Phone: +886-2-3366-3600, Fax: +886-2-2368-3824, Email: [email protected], [email protected] Web: http://cc.ee.ntu.edu.tw/∼hjsu

Professional Director Aug. 2018 – Present Experience Graduate Institute of Communication Engineering National Taiwan University, Taipei, Taiwan

Professor Feb. 2003 – Present Department of Electrical Engineering & Graduate Institute of Communication Engineering National Taiwan University, Taipei, Taiwan • Advised 5 Postdocs, 18 Ph.D. students (10 graduated), 80 M.S. students (68 graduated). • Granted 68 research projects which totaled $15 million USD. • Industrial collaborators include Qualcomm (USA), Intel (USA), MediaTek (Taiwan), HTC (Taiwan), ASUS (Taiwan), Foxconn (Taiwan), RealTek (Taiwan), Taiwan Mobile (Taiwan), ADLINK (Taiwan), FFG (Taiwan), Toshiba Research Europe (UK), WINGS (Greece), ARGELA (Turkey), etc.

Technology Consultant June 2019 – Dec. 2012 Telecom Technology Center Taiwan

Technology Consultant Feb. 2019 – Dec. 2012 Institute for Information Industry Taiwan

Co-Director Aug. 2015 – Aug. 2018 National Forward Looking Program on Communications, Networks Technologies and Their Applications Ministry of Science and Technology, Taiwan • Co-directed the national research program with total grant $10M USD.

Visiting Fellow July 2014 – Aug. 2015 Department of Electrical Engineering Princeton University, Princeton, New Jersey, USA • Worked on secrecy and privacy in communications with imperfect side information.

Technology Consultant (CEO Oﬃce) Oct. 2011 – Dec. 2013 Ablaze Wireless San Jose, California, USA • Helped 3G UMTS, 4G LTE femto cell base station physical layer and IC design.

Member of Technical Staﬀ Nov. 2000 – Feb. 2003 Department of Communications Technologies and Performance Bell Laboratories, Lucent Technologies, Holmdel, New Jersey, USA Worked on: • 3G Wireless Standards Activities (3GPP, 3GPP2), with focus on the High Speed Downlink Packet Access (HSDPA). • 3G Wireless (UMTS, 1xEV-DV) Physical, MAC and RLC Layers Design and Performance Evaluation. • R&D on Space-Time Transmission and Scheduling for 3G and 4G Wireless Networks. • Design of Spectrum Allocation, Adaptation, and Scheduling Algorithms for Cognitive Radio. • Design of Priority Access Solutions for Cellular Networks.

Postdoctoral Research Associate Aug. 1999 – Nov. 2000 Institute for Systems Research University of Maryland at College Park, USA Research Projects: • Algorithms and DSP Software Implementation of Multi-User Detection and Space-Time Signal Processing for 3G Wireless CDMA Networks, supported by StarCore Technology Center of Lucent Technologies and Motorola. • Turbo Code Application for Globalstar2 Satellite Network, supported by Globalstar.

System Engineer June 1997 – Sep. 1997 TeleSystems International Corporation (TSI) Gaithersburg, Maryland, USA • Design, analysis and performance evaluation for a mobile CDMA GEO satellite communication network.

Graduate Research Assistant Aug. 1996 – Aug. 1999 Center for Satellite and Hybrid Communication Networks and Institute for Systems Research University of Maryland at College Park, USA Research Projects: • Naval Research Labs High Data Rate Satellite Network (Power Control, CDMA Code Tracking, Modulation, Channel Coding). • AT&T High Data Rate Subscriber Loop Network (OCDM Code Design and Analysis). • Philips Wireless ATM Network (Power Control for OFDM). • TSI CDMA Satellite Network (Feasibility Study, Analysis). • AT&T VoiceSpan Satellite Network (Network Synchronization, CDMA Code Tracking).

Areas of Coding and Modulation: Joint channel estimation and decoding, turbo codes, LDPC, LDGM, Expertise space-time codes, dirty paper coding, Wyner-Ziv coding, PAPR reduction precoding, adaptive modulation and coding. Signal Processing: Antenna array processing, MIMO signal processing, hybrid beamforming, multi-user detection, equalization, multi-site signal processing, blind detection. Resource Allocation: Closed-loop power control, power control and allocation for multi-channel systems, resource allocation for heterogeneous and multi-tier networks, game theoretic approach. Random Access: Performance analysis, protocol design, game theoretic approach. Network Information Theory: Capacity/rate/outage analysis, coding and signal processing, resource allocation of relay, interference and cognitive radio channels. Physical Layer Security: Capacity/rate analysis, coding and signal processing. Data Link Layer: ARQ, Hybrid ARQ, Radio Link Control (RLC), MAC protocols, scheduling. Recent Applications: 5G, LTE/LTE-A, WiMAX, WLAN, small cells, heterogeneous networks (HetNet), full-duplex networks, machine type communications (MTC), device-to-device (D2D) communications, cognitive radio (CR), intelligent transportation system (ITS), factories of the future (FoF).

Summary of Over 140 journal and conference papers, 25 granted multi-country patents on 3G, 4G, 5G wireless Publications networks, over 100 technical contributions to international standards (3GPP, IEEE 802.16). Education Ph.D. in Electrical Engineering Aug. 1999 University of Maryland at College Park

M.S. in Electrical Engineering May 1996 University of Maryland at College Park

B.S. in Electronics Engineering June 1992 National Chiao Tung University, Taiwan

Honors and • “Futuristic Breakthrough Technology Award” 2019, awarded by the Ministry of Science and Awards Technology (MOST), Taiwan. • Distinguished Collaborator, Intel Labs, 2020 – 2015 • “Project for Excellent Young Research Investigators” 2012 – 2014, awarded by the National Science Council (NSC), Taiwan. • Outstanding Reviewer Service, IEEE Transactions on Signal Processing, 2011 • “2007 Award of University Contribution to Industry” awarded by the Ministry of Economic Aﬀairs, Taiwan. • Bell Labs President’s Gold Award, 2003 (for the contribution in developing algorithms for BLAST systems.) • Central Bell Labs Teamwork Award, 2002 (for the achievements on “3G Advanced Protocols and Controls - Standards and Products”.)

Professional • Senior Member of IEEE (Communications Society (ComSoc), Information Theory Society Activities (ITSoc), Signal Processing Society (SPS), Vehicular Technology Society (VTS), Broadcast Technology Society (BTS)) • Co-chair (2020 – 2021) of Membership Development Committee, IEEE ComSoc Asia-Pacific Board. • Founding Chair (2019 – 2021), Taiwan Association of Intelligent Information and Communi- cation Technology (TAIICT). • Vice Chair (2018 – 2019) of Membership Development Committee, IEEE ComSoc Asia-Pacific Board. • Vice Chair (2016 – 2017) of Technical Affairs Committee, IEEE ComSoc Asia-Pacific Board. • Secretary & Treasurer (2014 – 2015) of IEEE ComSoc Asia-Pacific Board. • Chair (2013 – 2015) of IEEE ITSoc Taipei Chapter. • Conference Representative (2013 – 2014) of the Regional Committee of IEEE SPS Region 10. • Board Member of Chinese Institute of Electrical Engineering (CIEE) (International Relation, Standards Promotion, 2007 – 2010) • Membership Development Chair of IEEE ComSoc Taipei Chapter 2004 – 2005

• Associate Editor (2018 –) of International Journal of Electrical Engineering • Area Editor (2012 –) of Physical Communication (Elsevier) • Guest Editor (2016), Special Issue on Signal Processing for Ultra High Performance and High Eﬃciency in 5G Mobile Networks, Journal of Signal Processing Systems (Springer). • Guest Editor (2015), Special Section on Emerging Cloud-based Wireless Communications and Networks, IEEE Access. • Editorial Board Member (2010 – 2014) of ISRN Communications and Networking (Hindawi Publishing)

