`
`Expert/Consultant Curriculum Vitae
`
`Professor Zhi Ding
`
`Ph.D. and Fellow of IEEE
`
`
`
`Expertise
`
`
`§ Digital Transmissions
`§ DSL and Cable Internet Service
`§ Digital Signal Processing
`§ WiFi, LTE, DOCSIS, Bluetooth
`
`§ Wireless Communication Systems
`§ Cellular Wireless
`§ Communication networks
`§ Signal Processing and Analysis
`
`
`Professional Summary
`
`• Professor of major US universities for over 28 years.
`• Consulted for major engineering companies such as Nortel, Analog
`Devices, Intel, and NEC
`• Worked as expert on multiple patent infringement cases.
`• Conducted research works on Communications and Signal Processing for
`over 30 years.
`• Supervised over 25 PhD students.
`• Author of more than 170 journal papers and 2 books on communication
`technologies.
`
`
`Dr. Zhi Ding has been a professor of electrical engineering at major US universities for
`27 years. Since 1995, he has consulted for both engineering companies such as Nortel,
`Analog Devices, Intel, and worked as expert for major law firms such as Kirkland & Ellis,
`WilmerHale, Quinn Emanuel, Fish & Richardson, Sheppard Mullin, Sidley Austin, Mayer
`Brown, Venable, and Finnegan, on multiple technical and patent infringement cases. He
`has been conducting research works on wireless communications and signal processing
`since 1984. He has supervised over 25 PhD students. He is an author of 170 journal
`papers and 2 technical books on communication technologies. He has taught classes
`that cover the fundamentals of signal detection, communications, and systems.
`
`the Child Family Professor of Engineering and
`Dr. Ding was appointed as
`Entrepreneurship in 2009-2014. He served as the steering committee chair of the IEEE
`Transactions on Wireless Communications. He was elevated to Fellow of IEEE in 2002
`by the IEEE Signal Processing Society. He also served as the Technical Program Chair
`of the IEEE Globecom 2006 (the flagship conference of the IEEE Communications
`Society), Dr. Ding is an eminent scholar and expert of wireless technologies AND signal
`processing.
`
`
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`Professor Zhi Ding, Ph.D.
`Printed: 12/19/18
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`Expert/Consultant Curriculum Vitae
`
`
`
`Consulting History (Partial List):
`Past Client
`Past Services
`Kirkland & Ellis LLP Expert consultant on various wireless (cellular and WiFi)
`and communications technologies since 2007. Major
`engagements include
`2007-10: E. D. Texas, C.A. No. 2:07-CV-474
`2008-10: E. D. Texas, C.A. No. 2:08-CV-247
`2008: Apple License Consulting (M. Pieja)
`2009: Apple Patent Analysis (B. Kwok)
`2009: Cisco v. MOSAID matter (E. Lamison)
`2009-10: D. Del. C.A. No. 07-CV-752
`2008-10: D. Del. C.A. No. 07-md1848
`2009-10: E.D. Texas, C.A. No. 5:09-cv-00101
`2010-13: Netgear, Inc. & Ruckus Wireless Inc. Patent
`Matter, Netgear, Inc. & Ericsson Inc. Patent Matter. (E.
`Lamison)
`2011-13: E. D. Texas, C.A. No. 6:10-cv-00473-LED
`2011-13: N. D. Illinois, No. 1:11-cv-09308
`2011-13: D. Del. Case No. 1:11-cv-00425
`2013: Alcatel-Lucent Patent matters (B. Nguyen)
`
`Expert consultant on cellular wireless and communications
`technologies since 2010. Major engagements include
`2009-11: D. Del. C.A. No. 09-791-GMS
`2009-11: D. Del. C.A. No. 09-1002 and ITC Docket 2702
`2012: N.D. Cal. Apple Inc. v. Samsung Elecs. Co., No. 12-
`cv-630.
`2011-13: Apple Inc. v. Samsung Electronics Co. (US,
`Japan, Korea, Germany, the Netherlands, UK, Italy, and
`others) including N. D. Cal, Case No. 11-cv-01846, ITC
`Docket Nos. 2824, 2827.
`
`Expert witness on cellular wireless and communications
`technologies for Marvell, Inc. Major engagements include
`2014-15: Inter Partes Review of U.S. Patent 5,712,870
`2014: Inter Partes Review of U.S. Patent 6,977,944
`
`US District Court of Delaware
`2009-10: D. Del. C.A. No. 07-CV-752
`2008-10: D. Del. C.A. No. 07-md1848
`Representing defendant as expert technical consultant
`against infringement accusations involving data over cable
`services. Case dropped by the plaintiff after expert reports
`2008-2009. Attorney’s fees recovered.
`2012: C.D. Cal., CV 11-09373 RGK (RZx)
`2012: D. Del., C.A. No. 10-1062-GMS
`
`Wilmer Cutler
`Pickering Hale, and
`Dorr, LLP
`
`Fish and Richardson,
`LLP
`
`Kaye Scholer LLP
`
`
`Professor Zhi Ding, Ph.D.
`Printed: 12/19/18
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`Expert/Consultant Curriculum Vitae
`
`
`IP Evaluation matters regarding client multi-billion dollar
`Patent portfolio purchase and other matters since 2011.