• TPC Co-chair of IEEE Global Communications Conference (Globecom) 2020 • Publicity Chair of IEEE Information Theory Workshop (ITW) 2017 • Chair of Advisory Committee of Wireless & Optical Communications Conference (WOCC), 2018 – 2019 • Advisory Committee Member of WOCC, 2016 – 2019 • General Chair, Taiwan Information Theory and Communications (ITCOM) Workshop, 2016 Fall • TPC Chair of WOCC 2015 • TPC Co-chair of IEEE International Conference on Green Computing and Communications (GreenCom) 2014 • Organizing Committee Member of East Asian School of Information Theory (EASIT) 2014 • Organizer and Chair of Special Session on “Machine-to-Machine Communication”, IEEE In- ternational Black Sea Conference on Communications and Networking (BlackSeaCom) 2013 • General Chair of Taiwan Spring School on Information Theory and Communications 2013 • Member of General Affairs of Asia-Pacific Radio Science Conference (AP-RASC) 2013 • TPC Co-chair of International Symposium on Wireless Personal Multimedia Communications (WPMC) 2012 • TPC Track Chair of IEEE Vehicular Technology Conference (VTC) 2010 Spring • Finance Chair of IEEE VTC 2010 Spring • Finance Chair of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2009 (was awarded a Certificate of Merit by the IEEE Signal Processing Society “for dedication and leadership in organizing the 2009 IEEE ICASSP”) • Publicity Chair of WOCC 2003 • Conference Coordinator of WOCC 2002 • Registration Chair of WOCC 2001 • TPC member of IEEE ICC 2002, IEEE Globecom 2003, ICWN 2005, IEEE ICCCN 2007, WSOC 2007, IEEE ICC 2008, IEEE WCNC 2008, IEEE BWA 2008, IEEE APWCS 2008, ChinaCom 2009, IEEE WCNC 2009, IEEE MWS 2009, IEEE WCNC 2010, ISITA 2010, ISSSTA 2010, IEEE ICC 2011, IEEE WCNC 2011, ISWCS 2011, IEEE ICC 2012, IEEE WCNC 2012, IEEE PIMRC 2012, ISWCS 2012, IEEE WCNC 2013, IEEE Globecom 2013, ICNC 2013, ICCVE 2013, WCSP 2013, IEEE ISIT 2014, IEEE Globecom 2014, IEEE iThings 2014, ICNC 2014, APWiMob 2014, IOV 2014, IEEE BlackSeaCom 2014, ICCVE 2014, WCSP 2014, CSSC 2014, IEEE ICC 2015, IEEE Globecom 2015, IEEE BlackSeaCom 2015, IEEE Globecom 2016, IEEE BlackSeaCom 2016, IEEE ICC 2017, IEEE Globecom 2017, IEEE ITW 2017, IEEE Globecom 2018, IEEE BlackSeaCom 2019.

• Reviewer of IEEE Transactions on Information Theory, IEEE Transactions on Communica- tions, IEEE Transactions on Wireless Communications, IEEE Transactions on Signal Process- ing, IEEE Transactions on Vehicular Technology, IEEE Journal on Selected Areas in Com- munications, IEEE Communications Letters, IEEE Wireless Communications Letters, IEEE Signal Processing Letters, IEEE Access, IEEE Communications Magazine, IET Communica- tions, Wireless Networks (Springer), Physical Communication (Elsevier), EUSASIP Journal on Wireless Communications and Networking.

• Reviewer of Cambridge University Press’s new communications book proposals (2006) • Reviewer of Ministry of Science and Technology (former National Science Council), Taiwan, project proposals (2004 –)

Invited Talks 1. “Machine Type Multiple Access for Factories of the Future,” Keynote Speech at the Verti- cal Industries & Services for 5G (VIS5G) Workshop, European Conference on Networks and Communications (EuCNC), Ljubljana, Slovenia, June 2018. 2. “Hybrid Beamforming with RF Chain Allocation for Massive MU-MIMO Systems in the mmWave Band,” 5G and Beyond Workshop, Taipei, Taiwan, May 2018. 3. “5G Machine Type Communications for the Factories of the Future,” Consortium of Data & Network Value Added Smart Manufacturing, Hsinchu, Taiwan, Mar. 2018. 4. “Flexible Waveform Design for Spectrum Sharing,” Technische Universitat Dresden, Germany, July 2017. 5. “Device-to-Device Communication with Simultaneous Transmission,” Muroran Institute of Technology, Hokkaido, Japan, June 2017. 6. “Performance Evaluation of DL NOMA: Some Lessons Learned,” Department of Electrical and Computer Engineering, National Chiao Tung University, Hsinchu, Taiwan, Dec. 2016. 7. “Data-Centric Resource Allocation for Machine-to-Machine Wireless Networks,” the Royal Society of Edinburgh, Edinburgh, Scotland, UK, Oct. 19, 2016. 8. “Device-to-Device Communication with Simultaneous Transmission,” Wireless and Optical Communications Conference (WOCC), Chengdu, China, May 2016 9. “Device-to-Device Communication with Simultaneous Transmission,” Department of Com- puter Science, National Chiao Tung University, Hsinchu, Taiwan, Mar. 2016 10. “Device-to-Device Communication with Simultaneous Transmission,” Qualcomm Research Center, San Diego, California, USA, Dec. 7, 2015 11. “Device-to-Device Communication with Simultaneous Transmission,” Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan, Nov. 2015 12. “Opportunistic Channel Feedback Reduction for Multiuser MIMO Systems,” Department of Electrical and Computer Engineering, National Chiao Tung University, Hsinchu, Taiwan, Nov. 2015 13. “Channel Feedback Reduction for Multiuser MIMO Systems,” 5G Brainstorming Workshop (between China, Hong Kong, Singapore, Taiwan), Singapore, Sep. 2015 14. “Lattice Codes for the Multiple-access Relay Channel: Decode-and-Forward and Compute- and-Forward,” Department of Electrical and Computer Engineering, Stevens Institute of Tech- nology, Hoboken, New Jersey, USA, Apr. 2015 15. “Device-to-Device Communication with Simultaneous Transmission,” 5G Brainstorming Work- shop (between China, Hong Kong, Singapore, Taiwan), Beijing, China, Nov. 2014 16. “Enabling Fully Dynamic TDD with Cloud RAN,” 5G Brainstorming Workshop (between China, Hong Kong, Singapore, Taiwan), Hong Kong, China, Apr. 2014 17. “Opportunistic Feedback Reduction in Multiuser MIMO Broadcast Channel,” Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan, Feb. 2014 18. “5 Questions About Network MIMO for 5G,” 5G Brainstorming Workshop (between China, Hong Kong, Singapore, Taiwan), Taipei, Sep. 2013 19. “CoMP for LTE-Advanced,” Workshop on Next Generation Mobile Communication Tech- nologies and Applications, Taiwan Electromagnetic Industry-Academia Consortium, Taipei, Taiwan, Mar. 2013 20. “Braess Paradox: Is Channel-awareness Always Helpful to Random Access?” Taiwan-Hong Kong Joint Workshop on Information Theory and Communications, Aug. 2011, Kaohsiung, Taiwan 21. “MIMO Technologies in LTE,” Workshop on LTE, Nokia Siemens Networks, Taipei, Taiwan, Apr. 2010 22. “Peak to Average Power Ratio Reduction of Multi-antenna Systems via Constellation Shap- ing,” Department of Communications Engineering, National Chiao Tung University, Hsinchu Taiwan, Mar. 2010 23. “Optimization of Adaptive Modulation and Coding with Hybrid ARQ,” ITRI SoCTEC Work- shop, Hsinchu, Taiwan, Oct. 2008 24. “Performance of High Speed Uplink Packet Access with Multiuser Detection,” Wireless And Optical Communications Conference (WOCC), Hangzhou, China, Oct. 2006 25. “Evolution Toward Mobile Wireless High Speed Packet Access,” MediaTek Technical Forum, Hsinchu, Taiwan, Sep. 2005 26. “Maximum SNR Array Processing for Space-Time Coded Systems,” WOCC, Taipei, Taiwan, Mar. 2004 27. “High Speed Downlink Packet Access in UMTS,” Department of Communications Engineering, National Chiao Tung University, Taiwan, Apr. 2004 28. “Dirty Paper Coding and Its Applications,” Workshop on Information Theory and Communi- cations, Aug. 2003, Hualien, Taiwan 29. “Key Technologies for High Speed Downlink Packet Access in UMTS,” Department of Elec- trical Engineering, National Taiwan University, Aug. 2002

Research Grants 1. “Design and Development of Signal Processing and Decoding Platform,” National Security (total $15 million Bureau, Taiwan, $45.0K USD, Jan. 2020 – Nov. 2020, PI. USD) 2. “On-campus 5G Experimental Network: Testbed and Demonstration,” Ministry of Education, Taiwan, $224.8K USD, Dec. 2019 – June 2021, PI. 3. “Low Latency Non-orthogonal Multiple Access Design,” Ministry of Science and Technology, Taiwan, $54.8K USD, Aug. 2019 – July 2021, PI. 4. “Machine Learning for 5G Communications,” Taiwan Mobile, $59.9K USD, July 2019 – June 2020, PI. 5. “B5G Intelligent Cross-Layer Multi-access Edge Computing,” Ministry of Science and Tech- nology, Taiwan, $599.4K USD, July 2019 – June 2021, PI. 6. “Next Generation Wireless Communication Standards and Regulations,” Telecom Technology Center, Taiwan, $25.3K USD, Apr. 2019 – Nov. 2019, PI. 7. “Hybrid Beamforming and RF Chain Allocation for mmWave Multiuser MIMO,” Qualcomm, $66.7K USD, Jan. 2019 – Dec. 2019, PI. 8. “Design and Development of Demodulation and Signal Processing Platform,” National Security Bureau, Taiwan, $43.8K USD, Jan. 2019 – Nov. 2019, PI. 9. “Study of Massive Machine Type Communications in 5G,” Taiwan Mobile, $58.4K USD, July 2018 – June 2019, PI. 10. “Mobile Edge Computing for Agricultural Disaster Assessment using UAV,” Taiwan-China 5G research collaboration with funding from ITRI, $35.7K USD, Jan. 2018 – Dec. 2018, Co-PI. 11. “Capacity and Quality of Wireless Fronthaul,” Taiwan Mobile, $169.5K USD, Sep 2017 – Aug. 2020, PI. 12. “Energy Efficient Architectures for mmWave Communications,” Taiwan Mobile, $61.6K USD, July 2017 – June 2018, PI. 13. “Reconfigurable Demodulation Platform for Burst Signals,” National Security Bureau, Taiwan, $46.2K USD, Jan. 2018 – Nov. 2018, PI. 14. “Horizon 2020: Converged Wireless Access for Reliable 5G MTC for Factories of the Future (Clear5G),” European Commission, Ministry of Economic Affairs, Ministry of Science and Technology, Taiwan, $6M USD, Sep. 2017 – Feb. 2020, Co-PI. 15. “Study of 5G Mobile Communication Technologies,” ITRI, $19.2K USD, Apr. 2017 – Dec. 2017, PI. 16. “Study of WLAN System Design with Full Duplex Transceivers,” RealTek, $118.3K USD, Aug. 2016 – July 2019, PI. 17. “Cross-Layer Mobile Edge Computing for IoT Devices,” Taiwan-China 5G research collaboration with funding from ITRI, $41.3K USD, Jan. 2017 – Dec. 2017, PI. 18. “Study on Decoding Platforms for Paired Carrier Multiple Access,” National Security Bureau, Taiwan, $47.6K USD, Jan. 2017 – Nov. 2017, PI. 19. “Hybrid Beamforming for Millimeter-wave Band,” Foxconn, $80.8K USD, Oct. 2016 – Nov. 2017, PI. 20. National Forward Looking Program on Communications, Networks Technologies and Their Applications, Ministry of Science and Technology, Taiwan, $270.8K USD operational fund (total grant $10M USD), Sep. 2015 – Aug. 2018, Co-Director. 21. “Coding, Signal Processing, Resource Allocation for Non-orthogonal Multiple Access for 5G Wireless Networks,” MediaTek, MOST, NTU, $190.4K USD, Jan. 2014 – Sep. 2017, PI. 22. “Enabling Technologies and Operation Models for Licensed Shared Access by LTE Services,” Ministry of Science and Technology, Taiwan, $647.8K USD, Nov. 2014 – July 2017, Co-PI. 23. “Cooperative Signal Processing for LTE in Unlicensed Spectrum,” Ministry of Science and Technology, Taiwan, $62K USD, Aug. 2015 – July 2017, PI. 24. “Green Communication Technologies,” Taiwan Mobile, $58.1K USD, June 2016 – May 2017, PI. 25. “Study on Next-Generation Mobile Communications using Licensed and Unlicensed Spec- trum,” Ministry of Science and Technology, Taiwan, $119.8K USD, Aug. 2015 – July 2017, Co-PI. 26. “New Air Interface for 5G with Harmonized Cloud-based Radio Access and Edge Computing,” Taiwan-China 5G research collaboration with funding from ITRI, $38.7K USD, Apr. 2016 – Dec. 2016, PI. 27. “Decoding and Parallel Processing of SDR Platform,” National Security Bureau, Taiwan, $42.8K USD, Jan. 2016 – Nov. 2016, PI. 28. “Study of Communication Technologies for the Beyond LTE-Advanced Era,” Taiwan Mobile, $58.1K USD, June 2015 – May 2016, PI. 29. “Improving Areal-Spectral Efficiency with Small Cell and D2D Technologies,” ASUS, $228K USD, May 2013 – Apr. 2016, PI. 30. “Enhancing the Performance of Network MIMO in Untra Dense Networks with Channel Pre- diction,” ITRI, $19.4K USD, July 2015 – Dec. 2015, PI. 31. “Signal Processing Platform for Software-defined Radio,” National Security Bureau, Taiwan, $40.3K USD, Jan. 2015 – Nov. 2015, PI. 32. “Channel Modeling and Predictive CoMP for Communication under Ultra High Mobility” Taiwan-China 5G research collaboration with funding from ITRI, $58.1K USD, Aug. 2014 – Dec. 2015, PI. 33. “Fronthaul Processing for 5G Distributed Radio System,” National Science Council, Taiwan, $25.3K USD, Aug. 2014 – July 2015, PI. 34. “Development of Key Technologies for Fifth-Generation Mobile Communications,” National Science Council, Taiwan, $55.7K USD, Aug. 2014 – July 2015, Co-PI. 35. “An Information Theoretic Approach to Secrecy and Privacy in Communications,” National Science Council, Taiwan, $24K USD, July 2014 – June 2015, PI. 36. “Device-to-Device (D2D) Communications for LTE-Advanced,” Taiwan Mobile, $30K USD, June 2014 – May 2015, PI. 37. “M2M Information Dissemination: Intelligent Transport of ITS Data,” Intel, NSC, NTU, $77.1K USD, Dec. 2013 – Nov. 2015, PI. 38. “Study of 3D-MIMO for LTE-Advanced,” Taiwan Mobile, $50K USD, June 2013 – May 2014, PI. 39. “A Game Theoretic Study of Random Access Channels,” Project for Excellent Junior Research Investigators, National Science Council, Taiwan, $56K USD, Aug. 2012 – July 2014, PI. 40. “WiMAX/LTE Protocols Design and Development,” Ministry of Economic Affairs, Taiwan, $2,276K USD, Aug. 2012 – July 2015, Co-PI. 41. “Study of CoMP Techniques for LTE-Advanced,” Taiwan Mobile, $52K USD, June 2012 – May 2013, PI. 42. “Coding and Interference Management for Heterogeneous Networks,” Networked Communica- tions Program, National Science Council, Taiwan, $81K USD, May 2012 – July 2014, PI. 43. “Key Technologies for the Next-Generation Mobile Communication Systems,” Networked Communications Program, National Science Council, Taiwan, $231K USD, May 2012 – July 2014, Co-PI. 44. “Flexible Spectrum Management for M2M Wireless Networks,” Intel, NSC, NTU, $431K USD, Dec. 2010 – Nov. 2013, PI. 45. “Physical Layer Security Based on Gel’fand-Pinsker Coding,” National Science Council, Tai- wan, $20K USD, Aug. 2011 – July 2012, PI. 46. “MIMO Coordinated Multi-point Transmission and Reception,” ITRI, $17K USD, Jan. 2011 – Dec. 2011, PI. 47. “Lattice Coding for the MIMO Fading Dirty-Paper Channels,” National Science Council, Tai- wan, $27K USD, Aug. 2010 – July 2011, PI. 48. “AMC & HARQ for Relay Channels,” ITRI, $27K USD, Jan. 2010 – Dec. 2010, PI. 49. “Cognitive-Cooperative Multiple Access with Distributed Coding,” Networked Communica- tions Program, National Science Council, Taiwan, $112K USD, Aug. 2009 – July 2012, PI. 50. “Cognitive and Cooperative Wireless Mesh Networks,” Networked Communications Program, National Science Council, Taiwan, $157K USD, Aug. 2009 – July 2012, Co-PI. 51. “3GPP LTE, LTE-A Physical Layer Design,” HTC, $172K, July 2009 – June 2012, Co-PI. 52. “Advanced MIMO Technology: Multiuser MIMO Downlink with Limited Channel Condition Feedback,” ITRI, $49K USD, Jan. 2009 – Dec. 2009, PI. 53. “NSC IEEE 802.16m Standards Participation Program,” NSC, $667K, Mar. 2008 – Feb. 2010, Co-PI. 54. “Advanced MIMO Tehnologies,” ITRI, $40K USD, Jan. 2008 – Dec. 2008, PI. 55. “IEEE 802.16m System Level Simulator Technology,” ITRI, $23K USD, Jan. 2008 – Dec. 2008, PI. 56. “Cognitive-Cooperative Multiple Access for Gigabit Wireless Networks,” National Science and Technology Program for Telecommunications, Taiwan, $50K USD, Aug. 2007 – Oct. 2009, PI. 57. “Cognitive-Cooperative Gigabit Wireless Networks,” National Science and Technology Pro- gram for Telecommunications, Taiwan, $151K USD, Aug. 2007 – July 2009, Co-PI. 58. “Study of Key Technologies for IMT-Advanced,” III, $40K USD, Jan. 2007 – Dec. 2007, PI. 59. “Extending the Linear Range of Power Amplifiers with Precoding,” National Science and Technology Program for Telecommunications, Taiwan, $124K USD, Aug. 2006 – Oct. 2009, PI. 60. “Coding and Modulation For Enhancing Performances of MIMO-OFDM Systems ,” National Science and Technology Program for Telecommunications, Taiwan, $90K USD, Aug. 2006 – July 2009, Co-PI. 61. “Design of All-Digital Enhanced FMCW Radars,” Chung-Shan Institute of Science and Tech- nology, $17K USD, Aug. 2006 – Dec. 2006, PI. 62. “Integrated MAC and Physical Layer Design for a High Speed Multi-Antenna OFDM WLAN,” National Science and Technology Program for Telecommunications, Taiwan, $104K USD, Aug. 2004 – July 2007, PI. 63. “Advanced Technologies for High Data Rate WLAN at 60GHz Band,” National Science and Technology Program for Telecommunications, Taiwan, $214K USD, Aug. 2004 – July 2007, Co-PI. 64. “OFDM PHY Layer System Research,” Institute for Information Industry, Taiwan, $22K USD, Jan. 2005 – Dec. 2005, Co-PI. 65. “Space-Time-Frequency Agile Transceiver for Future Spectrum-Pooling Wireless Networks,” MediaTek, $36K USD, July 2004 – June 2006, PI. 66. “Optimization of Hybrid ARQ and AMC for IEEE 802.16,” Intel, $19K USD, June 2004 – May 2005, PI. 67. “Design of Cell Search Algorithms for WCDMA,” MediaTek, $18K USD, July 2003 – June 2004, PI. 68. “Design of Dirty Paper Codes for Wireless Broadcast Channels,” National Science Council, Taiwan, $24K USD, Aug. 2003 – July 2004, PI.