`
`Technical consultant and expert declarant in Inter Partes
`Review Proceedings US Patents 7,477,624, 7,903,608,
`8,542,643.
`
`2013: Expert witness for Plaintiff for a putative class action.
`
`2014: Expert Consultant, for AT&T Mobility LLC and
`Cricket Communications, Inc., D. Del. Civil Action Nos.
`13-1668 (LPS) 13-1669 (LPS)
` 2014: Expert technical consultant in Civil Action No. 1:13-
`cv-473 (D. Del.) (SLR)
`
`
`2015-17: Technical consultant and expert witness in 1:14-
`cv-00436 (D. C. West Texas) and IPR2015-10577,
`IPR2015-10580, IPR-201510581.
`
`
`2015-17: Technical consultant and testifying witness in
`Case No. 8:14-cv-341 (C. D. CA).
`
`
`2016: Technical consultant and expert witness in 15-cv-
`01746-H-RBB (S. D. CA).
`
`
`2016-17: Technical consultant and expert testifying witness
`in Arbitration on SEP and licensing disputes.
`
`
`2016-17: Technical consultant and expert testifying witness
`on SEP and licensing disputes.
`
`2016-17: Technical consultant and testifying witness
`regarding US Patent disputes.
`
`
`2017-18: Expert witness for Verizon Services Corp. in Case
`No. 2:16-CV-588-WCB (E. D. TX) on US Patent disputes.
`
`2017-18: Expert and testifying witness in Case in Case
`Case No. 5:16-cv-00179-RWS (E. D. TX) on patent dispute.
`
`
`
`
`Bridges and
`Mavrakakis, LLP
`
`Sterne, Kessler,
`Goldstein & Fox
`PLLC
`
`Bramson, Plutzik,
`Mahler &Birkhaeuser
`
`Gibson, Dunn &
`Crutcher, LLP
`
`
`Quinn Emanuel
`
`
`Norton Rose
`Fulbright US LLP
`
`
`Sheppard, Mullin,
`Richter, and
`Hampton, LLP
`
`Rothwell, Figg,
`Ernest, and Manbeck,
`P.C.
`
`Mayer Brown LLP
`
`
`Sidley Austin, LLP
`
`
`
`Irell & Manella, LLP
`
`
`Venable, LLP
`
`
`Pillsbury LLP
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`Professor Zhi Ding, Ph.D.
`Printed: 12/19/18
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`Expert/Consultant Curriculum Vitae
`
`
`
`
`Expert Witness/Deposition (4 Trials and 8 Depositions)
`
`Past Client
`Bramson, Plutzik,
`Mahler &
`Birkhaeuser LLP
`
`
`Fish and Richardson
`(Representing
`Marvell)
`
`Norton, Rose,
`Fulbright, US, LLP
`
`
`
`Sheppard, Mullin,
`Richter, and
`Hampton, LLP
`
`Sidley Austin, LLP
`
`
`
`
`
`Mayer Brown LLP
`
`
`
`
`
`Venable LLP
`
`
`
`Pillsbury LLP
`
`
`
`Recent IPR Outcomes
`
`
`Past Services
`2013: Deposition on Case No. CV 12-05240 PJH
`Nad Karim v. Hewlett Packard, Co.
`UNITED STATES NORTHERN DISTRICT COURT OF
`CALIFORNIA. Settlement ordered Jan. 18, 2017.
`
`2015 (Feb. & August): 2 Depositions for Marvell.
`US PTAB Inter Partes Review IPR2014-00548
`Marvell Semiconductor, Inc. v. Intellectual Ventures I LLC
`
`2016 (April): Deposition for
`US PTAB Inter Partes Review IPR2015-10577, IPR2015-
`10580, IPR2015-10581, IPR2015-10581.
`Qualcomm Inc. v Bandspeed Inc.
`
`2016 (May): Deposition for TCL in
`TCL Communication Technology Holdings, LTD., et al. v.
`Ericsson, et al., Case No. 8:14-cv-341 (C. D. CA).
`2017 (Feb): Testified at C.D. California bench trial.
` 2016 (December): Testified at trial involving
`Huawei Technologies, Co. Ltd v. Samsung
`Regarding FRAND licensing disputes in Shenzhen Court, P.R.
`China.
`
`2018 (June): Deposition.
`
`2017 (January): Testified during tribunal proceeding for
`LG Electronics, Inc. in standard essential patent (SEP) licensing
`dispute of
`Nokia Technologies, Ltd. v. LG Electronics, Inc.
`During arbitration hearing in Paris, France.
`
`2017 (October): Deposition as expert witness for Verizon
`Services Corp. in Case No. 2:16-CV-588-WCB (E. D. TX) on
`US Patent disputes.
`
`2018 (Feb): Deposition (Case No. 5:16-cv-00179-RWS)
`2018 (June): Testified at E. D. Texas (Texarkana) jury trial
`(Case No. 5:16-cv-00179-RWS).
`
`
`IPR2015-00314 Expert Declaration to the Patent Trial and
`Appeal Board with link to Final PTAB Decision
`
`Professor Zhi Ding, Ph.D.
`Printed: 12/19/18
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`Expert/Consultant Curriculum Vitae
`
`IPR2015-00315 Expert Declaration and Supplemental Expert
`Declaration to the Patent Trial and Appeal Board with link
`to PTAB Trial Decision.
`
`IPR2015-00531 Expert Declaration to the Patent Trial and
`Appeal Board with link to PTAB Trial Decision.
`
`IPR2015-01580 Expert Declaration to the Patent Trial and
`Appeal Board with link to PTAB Trial Decision.
`
`IPR2015-01582 Expert Declaration to the Patent Trial and
`Appeal Board and link to PTAB Decision on Institution of IPR
`and Grant of Motion for Joinder with ITR2015-00531.
`
`IPR2016-00620 Expert Declaration to the Patent Trial and
`Appeal Board with
`link
`to PTAB decision
`to
`institute
`and link to Final PTAB decision finding all but 2 dependent
`claims invalid .
`
`University of California at Davis
`2000
`Present Davis, CA
`Position: Professor, Department of Electrical and Computer Engineering
`
`
`
`01/1999 University of Iowa
`09/2000
`Iowa City, IA
`Position: Assoc. Professor, Department of Electrical and Computer Engineering
`
`
`
`IPR2016-00623 Expert Declaration to the Patent Trial and
`Appeal Board with link to PTAB decision.
`
`Employment History
`
`From:
`To:
`
`
`
`From:
`To:
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`
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`From:
`To:
`
`
`01/1997 Hong Kong University of Science and Technology
`12/1997 Hong Kong
`Position: Visiting Associate Professor, Department of Electrical and Electronic
`Engineering
`
`
`
`
`09/1995 Auburn University
`12/1998 Auburn, AL
`Position: 09/1995-12/1998: Associate Professor, Department of Electrical and
`Computer Engineering
`09/1990-08/1995: Assistant Professor, Department of Electrical and
`Computer Engineering
`
`
`
`
`
`From:
`To:
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`
`
`Professor Zhi Ding, Ph.D.
`Printed: 12/19/18
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`From:
`To:
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`Expert/Consultant Curriculum Vitae
`
`08/1993 Australian National University
`09/1993 Canberra, Australia
`Position: Visiting Research Fellow, Faculty of Information Technology and
`Engineering
`
`
`
`
`06/1993 US Air Force Wright Laboratory
`08/1993 Eglin AFB, Florida
`Position: Faculty Research Associate, Armament Directorate
`
`
`
`
`
`From:
`To:
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`
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`From:
`To:
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`
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`From:
`To:
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`
`
`From:
`To:
`
`
`
`
`Trial Case Outcomes:
`
`(1) Plaintiff expert in Karim v. Hewlett-Packard Co., Case No. 4:12-cv-05240, in the U.S.
`District Court for the Northern District of California. Settlement 2017.
`
`(2) Expert for TCL in TCL Communication Tech. Holdings, Ltd v. Telefonaktienbolaget
`LM Ericsson et al., Case No. 8:14-CV-00341 JVS-DFMx and Case No. 2:15-CV-02370
`JVS-DFMx, in the US District Court for the Northern District of California. Prevailing
`parties: TCL. Helped TCL win a favorable license rate in the first FRAND judgment in
`US Court.
`
`(3) Expert for Huawei in Huawei Tech. Ltd. v. Samsung et al., Case No. SZ816-093 and
`Case No. SZ840-031 in the Middle Court of Shenzhen, China. Prevailing party: Huawei
`Technologies, Ltd. Helped Huawei win in the first FRAND judgment in Chinese Court.
`
`
`Patents (Granted and/or Licensed)
`
`Patent Number Date Issued
`
`06/1992 NASA Lewis Research Center
`08/1992 Cleveland, OH
`Position: Visiting Faculty Research Fellow
`
`
`
`08/1987 Cornell University
`08/1990
`Ithaca, NY
`Position: Research Assistant
`
`
`
`09/1984 University of Toroto
`08/1987 Toronto, Ontario, Canada
`Position: Research Assistant
`
`
`
`Title
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`Professor Zhi Ding, Ph.D.
`Printed: 12/19/18
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`Expert/Consultant Curriculum Vitae
`
`US 6,463,099 Oct.8, 2002
`
`
`US 6,396,885 Mar.28, 2002 Co-channel interference reduction in wireless
`communications systems (Nortel)
`Blind channel equalizers and methods of blind channel
`equalization (Licensed)
`US 7,379,513 Mar. 20, 2008 Channel estimation in CDMA communications systems
`using both lower power pilot channel and higher power date
`channel
`
`Ph.D., Electrical Engineering
`Cornell University, Ithaca, NY
`MS, Electrical Engineering
`University of Toronto, Toronto, Canada
`Nanjing Institute of Technology, Nanjing, China BS, Wireless Engineering
`
`
`Education
`
`1990
`1987
`1982
`
`Publications
`
`Books & Book Chapters
`
`[1]
`
`B. P. Lathi and Z. Ding, Modern Digital and Analog Communication Systems, 4th edition,
`Oxford University Press, 2009 (in Press).