Journal Papers 1. Y. Takano, H.-J. Su, Y. Shiraishi and M. Morii, A SpatialTemporal Subspace-Based Compres- sive Channel Estimation Technique in Unknown Interference MIMO Channels, IEEE Trans- actions on Signal Processing, Vol. 68, No. 1, pp. 300-313, Dec. 2019 2. J.-H. Lin, R. Y. Chang, C.-H. Lee, H.-W. Tsao and H.-J. Su, “Multi-Agent Distributed Beam- forming with Improper Gaussian Signaling for MIMO Interference Broadcast Channels,” IEEE Transactions on Wireless Communications, Vol. 18, No. 1, pp. 136-151, Jan. 2019. 3. Y. Takano, H.-J. Su, M. Juntti and T. Matsumoto, “A Conditional ℓ1 Regularized MMSE Channel Estimation Technique for IBI Channels,” IEEE Transactions on Wireless Communi- cations, Vol. 17, No. 10, pp. 6720-6734, Oct. 2018. 4. Y. Takano and H.-J. Su, “A Low-Complexity LS Turbo Channel Estimation Technique for MU-MIMO Systems,” IEEE Signal Processing Letters, Vol. 25, No. 5, pp. 710-714, May 2018. 5. G.-W. Hsu, B. Liu, H.-H. Wang and H.-J. Su, “Joint Beamforming for Multicell Multigroup Multicast with Per-cell Power Constraints,” IEEE Transactions on Vehicular Technology, Vol. 66, No. 5, pp. 4044-4058, May 2017. 6. Y.-P. Wei, S.-C. Lin, S.-J. Lin, H.-J. Su and H. V. Poor, “Residual-quantization Based Code Design for Compressing Noisy Sources with Arbitrary Decoder Side Information,” IEEE Trans- actions on Communications, Vol. 64, No. 4, pp. 1711-1725, Apr. 2016 7. W.-S. Liao, P.-H. Liu and H.-J. Su, “Throughput Maximization for Wireless Relay Systems with AMC and HARQ,” IEICE Transactions on Communications, Vol. EB-98, No. 7, pp. 1345-1356, Jul. 2015 8. S.-H. Wang, K.-C. Lee, C.-P. Li and H.-J. Su, “A Novel Low-Complexity Precoded OFDM System with Reduced PAPR,” IEEE Transactions on Signal Processing, Vol. 63, No. 6, pp. 1366-1376, Mar. 2015 9. C.-P. Lee, S.-C. Lin, H.-J. Su and H. V. Poor, “Multiuser Lattice Coding for the Multiple- Access Relay Channel,” IEEE Transactions on Wireless Communications, Vol. 13, No. 7, pp. 3539-3555, Jul. 2014 10. C.-C. Chien, H.-J. Su and H.-J. Li, “Joint Beamforming and Power Allocation for MIMO Relay Broadcast Channel with Individual SINR Constraints,” IEEE Transactions on Vehicular Technology, Vol. 63, No. 4, pp. 1660-1677, May 2014 11. J.-H. Li and H.-J. Su, “Opportunistic Feedback Reduction for Multiuser MIMO Broadcast Channel with Orthogonal Beamforming,” IEEE Transactions on Wireless Communications, Vol. 13, No. 3, pp. 1321-1333, Mar. 2014 12. C.-C. Chien, H.-J. Su and H.-J. Li, “Device-to-Device Assisted Downlink Broadcast Channel in Cellular Networks,” Wireless Personal Communications (invited), Vol. 74, Issue 4, pp. 1265-1280, Feb. 2014 13. N.-E. Wu, H.-J. Su and H.-J. Li, “Decode-and-Forward Relaying Schemes with Best-Node Selection under Outdated Channel State Information: Error Probability Analysis and Com- parison,” IEICE Transactions on Communications, Vol. E96-B, No. 12, pp. 3142-3152, Dec. 2013 14. P.-H. Lin, S.-H. Lai, S.-C. Lin and H.-J. Su, “On Secrecy Rate of the Generalized Artiﬁcial- Noise Assisted Secure Beamforming for Wiretap Channels,” IEEE Journal on Selected Areas in Communications, Vol. 31, No. 9, pp. 1728-1740, Sept. 2013 15. F.-T. Hsu and H.-J. Su, “Analysis of a Reservation-Based Random Access Network: Through- put Region and Power Consumption,” IEEE Transactions on Communications, Vol. 61, Issue 1, pp. 237-247, Jan. 2013 16. P.-H. Lin, S.-C. Lin, H.-J. Su and Y.-W. P. Hong, “Improved Transmission Strategies for Cognitive Radio Under the Coexistence Constraint,” IEEE Transactions on Wireless Commu- nications, Vol. 11, Issue 11, pp. 4058-4073, Nov. 2012 17. S.-C. Lin, P.-H. Lin, C.-P. Lee and H.-J. Su, “Filter and Nested Lattice Code Design for MIMO Fading Channels with Side-Information,” IEEE Transactions on Communications, Vol. 59, No. 6, pp. 1489-1494, Jun. 2011 18. Y.-H. Yang, S.-C. Lin and H.-J. Su, “Multiuser MIMO Downlink Beamforming Design Based on Group Maximum SINR Filtering,” IEEE Transactions on Signal Processing, Vol. 59, No. 4, pp. 1746-1758, Apr. 2011 19. F.-T. Hsu and H.-J. Su, “Random Access Game in Fading Channels with Capture: Equilibria and Braess-like Paradoxes,” IEEE Transactions on Signal Processing, Vol. 59, No. 3, pp. 1158-1169, Mar. 2011 20. C.-N. Hsu, H.-J. Su and P.-H. Lin, “Joint Subcarrier Pairing and Power Allocation for OFDM Transmission with Decode-and-Forward Relaying,” IEEE Transactions on Signal Processing, Vol. 59, No. 1, pp. 399-414, Jan. 2011 21. P.-H. Lin, S.-C. Lin, C.-P. Lee and H.-J. Su, “Cognitive Radio with Partial Channel State Information at the Transmitter,” IEEE Transactions on Wireless Communications, Vol. 9, Issue 11, pp. 3402-3413, Nov. 2010 22. F.-T. Hsu and H.-J. Su, “Space-Time Codes for Multiple Access Systems with Low MMSE Decoding Complexity,” IEEE Transactions on Wireless Communications, Vol. 8, Issue 10, pp. 4988-4992, Oct. 2009 23. S.-C. Lin and H.-J. Su, “Practical Vector Dirty Paper Coding for MIMO Gaussian Broadcast Channels,” IEEE Journal on Selected Areas in Communications, pp. 1345-1357, Sept. 2007 24. D. Gerakoulis, H.-J. Su and E. Geraniotis, “Network Synchronization of an Orthogonal CDMA Satellite Communication System,” Wireless Personal Communications, Vol. 42, No. 1, pp. 63- 84, Jul. 2007 25. P.-H. Lin, S.-C. Lin, H.-T. Liu and H.-J. Su, “Peak to Average Power Ratio Reduction for Multicarrier Systems Using Dirty Paper Coding,” Journal of Communications (invited), Vol. 2, Issue 3, pp. 9-16, May 2007 26. M.-Y. Chen, C.-Y. Chen, H.-C. Li, S.-C. Pei and H.-J. Su, “Generally Dimensional and Con- stellation Expansion Free Space-Time Block Codes for QAM with Full Diversity,” IEEE Trans- actions on Information Theory, pp. 836-843, Feb. 2007 27. A. Das, N. Gopalakrishnan, T. Hu, F. Khan, A. Rudrapatna, A. Sampath, H.-J. Su, S. Tatesh and W. Zhang, “Evolution of UMTS toward High Speed Downlink Packet Access,” Bell Labs Technical Journal, Vol. 7, Issue 3, March 2003, pp. 47-68. 28. H.-J. Su and E. Geraniotis, “Maximum Signal-to-Noise Ratio Array Processing for Space-Time Coded Systems,” IEEE Transactions on Communications, Sep. 2002, pp. 1419-1422. 29. H.-J. Su and E. Geraniotis, “On Some Design Issues of Space-Time Coded Multi-Antenna Systems,” EURASIP Journal on Applied Signal Processing, May 2002, pp. 471-481. 30. H.-J. Su and E. Geraniotis, “Low Complexity Joint Channel Estimation and Decoding for Pilot Symbol Assisted Modulation and Multiple Diﬀerential Detection Systems with Correlated Rayleigh Fading,” IEEE Transactions on Communications, Feb. 2002, pp. 249-261. 31. H.-J. Su and E. Geraniotis, “Adaptive Closed-Loop Power Control with Quantized Feedback and Loop Filtering,” IEEE Transactions on Wireless Communications, Jan. 2002, pp. 76-86. 32. H.-J. Su and E. Geraniotis, “Space-Time Turbo Codes with Full Antenna Diversity,” IEEE Transactions on Communications, Jan. 2001, pp. 47-57. 33. H.-J. Su and E. Geraniotis, “Power Allocation and Control for Multi-Carrier Systems with Soft Decoding,” IEEE Journal on Selected Areas in Communications, Oct. 1999, pp. 1759-1769.