`Zhi Ding and Ye Li, Blind Equalization and Identification, Marcel Dekker, New York,
`2001.
`Z. Ding, “Chapter 7: Linear Predictive Algorithms for Blind Multichannel
`Identification,” in Signal Processing Advances in Wireless and Mobile Communications,
`Vol. I: Trends in Channel Estimation and Equalization, G. B. Giannakis, Y. Hua, P.
`Stoica, and L. Tong (Editors), Prentice Hall, 2000.
`Z. Ding, “Blind Channel Identification and Equalization using Spectral Correlation
`Measurements: Frequency Domain Analysis,” in Cyclostationarity in Communications
`and Signal Processing, William A. Gardner, Ed., pp.417-436, IEEE Press, 1993.
`Z. Ding, C. R. Johnson, Jr., and R. A. Kennedy, “Chapter 3: Global Convergence Issues
`with Linear Blind Adaptive Equalizers,” in Blind Deconvolution, Simon Haykin, Ed.,
`pp.60-120, Prentice-Hall, 1994.
`Z. Ding, “Adaptive Filters for Blind Equalization,” in IEEE DSP Handbook, Douglas B.
`Williams, Ed., pp.24.1-24.17, IEEE Press, 1998.
`Journal Papers
`
`
`[2]
`
`[3]
`
`[4]
`
`[5]
`
`[6]
`
`[1]
`
`[2]
`
`
`X. Ling, J. Wang, Z. Ding, C. Zhao and X. Gao, ``Efficient OFDMA for LiFi Downlink,'' Journal
`of Lightwave Technology, vol. 36, no. 10, pp. 1928-1943, 15 May 2018. doi:
`10.1109/JLT.2018.2796120
`
`C. Jiang, W. Wu, and Z. Ding, ``LTE Multimedia Broadcast Multicast Service Provisioning Based
`on Robust Header Compression,'' IEEE Transactions on Wireless Communications, vol. 17, no. 2,
`pp. 1161-1172, Feb. 2018. doi: 10.1109/TWC.2017.2776906
`
`
`Professor Zhi Ding, Ph.D.
`Printed: 12/19/18
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`Expert/Consultant Curriculum Vitae
`
`X. Ling, J. Wang, X. Liang, Z. Ding, C. Zhao, and X. Gao ``Biased Multi-LED Beamforming for
`Multicarrier Visible Light Communications,'' IEEE Journal on Selected Areas in Communications,
`vol. 36, no. 1, pp.106-120, Jan. 2018. doi: 10.1109/JSAC.2017.2774539
`
`X. Liang, Z. Ding and C. Xiao, ``On Linear Precoding of Non-Regenerative MIMO Relay
`Networks For Finite-Alphabet Source," IEEE Transactions on Vehicular Technology, vol. 66, no.
`11, pp. 9761-9775, Nov. 2017. doi: 10.1109/TVT.2017.2717925
`
`X. Liang; M. Yuan; J. Wang; Z. Ding; M. Jiang; C. Zhao, ``Constellation Design Enhancement for
`Color-Shift Keying Modulation of Quadrichromatic LEDs in Visible Light
`Communications,'' Journal of Lightwave Technology, vol.15, no.17, pp.3650-3663, September
`2017. doi: 10.1109/JLT.2017.2720579
`
`L. Jing, C. He, J. Huang and Z. Ding, ``Energy Management and Power Allocation for
`Underwater Acoustic Sensor Network,''IEEE Sensors Journal, vol. 11, no. 11, pp. 1789-1796,
`August 2017. doi: 10.1109/JSEN.2017.2737229
`
`
`[7] W. Wu and Z. Ding, ``On Efficient Packet-Switched Wireless Networking: A Markovian
`Approach to Trans-layer Design and Optimization of ROHC," in IEEE Transactions on Wireless
`Communications , vol.16, no.7, pp.4232-4245, July 2017. doi: 10.1109/TWC.2017.2694840
`
`[8] W. Wu, H. Mittelmann, and Z. Ding, ``Modulation Design for MIMO-CoMP HARQ," IEEE
`Communications Letters, vol.21, no.2, pp.290-293, Feb. 2017. doi: 10.1109/LCOMM.2016.2618796
`
`Lianyou Jing, C. He, Jian-guo Huang, and Z. Ding, ``Joint Channel Estimation and Detection
`Using MCMC Method over Sparse Underwater Acoustic Channels''. IET Communications, May
`2017. doi: 10.1049/iet-com.2016.1339
`
`
`[3]
`
`
`[4]
`
`
`
`[5]
`
`
`[6]
`
`[9]
`
`
`
`[10]
`
`L. Jing, H. Wang, C. He and Z. Ding, ``Spatial CCK Modulation and Iterative Detection over
`Frequency-Selective Fading Channels,'' IEEE Wireless Communications Letters, vol.6, no.4,
`pp.506-509, June 2017. doi: 10.1109/LWC.2017.2709315
`
`
`[11] Hesham Elmaghraby and Zhi Ding, ``Scheduling and Power Allocation for Hybrid Access
`Cognitive Femtocells,'' IEEE Transactions on Wireless Communications vol.16, No.4, pp. 2520-
`2533, April 2017.