Conference 1. J.-Y. Lin, R. Y. Chang, H.-W. Tsao and H.-J. Su, Energy Harvesting-Enabled Full-Duplex Papers DF Relay Systems with Improper Gaussian Signaling, IEEE Wireless Communications and Networking Conference (WCNC), Apr. 2020 2. J.-Y. Lin, H.-J. Su, C.-C. Hong and Y. Takano, Low Complexity Hybrid Precoder Design for mmWave Multi-User MIMO Systems: A Non-Iterative Approach, IEEE Vehicular Technology Conference (VTC) 2019 Fall, Sept. 2019 3. Y.-Y. Chang and H.-J. Su, Distributed User Pairing and Transmission Mode Selection in a Single Cell Full Duplex Network, IEEE Vehicular Technology Conference (VTC) 2019 Fall, Workshop on 5G and Beyond Technologies for Ultra-Dense Environments, Sept. 2019 4. W.-H. Wang, H.-J. Su and Y. Takano, “Performance Analysis of MU-MIMO Systems with Threshold-based Feedback and Spatial Heterogeneity,” IEEE Wireless Communications and Networking Conference (WCNC), Apr. 2019. 5. P.-W. Su and H.-J. Su, “Probabilistic Channel Feedback for Multiuser MIMO Broadcast Channels with Orthogonal Beamforming,” Wireless and Optical Communications Conference (WOCC), Apr. 2018. 6. Y. Takano and H.-J. Su, “Performance of Frequency Domain Multiuser-MIMO Turbo Equaliza- tion Without Cyclic Prefix,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Oct. 2017 7. C.-C. Chien, H.-J. Su and H.-J. Li, “Distributed SINR Balancing Beamformer Design for Coordinated Muti-Cell Systems,” IEEE Global Communications Conference (GLOBECOM), Dec. 2016 8. Y.-L. Tsai, J.-H. Li and H.-J. Su, “Feedback Reduction for Multiuser MIMO Broadcast Chan- nel with Zero-Forcing Beamforming,” International Conference on Wireless Algorithms, Sys- tems, and Applications (WASA), Aug. 2016 9. T.-S. Tang, C.-P. Lee and H.-J. Su, “Iterative Decoding of Precoded Multichannel System with PAPR Reduction,” Wireless and Optical Communications Conference (WOCC), Oct. 2015 10. W.-C. Li, J.-L. Yen and H.-J. Su, “Adaptive Signature Waveforms Design for Cognitive Radio System,” Wireless and Optical Communications Conference (WOCC), Oct. 2015 11. H.-J. Su, P.-T. Tu, B. Su and H.-B. Tseng, “Device-to-Device Communication with Dirty Paper Coded Simultaneous Transmission,” IEEE Vehicular Technology Conference (VTC) 2015 Fall, Sept. 2015 12. G.-W. Hsu, S. Liao, H.-J. Su and P. Lin, “Multicell Multicast with Joint Beamforming and Power Allocation,” IEEE Vehicular Technology Conference (VTC) 2015 Fall, Sept. 2015 13. Y.-Y. Chang, W.-S. Liao, J.-H. Li and H.-J. Su, “Channel Feedback Reduction for Wireless Multimedia Broadcast Multicast Service Systems,” IEEE International Conference on Com- munications (ICC), Jun. 2015 14. T.-Y. Tseng, C.-P. Lee, S.-C. Lin and H.-J. Su, “Non-orthogonal Compute-and-forward with Joint Lattice Decoding for the Multiple-access Relay Channel,” IEEE Global Communications Conference (GLOBECOM), Dec. 2014 15. F.-T. Hsu and H.-J. Su, “Power Allocation Strategy Against Jamming Attacks in Gaussian Fading Multichannel,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sept. 2014 16. G.-W. Hsu, H.-H. Wang, H.-J. Su and P. Lin, “Joint Beamforming for Multicell Multigroup Multicast with Per-cell Power Constraints,” IEEE International Symposium on Personal, In- door and Mobile Radio Communications (PIMRC), Sept. 2014 17. G.-W. Hsu, H.-J. Su, C.-P. Li and W.-H. Wei, “A Resource Allocation Method Base on Cross- Entropy Algorithm in Multi-Cell OFDMA Systems,” IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (APWCS), Aug. 2014 18. Y.-Y. Chang, W.-S. Liao, H.-J. Su, T.-H. Huang and C.-T. Leu, “Throughput Maximization Method with Linear Predictor for AMC Systems,” IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (APWCS), Aug. 2014 19. E.-H. Yeh, P. Lin, H.-J. Su and C.-T. Leu, “User-Based Energy Conservation Mechanism for Wireless Interfaces for Mobile Phones,” IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (APWCS), Aug. 2014 20. F.-T. Hsu and H.-J. Su, “When Does the AP Deployment Incentivize a User to Offload Cel- lular Data: An Energy Efficiency Viewpoint,” International Symposium on Communications, Control, and Signal Processing (ISCCSP), May 2014 21. W.-T. Lin, C.-H. Lee and H.-J. Su, “Downlink-to-Uplink Interference Cancellation in Cloud Radio Access Networks,” IEEE Vehicular Technology Conference (VTC) 2014 Spring, May 2014 22. M.-H. Chen, C.-M. Kuo, P.-H. Lin, S.-C. Lin and H.-J. Su, “Low-Complexity Remote Com- pressive Sensing for Machine-to-Machine Networks with Stochastic Sources,” International Conference on Intelligent Green Building & Smart Grid (IGBSG) (invited), Apr. 2014 23. C.-P. Lee, K.-F. Huang, P. Lin, H.-J. Su and C.-L. Wang, “Reducing Handover Cost for LTE Femtocell/Macrocell Network,” IEEE Global Communications Conference (GLOBECOM), Dec. 2013 24. C.-L. Su, P.H. Lin and H.-J. Su, “Secure Transmission over Fast Fading Multiple-Antenna Gaussian Broadcast Channel with Confidential Messages,” IEEE Global Communications Con- ference (GLOBECOM), Dec. 2013 25. J.-H. Li, Y.-L. Tsai, P.-T. Tu and H.-J. Su, “Approximation of Sum Rate of Zero-forcing Beamforming Using Semi-orthogonal User Selection Scheduling in Multiuser MIMO Broadcast Channels,” International Conference on ICT Convergence, Oct. 2013 26. J.-H. Li, P.-T. Tu and H.-J. Su, “Feedback Policies for Heterogeneous Rayleigh Fading Channel with Finite Feedback,” International Conference on ICT Convergence, Oct. 2013 27. S.-H. Wang, H.-J. Su, H.-Y. Hsieh, S. Yeh and M. Ho, “Random Access Design for Clustered Wireless Machine to Machine Networks,” International Black Sea Conference on Communica- tions and Networking (BlackSeaCom) (invited), Jul. 2013 28. X. Chen, J.-N. Hwang, P.-H. Wu, H.-J. Su and C.-N. Lee, “Adaptive Mode and Modulation Coding Switching Scheme in MIMO Multicasting System,” IEEE International Symposium on Circuits and Systems (ISCAS), May 2013 29. C.-P. Lee, S.-C. Lin, H.-J. Su and H. V. Poor, “Relay-Mapper Aided Multi-User Lattice Coding for the Multiple-Access Relay Channel,” Annual Conference on Information Sciences and Systems (CISS), Mar. 2013 30. S.-E. Wei, H.-Y. Hsieh and H.-J. Su, “Joint Optimization of Cluster Formation and Power Control for Interference-Limited Machine-to-Machine Communications,” IEEE Global Com- munications Conference (GLOBECOM), Dec. 2012 31. P.-H. Lin, S.-C. Lin, S.-H. Lai and H.-J. Su, “On Secure Beamforming for Multiple Input Wiretap Channels with Partial Channel State Information at the Transmitter,” Asia-Pacific Signal and Information Processing Association (APSIPA) Annual Summit and Conference (invited), Dec. 2012 32. P.-H. Lin, C.-L. Su and H.-J. Su, “On The Secrecy Rate Region of a Fading Multiple-Antenna Gaussian Broadcast Channel with Confidential Messages and Partial CSIT,” IEEE Global Communications Conference (GLOBECOM), Dec. 2012 33. C.-H. Chang, H.-Y. Hsieh and H.-J. Su, “Not Every Bit Counts: Shifting the Focus from Machine to Data for Machine-to-Machine Communications,” Asilomar Conference on Signals, Systems and Computers (invited), Nov. 2012 34. C.-C. Chien, H.-J. Su and H.-J. Li, “Design of Downlink Broadcast Channel via Device- to-Device Communications,” International Symposium on Intelligent Signal Processing and Communications Systems (ISPACS), pp. 172-177, Nov. 2012 35. S.-E. Wei, H.-Y. Hsieh and H.-J. Su, “Enabling Dense Machine-to-Machine Communications through Interference-Controlled Clustering,” International Wireless Communications and Mo- bile Computing Comference (IWCMC), Aug. 2012 36. Y.-P. Wei, S.-C. Lin, Y.-H. Lin and H.-J. Su, “Graph-based Code Design for Quadratic- Gaussian Wyner-Ziv Problem with Arbitrary Side Information,” IEEE Symposium on Infor- mation Theory (ISIT), Jul. 2012 37. T. Hu, J. Pang and H.-J. Su, “LTE-Advanced Heterogeneous Networks: Release 10 and Be- yond,” IEEE International Conference on Communications (ICC), Jun. 2012 38. S.-E. Wei, C.-H. Chang, Y.-E. Lin, H.-Y. Hsieh and H.-J. Su, “Formulating and Solving the Femtocell Deployment Problem in Two-Tier Heterogeneous Networks,” IEEE International Conference on Communications (ICC), Jun. 2012 39. F.-T. Hsu and H.-J. Su, “On Two-User Medium Access with Power Level Selections: Cooper- ative and Noncooperative Solutions,” International Conference on Communications, Mobility, and Computing (CMC), May 2012 40. F.-T. Hsu, C.-T. Liu and H.-J. Su, “Exploiting Channel State Information in Slotted ALOHA with SINR Capture,” IEEE Wireless Communications and Networking Conference (WCNC), Apr. 2012 41. S.-H. Lai, P.-H. Lin, S.-C. Lin and H.-J. Su, “On Optimal Artificial-Noise Assisted Secure Beamforming for the Multiple-Input Multiple-Output Fading Eavesdropper Channel,” IEEE Wireless Communications and Networking Conference (WCNC), Apr. 2012 42. W.-S. Liao and H.-J. Su, “Throughput Maximization by Adaptive Threshold Adjustment for AMC Systems,” Asia-Pacific Signal and Information Processing Association (APSIPA) Annual Summit and Conference, Oct. 2011 43. C.-P. Lee and H.-J. Su, “Dynamic Decode and Forward for the Multi-Access Relay Channel with Finite Block Length,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sept. 2011 44. S.-H. Lai, P.-H. Lin, S.-C. Lin and H.-J. Su, “On Optimal Artificial-Noise Assisted Secure Beamforming for the Fading Eavesdropper Channel,” IEEE International Symposium on Per- sonal, Indoor and Mobile Radio Communications (PIMRC), Sept. 2011 45. F.-T. Hsu and H.-J. Su, “Channel-aware ALOHA with SINR Capture: When Is the Knowledge of Channel Not Helpful?,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sept. 2011 46. H.-Y. Chu and H.-J. Su, “On the Capacity Region of the Cognitive Interference Channel with Unidirectional Destination Cooperation,” IEEE Symposium on Information Theory (ISIT), Aug. 2011 47. J.-H. Li and H.-J. Su, “Feedback Reduction for MIMO Broadcast Channel with Heterogeneous Fading,” IEEE Symposium on Computers and Communications (ISCC), Jun. 2011 48. F.-T. Hsu and H.-J. Su, “Randomized Spectrum Access in Cognitive Radio Networks with a Large Number of Cognitive Users,” IEEE Vehicular Technology Conference 2011 Spring, May 2011 49. F.-T. Hsu and H.-J. Su, “Throughput Improvement in ALOHA Networks with Power Capture and a Cheat-proof Access Control,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Sept. 2010 50. J.-H. Li, H.-J. Su and Y.-L. Tsai, “A Multi-threshold Scheme for Feedback Load Reduction in Multiuser MIMO Broadcast Channel,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Sept. 2010 51. C.-N. Hsu, H.-J. Su and P.-H. Lin, “Maximizing Sum Rate of OFDM Transmission with Decode-and-Forward Relaying,” International Conference on Green Circuits and Systems, Jun. 2010 52. C.-N. Hsu, P.-H. Lin and H.-J. Su, “Joint Subcarrier Pairing and Power Allocation for OFDM Two-Hop Systems,” IEEE International Conference on Communications, May 2010 53. C.-Y. Chen, Y.-H. Yang, P.-H. Lin and H.-J. Su, “Finite Rate Channel Feedback Design for Multiuser MIMO Downlink Beamforming Systems,” IEEE International Conference on Communications, May 2010 54. F.-T. Hsu and H.