`
`
`
`[12]
`
`Chen Sun, Xiqi Gao, and Zhi Ding. ``BDMA in Multi-Cell Massive MIMO Communications:
`Power Allocation Algorithms'', IEEE Transactions on Signal Processing, vol. 65, No. 11, pp.
`2962-74, June 2017.
`
`
`[13] Dongrun Qin and Zhi Ding, ``Transport capacity analysis of wireless in-band full duplex ad hoc
`networks.'' IEEE Transactions on Communications, vol. 65, no. 3, pp.1303-18, March 2017. doi:
`10.1109/TCOMM.2016.2640278
`
`
`[14] Qimei Chen, Guanding Yu, Hesham M. Elmaghraby, Jyri Hamalainen, Zhi Ding, ``Embedding
`LTE-U within Wi-Fi Bands for Spectrum Efficiency Improvement'', IEEE Network, Vol.31, No. 2,
`pp. 72-79, March 2017.
`
`
`[15] K. Wang; Z. Ding, ``FEC Code Anchored Robust Design of Massive MIMO Receivers," in IEEE
`Transactions on Wireless Communications, vol.15, no.12, pp.8223-8235, 2016, doi:
`10.1109/TWC.2016.2613516
`
`Professor Zhi Ding, Ph.D.
`Printed: 12/19/18
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`Expert/Consultant Curriculum Vitae
`
`[17]
`
`
`[16] Q. Chen, G. Yu and Z. Ding, ``Optimizing Unlicensed Spectrum Sharing for LTE-U and WiFi
`Network Coexistence," in IEEE Journal on Selected Areas in Communications, vol. 34, no. 10, pp.
`2562-2574, Oct. 2016. doi: 10.1109/JSAC.2016.2604998
`Z. Zheng; J. Hamalainen; Z. Ding, ``On the sum rate of fair resource allocation with selective
`feedback," in IEEE Transactions on Wireless Communications, vol.15, no.8, pp.5193 - 5205, doi:
`10.1109/TWC.2016.2554579
`[18] D. Qin and Z. Ding, ``Exploiting Multi-Antenna Non-Reciprocal Channels for Shared Secret Key
`Generation,"in IEEE Transactions on Information Forensics and Security, vol. 11, no. 12, pp.
`2693-2705, Dec. 2016. doi: 10.1109/TIFS.2016.2594143
`[19] Han, Huy-Dung, Zhi Ding, and Muhammad Zia. ``A Convex Relaxation Approach to Higher-
`Order Statistical Approaches to Signal Recovery." IEEE Transactions on Vehicular Technology,
`vol.PP, no.99, pp.1-1 doi: 10.1109/TVT.2016.2542108
`[20] H. Wang; C. Zhu; Z. Ding, ``Femtocell Power Control for Interference Management Based on
`Macro-Layer Feedback," IEEE Transactions on Vehicular Technology, vol.64, no.6, pp.5222-
`5236 July 2016. doi: 10.1109/TVT.2015.2463718
`[21] W. Wu, H. Mittelmann, and Z. Ding, ``Modulation Design for Two-Way Amplify-and-Forward
`Relay HARQ," IEEE Wireless Communications Letters, vol.5, no.3, pp.244-247, June 2016. doi:
`10.1109/LWC.2016.2530659
`[22] K. Wang; Z. Ding, ``Diversity Integration in Hybrid-ARQ with Chase Combining under Partial
`CSI," in IEEE Transactions on Communications, vol.64, no.6, pp.2647-2659, June 2016. doi:
`10.1109/TCOMM.2016.2553664
`[23] Xintong Ling, J. Wang, X. Liang, Z. Ding, C. Zhao, Offset and power optimization for DCO-
`OFDM in visible light communication systems,'' IEEE Transactions on Signal Processing, 64(2),
`349-363, 2016.
`[24] H. Tang and Z. Ding, ``Mixed Mode Transmission and Resource Allocation for D2D
`Communication," IEEE Transactions on Wireless Communications, vol. 15, no. 1, pp. 162-175,
`Jan. 2016. doi: 10.1109/TWC.2015.2468725
`[25] X. Ling, J. Wang, X. Liang, Z. Ding and C. Zhao, ``Offset and Power Optimization for DCO-
`OFDM in Visible Light Communication Systems," IEEE Transactions on Signal Processing, vol.
`64, no. 2, pp. 349-363, Jan.15, 2016. doi: 10.1109/TSP.2015.2477799
`[26] H. Wang, J. Wang and Z. Ding, ``Distributed Power Control in a Two-Tier Heterogeneous
`Network," IEEE Transactions on Wireless Communications, vol. 14, no. 12, pp. 6509-6523, Dec.
`2015. doi: 10.1109/TWC.2015.2456055
`Bi, Suzhi, Rui Zhang, Zhi Ding, and Shuguang Cui. ``Wireless communications in the era of big
`data." IEEE Communications Magazine, vol. 53, no. 10, pp. 190-199, October 2015. doi:
`10.1109/MCOM.2015.7295483
`[28] Michal Cierny, Zhi Ding, and Risto Wichman. ``Higher Rank Interference Effect on Weak
`Beamforming or OSTBC Terminals." IEEE Transactions on Wireless Communications, vol. 14,
`no. 9, pp. 4948-4957, Sept. 2015. doi: 10.1109/TWC.2015.2429648
`[29] Haile, B.B.; Dowhuszko, A.A.; Hamalainen, J.; Wichman, R.; Ding, Z., ``On Performance Loss of
`Some CoMP Techniques Under Channel Power Imbalance and Limited Feedback,'', IEEE
`Transactions on Wireless Communications, vol.14, no.8, pp.4469-4481, Aug. 2015. doi:
`10.1109/TWC.2015.2421898
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`[27]
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`Professor Zhi Ding, Ph.D.
`Printed: 12/19/18
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`Expert/Consultant Curriculum Vitae
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`
`[30] Kun Wang, Hong Shen, Wenhao Wu, and Zhi Ding, Joint Detection and Decoding in LDPC-
`Based Space-Time Coded MIMO-OFDM Systems via Linear Programming" IEEE Transactions
`on Signal Processing, 63. 3411-3424. 2015. doi: 10.1109/TSP.2015.2422681
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`[31]
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`[32]
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`[33]
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`[34]
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`[35]
`
`Elsherif, A.R.; Wei-Peng Chen; Ito, A.; Zhi Ding, ``Resource Allocation and Inter-Cell
`Interference Management for Dual-Access Small Cells," IEEE Journal on Selected Areas in
`Communications, vol.33, no.6, pp.1082-1096, June 2015. doi: 10.1109/JSAC.2015.2416990
`
`Elsherif, A.R.; Chen, Wei-Peng; Ito, A.; Z. Ding, ``Adaptive resource allocation for interference
`management in small cell networks," IEEE Transactions on Communications, vol.63, no.6,
`pp.2107-2125, June 2015. doi: 10.1109/TCOMM.2015.2420676
`
`Sun, C.; Gao, X.; Jin, S.; Matthaiou, M.; Ding, Z.; Xiao, C., ``Beam Division Multiple Access
`Transmission for Massive MIMO Communications," IEEE Transactions on Communications,''
`vol.63, no.6, pp.2170-2184, 2015. doi: 10.1109/TCOMM.2015.2425882
`
`Sam Siu, Qing Ji, Wenhao Wu, Gangbing Song, and Zhi Ding, ``Stress wave communication in
`concrete: I. Characterization of a smart aggregate based concrete channel,'' Smart Materials and
`Structures, 23(12): 125030, Dec. 2014.
`
`Sam Siu, Qing Ji, Wenhao Wu, Gangbing Song, and Zhi Ding. ``Stress wave communication in
`concrete: II. Evaluation of low voltage concrete stress wave communications utilizing spectrally
`efficient modulation schemes with PZT transducers,'' Smart Materials and Structures, 23(12):
`125031, Dec. 2014.
`
`
`[36] Wang, Haining, and Zhi Ding, ``Power Control and Resource Allocation for Outage Balancing in
`Femtocell Networks," IEEE Transactions on Wireless Communications, 14, no. 4 (2015): 2043-
`2057. doi: 10.1109/TWC.2014.2379282
`
`
`[37] Wu, Wenhao, Kun Wang, Weiliang Zeng, Zhi Ding, and Chengshan Xiao, ``"Cooperative Multi-
`Cell MIMO Downlink Precoding With Finite-Alphabet Inputs," IEEE Transactions on
`Communications, vol. 63, no. 3 (2015): 766-779. doi: 10.1109/TCOMM.2015.2388584
`
`
`[38] Huan Tang, Zhi Ding, and B. C. Levy, ``Enabling D2D Communications Through Neighbor
`Discovery in LTE Cellular Networks,'' IEEE Transactions on Signal Processing, vol.62, no.19,
`pp.5157-5170, Oct.1, 2014. doi: 10.1109/TSP.2014.2348950
`
`[40]
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`[41]
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`
`[39] Haining Wang; Zhi Ding, ``Macrocell-Queue-Stabilization-Based Power Control of Femtocell
`Networks," IEEE Transactions on Wireless Communications, vol.13, no.9, pp.5223-5236, Sept.
`2014
`Zia, M.; Ding, Z., ``Bandwidth Efficient Variable Rate HARQ Under Orthogonal Space-Time
`Block Codes,'' IEEE Transactions on Signal Processing, vol.62, no.13, pp.3360-3370, July 2014
`doi: 10.1109/TSP.2014.2327580
`Binbin Guan; Djordjevic, S.S.; Fontaine, N.K.; Linjie Zhou; Ibrahim, S.; Scott, R.P.; Geisler, D.J.;
`Zhi Ding; Ben Yoo, S.J., "CMOS Compatible Reconfigurable Silicon Photonic Lattice Filters
`Using Cascaded Unit Cells for RF-Photonic Processing,'' IEEE Journal of Selected Topics in
`Quantum Electronics, vol.20, no.4, pp.1,10, July-Aug. 2014 doi: 10.1109/JSTQE.2013.2296233
`[42] Hong Shen; Zhi Ding; Dasgupta, S.; Chunming Zhao, "Multiple Source Localization in Wireless
`Sensor Networks Based on Time of Arrival Measurement,''IEEE Transactions on Signal
`Processing, vol.62, no.8, pp.1938-1949, April 15, 2014 doi: 10.1109/TSP.2014.2304433
`
`Professor Zhi Ding, Ph.D.