-J. Su, “Cheat-proof and Optimal Access Controls in a Pairwise Interaction Network,” IEEE Wireless Communications and Networking Conference, Apr. 2010 55. P.-H. Lin, S.-C. Lin, H.-J. Su and Y.-W. P. Hong, “Cognitive Radio with Unidirectional Transmitter and Receiver Cooperations,” Annual Conference on Information Sciences and Systems, Mar. 2010 56. F.-T. Hsu and H.-J. Su, “Equilibria of a Shared Medium Access Network with RTS/CTS Handshake Mechanism,” IEEE International Symposium on Personal, Indoor and Mobile Ra- dio Communications, Sept. 2009 57. W.-S. Liao and H.-J. Su, “Simulation Method for Realizing Correlated OFDM Channel in Frequency Domain,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Sept. 2009 58. Y.-H. Yang, S.-C. Lin and H.-J. Su, “Multiuser MIMO Downlink Beamforming Based on Group Maximum SINR Filtering with Per Stream Power Allocation,” IEEE International Conference on Communications, Jun. 2009 59. S.-J. Lin, S.-C. Lin, K.-S. Chen and H.-J. Su, “Coding for Noisy Quadratic-Gaussian Wyner- Ziv Problem: a Successive Quantization Approach,” IEEE Information Theory Workshop, Jun. 2009 60. P.-H. Lin, S.-C. Lin and H.-J. Su, “Design of the Cognitive Radio with Partial Channel State Information at the Transmitter,” Annual Conference on Information Sciences and Systems, Mar. 2009 61. J.-J. Jian, H.-J. Su and H.-J. Li, “MIMO Relay Design for Multiple Link Pairs Based on SINR Constraints,” International Symposium on Information Theory and its Applications, Dec. 2008 62. H.-H. Ko, K.-W. Cheng and H.-J. Su, “Range Resolution Improvement for FMCW Radars,” European Radar Conference, Oct. 2008 63. F.-T. Hsu and H.-J. Su, “Linear Dispersion Space-Time Codes for Multiuser Systems with Low Decoding Complexity,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Sept. 2008 64. C.-P. Lee and H.-J. Su, “Peak to Average Power Ratio Reduction of Space-Time Codes That Achieve Diversity-Multiplexing Gain Tradeoff,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Sept. 2008 65. Y.-H. Yang, S.-C. Lin and H.-J. Su, “Multiuser MIMO Downlink Beamforming Based on Group Maximum SINR Filtering,” IEEE International Conference on Communications, May 2008 66. P.-H. Lin, S.-C. Lin and H.-J. Su, “Cognitive Radio with Partial Channel State Information at the Transmitter,” IEEE International Conference on Communications, May 2008 67. K.-W. Cheng and H.-J. Su, “Multi-target Signal Processing in FMCW Radar System with Antenna Array,” IEEE Radar Conference, May 2008 68. P.-H. Lin, C.-P. Lee, S.-C. Lin and H.-J. Su, “Cognitive Radio in Slow Fading Channels with Partial Channel State Information at the Transmitter,” Annual Conference on Information Sciences and Systems, Mar. 2008 69. C.-P. Lee and H.-J. Su, “Diversity-Multiplexing Gain Tradeoff with Peak to Average Power Ratio Constraints,” Annual Conference on Information Sciences and Systems, Mar. 2008 70. S.-C. Lin, P.-H. Lin and H.-J. Su, “Lattice Coding for the Vector Fading Paper Problem,” IEEE Information Theory Workshop, Sept. 2007 71. P.-H. Lin, T.-H. Hsieh and H.-J. Su, “Resource Allocation for Cognitive Radio: A Nonlinear Programming Approach,” International Workshop on Cognitive Wireless Networks, Aug. 2007 72. S.-C. Lin and H.-J. Su, “Vector Wyner-Ziv Coding for Vector Gaussian CEO Problem,” Annual Conference on Information Sciences and Systems, Mar. 2007 73. S.-C. Lin, C.-C. Yu and H.-J. Su, “Adaptive Maximum Signal-to-Noise Ratio Array Processing for Space-Time Coded Systems,” IST Mobile & Wireless Communications Summit, 2006 74. H.-J. Su and L.-W. Fang, “A Simple Adaptive Throughput Maximization Algorithm for Adap- tive Modulation and Coding Systems with Hybrid ARQ,” International Symposium on Com- munications, Control and Signal Processing, 2006 75. P.-H. Lin, S.-C. Lin, H.-T. Liu and H.-J. Su, “Peak to Average Power Ratio Reduction for Multicarrier Systems Using Dirty Paper Coding,” IEEE International Conference on Acoustics, Speech, and Signal Processing, 2006. 76. S.-C. Lin and H.-J. Su, “Practical Vector Dirty Paper Coding for MIMO Gaussian Broadcast Channels,” International Symposium on Information Theory and its Applications, 2006 77. W.-H. Chiu and H.-J. Su, “New Optimal Rate-Diversity Tradeoff Space-Time Codes with Adaptive Iterative Decoding,” International Symposium on Information Theory and its Ap- plications, 2006 78. S.-C. Lin and H.-J. Su, “Lattice-based Vector Dirty Paper Coding for MIMO Gaussian Broad- cast Channels,” Asia-Europe Workshop on Information Theory, 2006 79. P.-H. Lin, S.-C. Lin and H.-J. Su, “Extending the Linear Range of Power Amplifiers with Dirty Paper Coding,” Asia-Europe Workshop on Information Theory, 2006 80. P.-H. Lin, J.-L. Yen and H.-J. Su, “Frequency Domain Code Group Identification and Frame Synchronization for Cell Search in UMTS WCDMA,” IEEE Vehicular Technology Conference, pp. 1217-1221, Fall, 2005 81. S.-C. Lin and H.-J. Su, “Vector Superposition Dirty Paper Coding for MIMO Gaussian Broad- cast Channels,” Annual Conference on Information Sciences and Systems, 2005 82. M.-Y. Chen, S.-C. Pei and H.-J. Su, “Constellation Expansion Free Quasi-Orthogonal Space- Time Block Codes on Square Lattice Constellations with Full Diversity and High Coding Gains,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communica- tions, pp. 16-20, 2005 83. H.-J. Su and T. Lin, “Adaptive Throughput Maximization for Adaptive Modulation and Cod- ing Systems,” IEEE Asia-Pacific Conference on Communications, pp. 406-410, 2005 84. H.-J. Su, “On Adaptive Threshold Adjustment with Error Rate Constraints for Adaptive Modulation and Coding Systems with Hybrid ARQ,” IEEE International Conference on In- formation, Communications and Signal Processing, pp. 786-790, 2005 85. H.-J. Su and O.-C. Yue, “Mobile Initiated Priority Access Solutions for Cellular Networks,” pp. 1589-1593, IEEE Vehicular Technology Conference, 2004 Spring. 86. A. Das, K. Balachandran, F. Khan, A. Sampath and H.-J. Su, “Network Controlled Cell Selection for the High Speed Downlink Packet Access in UMTS,” pp. 1958-1962, IEEE Wireless Communications and Networking Conference, 2004. 87. Q. Zhang and H.-J. Su, “Methods for Preventing Protocol Stalling in UMTS Radio Link Control,” pp. 2246-2250, IEEE International Conference on Communications, 2003. 88. A. Das, F. Khan, A. Sampath and H.-J. Su, “A Variable Rate Channel Quality Feedback Scheme for 3G Wireless Packet Data Systems,” pp. 982-986, IEEE International Conference on Communications, 2003. 89. W. Lau, W. Luo, H.-J. Su, O.-C. Yue and Q. Zhang, “Analysis of UMTS Radio Link Control,” pp. 748-752, IEEE Globe Telecommunications Conference, 2002. 90. A. Das, F. Khan, A. Sampath and H.-J. Su, “Design and Performance of Down Link Shared Control Channel for HSDPA,” pp. 1088-1091, IEEE International Symposium on Personal, Indoor and Mobile Communications, 2002. 91. A. Das, F. Khan, A. Sampath and H.-J. Su, “Adaptive, Asynchronous Incremental Redundancy (A2IR) with Fixed Transmission Time Intervals (TTI) for HSDPA,” pp. 1083-1087, IEEE International Symposium on Personal, Indoor and Mobile Communications, 2002. 92. Q. Zhang and H.-J. Su, “Performance of UMTS Radio Link Control,” pp. 3346-3350, IEEE International Conference on Communications, 2002. 93. A. Das, F. Khan, A. Sampath and H.-J. Su, “Performance of Asynchronous and Adaptive HARQ Proposal for High Speed Downlink Packet Access in UMTS,” pp. 2133-2137, IEEE Vehicular Technology Conference, 2001 Fall. 94. H.-J. Su and E. Geraniotis, “Maximum Signal-to-Noise Ratio Array Processing for Space-Time Coded Systems,” pp. 693-697, IEEE International Symposium on Personal, Indoor and Mobile Communications, 2000. 95. H.-J. Su and E. Geraniotis, “On the Design Issues of Space-Time Coded Multi-Antenna Sys- tems,” pp. 203-210, IEEE International Conference on Third Generation Wireless Communi- cations, 2000. 96. H.-J. Su, D. Gerakoulis and E. Geraniotis, “Orthogonal Code Division Multiplexed DSL for Interference Suppression in Cable Networks,” pp. 1069-1074, IEEE International Conference on Communications, 2000. 97. N. Sharma, H.-J. Su and E. Geraniotis, “A Novel Approach for Multi-Antenna Systems,” pp. 1264-1269, IEEE International Conference on Communications, 2000. 98. H.-J. Su and E. Geraniotis, “Spectrally Efficient Turbo Codes with Full Antenna Diversity,” pp. 41-50, IEEE Workshop on Multiaccess, Mobility and Teletraffic for Wireless Communications, 1999. 99. Y. Xu, H.-J. Su and E. Geraniotis, “Pilot Symbol Assisted QAM with Iterative Filtering and Turbo Decoding over Raleigh Flat-Fading Channels,” pp. 86-91, IEEE Military Communica- tions Conference, 1999. 100. D. Gerakoulis, E. Geraniotis and H.-J. Su, “Network Access and Synchronization Procedures for a CDMA Satellite Communications System,” pp. 413-417, IEEE Military Communications Conference, 1999. 101. H.-J. Su and E. Geraniotis, “Low Complexity Joint Demodulation and Decoding of DPSK Systems in Correlated Rayleigh Fading Channel,” pp. 3047-3051, IEEE Vehicular Technology Conference, 1999 Fall. 102. H.-J. Su and E. Geraniotis, “Performance Comparison of Iteratively Filtered and Decoded MDD and PSAM Systems with Linear Complexity,” pp. 1553-1557, IEEE Wireless Commu- nications and Networking Conference, 1999. 103. H.-J. Su and E. Geraniotis, “Adaptive Closed-Loop Power Control as an Instance of Channel Identification,” pp. 130-135, Annual Conference on Information Sciences and Systems, 1999. 104. H.-J. Su and E. Geraniotis, “Power Allocation and Adaptive Modulation for Multi-Cell OFDM Systems with Random Multi-Tone Jammers,” pp. 141-146, Army Research Laboratory Ad- vanced Telecommunications Information Distribution Research Program Consortium Confer- ence, 1999. 105. H.-J. Su and E. Geraniotis, “Improved Performance of a PSAM System with Iterative Filtering and Decoding,” pp. 156-166, Annual Allerton Conference on Communication, Control, and Computing, 1998. 106. H.-J. Su and E. Geraniotis, “Adaptive Closed-Loop Power Control with Quantized Feedback and Loop Filtering,” pp. 926-931, IEEE International Symposium on Personal, Indoor and Mobile Communications, 1998. 107. H.-J. Su and E. Geraniotis, “A Distributed Power Allocation Algorithm with Adaptive Modu- lation for Multi-Cell OFDM Systems,” pp. 474-478, IEEE International Symposium on Spread Spectrum Techniques and Applications, 1998. 108. H.-J. Su and E. Geraniotis, “Power Allocation and Control for Multi-Carrier Systems with Soft Decoding,” pp. 29-35, Annual Conference on Information Sciences and Systems, 1998. 109. H.-J. Su, P. Li, E. Geraniotis and D. Gerakoulis, “Code Tracking Loop Performance for an Orthogonal CDMA Uplink SATCOM System,” pp. 29-34, IEEE Symposium on Computers and Communications, 1998. 110. H.-J. Su and E. Geraniotis, “Performance Comparison between Wavelet Packet Division MA and DS/CDMA in Bandlimited Channels,” pp. 960-965, Annual Conference on Information Sciences and Systems, 1997. 111. H.-J. Su and E. Geraniotis, “Performance Analysis of an Asynchronous Wavelet Packet Divi- sion Multiple Access System,” pp. 519-525, International Conference on Advances in Commu- nications and Control, 1997.