`Printed: 12/19/18
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`Page 10
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`IPR2020-00038
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`Expert/Consultant Curriculum Vitae
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`[44]
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`[45]
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`[47]
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`[48]
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`[50]
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`
`[43] Dongrun Qin; Zhi Ding; Dasgupta, S., "On Forward Channel Estimation for MIMO Precoding in
`Cooperative Relay Wireless Transmission Systems," IEEE Transactions on Signal Processing,
`vol.62, no.5, pp.1265-1278, March 2014 doi: 10.1109/TSP.2013.2296880
`Elsherif, A.R.; Zhi Ding; Xin Liu, "Dynamic MIMO Precoding for Femtocell Interference
`Mitigation," IEEE Transactions on Communications, vol.62, no.2, pp.648-666, February 2014 doi:
`10.1109/TCOMM.2013.122913.130062
`Tseng, Po-Hsuan, Zhi Ding, and Kai-Ten Feng. "Cooperative Self-Navigation in a Mixed LOS
`and NLOS Environment'', IEEE Transactions on Mobile Computing, 13, no. 2 (2014): 350-363.
`doi: 10.1109/TMC.2013.6
`[46] Ahmed R. Elsherif, Zhi Ding, Xin Liu, and Jyri Hamalainen, ``Resource Allocation in Two-Tier
`Heterogeneous Networks through Enhanced Shadow Chasing,'' IEEE Transactions on Wireless
`Communications, vol. 12, no.12, pp. 6439-6453, Dec. 2013.
`doi:10.1109/TWC.2013.101813.130732
`Enyang Xu, Z.Ding, and S. Dasgupta, ``Target tracking and mobile sensor navigation in wireless
`sensor networks''. IEEE Transactions on Mobile Computing, 12(1):177-186. 2013. doi:
`10.1109/TMC.2011.262
`Jacklin, Neil, and Zhi Ding. "A linear programming based tone injection algorithm for papr
`reduction of OFDM and linearly precoded systems'', IEEE Transactions on Circuits and Systems I:
`Regular Papers, vol. 60, no. 7 (2013): 1937-1945. doi: 10.1109/TCSI.2012.2230505
`[49] M. Cierny, Haining Wang, R. Wichman, Zhi Ding, and C. Wijting, ``On Number of Almost Blank
`Subframes in Heterogeneous Cellular Networks,'' IEEE Transactions on Wireless
`Communications, vol.12, no.10, pp.5061-5073, October 2013.
`Zhe Jiang; Haiyan Wang; Zhi Ding, ``A Bayesian Algorithm for Joint Symbol Timing
`Synchronization and Channel Estimation in Two-Way Relay Networks,"IEEE Transactions on
`Communications, vol.61, no.10, pp.4271-4283, October 2013.
`doi:10.1109/TCOMM.2013.082813.110691
`[51] Yongpeng Wu; Chengshan Xiao; Xiqi Gao; Matyjas, J.D.; Zhi Ding, "Linear Precoder Design for
`MIMO Interference Channels with Finite-Alphabet Signaling,'' IEEE Transactions on
`Communications, vol.61, no.9, pp.3766-3780, September 2013. doi:
`10.1109/TCOMM.2013.072213.130132
`[52] Xiao Liang; Chun-Ming Zhao; Zhi Ding, ""Piggyback Retransmissions over Wireless MIMO
`Channels: Shared Hybrid-ARQ (SHARQ) for Bandwidth Efficiency," IEEE Transactions on
`Wireless Communications, vol.12, no.8, pp.3770,3782, August 2013. doi:
`10.1109/TWC.2013.051313.121098
`[53] Kun-Yu Wang, Neil Jacklin, Zhi Ding, and Chong-Yung Chi, ``Robust MISO Transmit
`Optimization under Outage-Based QoS Constraints in Two-Tier Heterogeneous Networks,'' IEEE
`Transactions on Wireless Communications, 12 (4):1883-1897, April 2013. doi:
`10.1109/TWC.2013.022013.121111
`Enyang Xu, Zhi Ding, and S. Dasgupta, ``Target Tracking and Mobile Sensor Navigation in
`Wireless Sensor Networks'', IEEE Transactions on Mobile Computing, 12(1):177 - 186, Jan. 2013.
`F. E. Lapiccirella, X. Liu, and Z. Ding, ``Distributed Control of Multiple Cognitive Radio Overlay
`for Primary Queue Stability'', IEEE Transactions on Wireless Communications, 12(1):112-122,
`January 2013. doi:10.1109/TWC.2012.121112.111783
`Shafi, A. Bashar, Zhi Ding, and Chengshan Xiao, ``On Secrecy Rate Analysis of MIMO Wiretap
`
`[54]
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`[55]
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`[56]
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`Professor Zhi Ding, Ph.D.