Patents 1. H.-J. Su, P.-T. Tu and A. S. Tsai, “Method and Apparatus for Device to Device Communi- cation in a Wireless Communication System and Related Apparatus Using the Same,” U.S. patent 10044592, Europe patent EP3018952, Taiwan patent I569676, Japan patent 6144316, Korea patent 101765872, Aug. 2018 2. H.-J. Su, W.-S. Liao, Y.-C. Lin, J.-M. Liao and H.-W. Chang, “Method of Coordination Multi- point Transmission, Control Node and Wireless Communication Device,” U.S. patent 981322, Nov. 2017 3. H.-J. Su, P.-T. Tu and A. S. Tsai, “Method and Apparatus for Device to Device Communica- tion in a Wireless Communication System and Related Apparatus Using the Same,” Taiwan patent I569676, U.S. patent application 20160128064, Feb. 2017 4. H.-J. Su, S.-Y. Liao, G.-W. Hsu, P. Lin, J.-N. Hwang and C.-N. Lee, “Wireless Communication Method with Joint Beamforming and Power Allocation,” Taiwan patent I528847, Apr. 2016 5. X. Chen, J.-N. Hwang, H.-J. Su and C.-N. Lee, “System for Selecting Transmission Mode under Multi-input Multi-output Based on Scheduling Number and Method thereof,” U.S. patent 9118362, Taiwan patent I496495, Aug. 2015 6. J.-H. Li, H.-J. Su and Y.-C. Jen, “Method of Performing Feedback Load Reduction and Related Communication Device,” U.S. patent 8583161, Nov. 2013. 7. C.-Y. Chen and H.-J. Su, “Channel Information Feedback Method and Apparatus Thereof,” U.S. patent 8559545, China patent CN102237919, Taiwan patent I445343, Oct. 2013. 8. J.-H. Li, H.-J. Su and Y.-C. Jen, “Method of Reducing Feedback Load and Feedback Over- head in a Multi-cell Cooperative Network and Related Communication Device,” U.S. patent 8565688, China patent CN102594499, Taiwan patent I475839, Oct. 2013. 9. H.-J. Su, W.-S. Liao, C.-Y. Huang, C.-C. Chen and K.-H. Lee, “Multiple Input Multiple Output Antenna System, Signal Transmission Method, Signal Transmission Apparatus, and Computer Program Product for the Multiple Input Multiple Output Antenna System,” U.S. patent 8369437, Taiwan patent I435561, Feb. 2013. 10. C.-P. Lee and H.-J. Su, “Peak to Average Power Ratio Reduction,” U. S. patent 8363749, China patent CN101582754, Taiwan patent I408930, Jan. 2013. 11. K. Balachandran, A. Das, F. Khan, A. Sampath and H.-J. Su, “Signaling Methods For Wireless Communication Systems,” U.S. patent 8111668, Feb. 2012 12. K. Balachandran, T. Ji, J. H. Kang, W. Luo, H.-J. Su, “Methods and Devices for Selecting Sets of Available Sub-channels,” U.S. patent 7990931, Aug. 2011 13. H.-J. Su and Q. Zhang, “Methods And Devices For Preventing Protocol Stalling,” U.S. patent 7764624, Jul. 2010 14. A. Das, F. Khan, A. Sampath and H.-J. Su, “A Method For Encoding and Decoding Control Information in A Wireless Communications System,” U.S. patent 7573942, Europe patent EP1313245, Aug. 2009 15. A. Das, F. Khan, A. Sampath and H.-J. Su, “Adaptive Hybrid Retransmission Method for Wireless Communications,” U.S. patent 7564827, Jul. 2009 16. A. Das, F. Khan, A. Sampath and H.-J. Su, “Method and Apparatus for Closed Loop Transmit Diversity in a Wireless Communications System,” U.S. patent 7499709, Mar. 2009 17. A. Das, F. Khan, A. Sampath and H.-J. Su, “Shared Signaling for Multiple User Equipment,” U.S. patent 7508804, Europe patent EP1351538, Japan patent 4268820, Mar. 2009 18. J.-T. Liu and H.-J. Su, “Method of Power Allocation and Rate Control in OFDMA Systems,” U.S. patent 7426176, Europe patent EP1411647, Sept. 2008 19. H.-J. Su and Q. Zhang, “Methods and Devices for the Retransmission of Data Packets,” U.S. patent 7345999, Mar. 2008 20. K. Balachandran, A. Das, A. Sampath and H.-J. Su, “Flexible Transmission Method for Wire- less Communications,” U.S. patent 7304971, Dec. 2007 21. H.-J. Su and Q. Zhang, “Methods and Devices for Partial Upper Layer Frame Loss Detection Based Retransmission,” U.S. patent 7239610, Jul. 2007 22. A. Das, F. Khan, A. Sampath and H.-J. Su, “Error Detection Methods in Wireless Communi- cation Systems,” U.S. patent 7162675, Europe patent EP1355430, Jan. 2007 23. A. Das, F. Khan, A. Sampath and H.-J. Su, “Method and Apparatus for Feedback Error Detection in a Wireless Communications System,” U.S. patent 7116944, Oct. 2006 24. A. Das, F. Khan, A. Sampath and H.-J. Su, “Error Detection Methods in Wireless Communi- cation Systems,” Europe patent EP1487118, EP1487119, EP1487120, Oct. 2006 25. A. Das, F. Khan, A. Sampath and H.-J. Su, “Network Controlled Fast Cell Switching,” U.S. patent 7079848, Japan patent 2003319467, Jul. 2006

Technical 1. H.-Y. Chu and H.-J. Su, “On the Cognitive Interference Channel with Unidirectional Destina- Reports tion Cooperation,” http://arxiv.org, arXiv:1102.3127, Feb. 2011 2. S.-P. Lin, J. Jiang, W.-T. Lin, P.-C. Yeh and H.-J. Su, “Prediction-based Adaptation (PRADA) Algorithm for Modulation and Coding,” http://arxiv.org, arXiv:1011.5987, Oct. 2010 3. C.-P. Lee and H.-J. Su, “Peak to Average Power Ratio Reduction for Space-Time Codes That Achieve Diversity-Multiplexing Gain Tradeoﬀ,” http://arxiv.org, arXiv:1003.0242, Mar. 2010

4. H.-J. Su, A. S. Tsai and C.-T. Wu, “Design Issues of MUST with HARQ,” R1-168072, 3GPP RAN WG1 Meeting #86, Aug. 2016. 5. H.-J. Su, A. S. Tsai and C.-T. Wu, “Performance of MUST with HARQ,” R1-168071, 3GPP RAN WG1 Meeting #86, Aug. 2016. 6. W.-S. Liao, H.-J. Su and Y.-C. Jen, “Real Life Issues for DL-MIMO,” R1-112640, 3GPP TSG RAN WG1 Meeting #66, Aug. 2011. 7. J.-H. Li, L.-S. Meng, H.-C. Cheng, H.-J. Su, P.-C. Yeh and E. Jen, “Views of Schemes for CoMP,” R1-110180, 3GPP TSG RAN WG1 Meeting #63bis, Jan. 2011. 8. H.-J. Su, “Performance Consideration of CoMP,” R1-110149, 3GPP TSG RAN WG1 Meeting #63bis, Jan. 2011. 9. J.-H. Li, H.-J. Su and E. Jen, “Autonomous Feedback Reduction for MU-MIMO,” R1-104490, 3GPP TSG RAN WG1 Meeting #62, Aug. 2010. 10. J.-H. Li, H.-J. Su and E. Jen, “Feedback reduction mechanism for MU-MIMO,” R1-104161, 3GPP TSG RAN WG1 Meeting #61bis, June 2010. 11. J.-H. Li, H.-J. Su and E. Jen, “MU-MIMO Feedback Reduction,” R1-100624, 3GPP TSG RAN WG1 Meeting #59bis, Jan. 2010. 12. J.-H. Li, H.-J. Su and E. Jen, “Consideration on MU-MIMO Feedback Reduction,” R1-094535, 3GPP TSG RAN WG1 Meeting #59, Nov. 2009. 13. H.-J. Su, et al., “Power Balancing for MIMO Precoders,” IEEE C802.16m-09/1404r3, IEEE 802.16 Task Group m, Session #62, July 2009. 14. H.-J. Su, et al., “Power Balancing of Beamforming/Precoding Schemes,” IEEE C802.16m- 09/0784r1, IEEE 802.16 Task Group m, Session #61, May 2009. 15. H.-J. Su, et al., “Power Balancing of Beamforming/Precoding Schemes,” IEEE C802.16m- 09/0032, IEEE 802.16 Task Group m, Session #59, Jan. 2009. 16. H.-J. Su, et al., “Peak-to-Average Power Ratio Issue of Beamforming/Precoding Schemes,” IEEE C802.16m-08/1302r3, adopted by IEEE 802.16 Task Group m, Session #58, Nov. 2008. 17. H.-J. Su, et al., “Performance Comparison of MIMO Schemes with Variable Rates,” IEEE C802.16m-08/300r1, IEEE 802.16 Task Group m, Session #55, May 2008. 18. K.-C. Chen, F.-S. Chu, W.-S. Liao, S.-Y. Lien, H.-J. Su and C.-W. Su, “Short-term Fairness Indication,” IEEE C802.16m-07/126r2, adopted by IEEE 802.16 Task Group m, Session #51, Sept. 2007. 19. A. Das, F. Khan, A. Sampath and H.-J. Su, over 100 technical contributions to 3GPP UMTS standards between Nov. 2000 and Feb. 2003.

20. H.-J. Su, Q. Zhang and M. C. Chuah, “Comparison of SDU Discard Functions in UMTS RLC Protocol,” Lucent Technologies Technical Memorandum, 2001. 21. Q. Zhang, H.-J. Su and M. C. Chuah, “UMTS RLC Performance Evaluation,” Lucent Tech- nologies Technical Memorandum, 2001.

Teaching Principles of Communications, Digital Communications, Error Control Coding, Wireless Commu- nication Systems, Content Delivery over Wireless Networks, CDMA System and RF Engineering, Linear Algebra.

Students • 5 Posdocs. • 18 Ph.D. students, 10 graduated. • 80 M.S. students, 68 graduated.