`Printed: 12/19/18
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`Expert/Consultant Curriculum Vitae
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`[61]
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`[63]
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`[64]
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`[65]
`
`Channels Driven by Finite-Alphabet Input,'' IEEE TRANSACTIONS ON COMMUNICATIONS,
`60 (12):3816-3825, Dec. 2012.
`[57] Huy-Dung Han and Z. Ding, ``Steepest descent algorithm implementation for multichannel blind
`signal recovery'', IET Communications, 6(18):3196-3203, December 2012.
`[58] Y. Wu, C. Xiao and Z. Ding, X. Gao, and S. Jin, ``LINEAR PRECODING FOR FINITE-
`ALPHABET SIGNALING OVER MIMOME WIRETAP CHANNELS,'' IEEE Transactions on
`Vehicular Technology, 61(6): 2599-2612, 2012
`[59] Y. Wu, M. Wang, C. Xiao, Z. Ding, X.-Q. Gao ``Linear Precoding for MIMO Broadcast Channels
`With Finite-Alphabet Constraints'', IEEE Transactions on Wireless Communications, 11(8): 2906
`- 2920, August 2012
`[60] Neil Jacklin, Zhi Ding, Wei Chen, Chunqi Chang, ``Noniterative Convex Optimization Methods
`for Network Component Analysis'' IEEE/ACM Transactions on Computational Biology and
`Bioinformatics, 9(5):1472-1481, Sept.-Oct. 2012
`F.~E. Lapiccirella, Z. Ding, and X. Liu, ``Cognitive Spectrum Access Control Based on Intrinsic
`Primary ARQ Information'', IET Communications, 6(8):900-908, August 2012.
`[62] X. Liang, Z. Ding and C. Xiao, ``OPTIMIZED POWER ALLOCATION FOR PACKET
`RETRANSMISSIONS OF NON-GAUSSIAN INPUTS THROUGH SEQUENTIAL AWGN
`CHANNELS'', IEEE Transactions on Communications, 60(7): 1889-1902, 2012.
`T. Miyajima and Zhi Ding, ``Subcarrier Nulling Algorithms for Channel Shortening in Uplink
`OFDMA Systems,'' IEEE Transactions on Signal Processing, vol.60, no.5, pp.2374-2385, May
`2012.
`C. Xiao, Y. R. Zheng, and Z. Ding, ``Globally optimal linear precoders for finite alphabet signals
`over complex vector Gaussian channels,'' IEEE Trans. Signal Process., vol.59, pp.3301-3314, July
`2011.
`Li Zhang, Shu Lin, K. Abdel-Ghaffar, Zhi Ding, and Bo Zhou, ``Quasi-Cyclic LDPC Codes on
`Cyclic Subgroups of Finite Fields'' , IEEE Transactions on Communications, 59(9):2330-2336,
`Sept. 2011
`Z. Muhammad, and Z. Ding, ``Blind Multiuser Detection for Synchronous High Rate Space-Time
`Block Coded Transmission'', IEEE Transactions on Wireless Communications, Issue: 99, July
`2011, Page(s): 2171 - 2185.
`S. Bashar, Z. Ding, C. Xiao, ``On the Secrecy Rate of Multi-Antenna Wiretap Channel under
`Finite-Alphabet Input", IEEE Communications Letters, Vol. 15, No. 5, 2011, Page(s): 527-529.
`[68] Xiao Liang, Chunming Zhao, and Zhi Ding, ``Sequential Linear MIMO Precoder Optimization for
`Hybrid ARQ Retransmission of QAM Signals'', IEEE Communications Letters, 15(9): 913 - 915,
`September 2011.
`Enyang Xu; Zhi Ding; Dasgupta, S.; ``Source Localization in Wireless Sensor Networks From
`Signal Time-of-Arrival Measurements'', IEEE Transactions on Signal Processing, Volume: 59 ,
`Issue: 6, June 2011, Page(s): 2887 - 2897
`S. Bashar, Z. Ding, and (G.) Y. Li, `` On Secrecy of Codebook-Based Transmission Beamforming
`under Receiver Limited Feedback,'' IEEE Transactions on Wireless Communications, Volume:
`10 , Issue: 4, April 2011 , Page(s): 1212 - 1223
`Senhua Huang, Xin Liu, and Zhi Ding; ``Decentralized Cognitive Radio Control Based on
`Inference from Primary Link Control Information'', IEEE Journal on Selected Areas in
`
`[66]
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`[67]
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`[69]
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`[70]
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`[71]
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`Professor Zhi Ding, Ph.D.
`Printed: 12/19/18
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`Page 12
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`Expert/Consultant Curriculum Vitae
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`[72]
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`[74]
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`[75]
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`[77]
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`[78]
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`[80]
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`[82]
`
`Communications, Volume: 29 Issue:2, February 2011; page(s): 394 - 406.
`Enyang Xu, Zhi Ding, Soura Dasgupta, ``Reduced Complexity Semidefinite Relaxation
`Algorithms for Source Localization based on Time Difference of Arrival," IEEE Transactions on
`Mobile Computing, vol. 99, no. 9, 2011.
`[73] Djordjevic, S.S.; Luo, L.W.; Ibrahim, S.; Fontaine, N.K.; Poitras, C.B.; Guan, B.; Zhou, L.;
`Okamoto, K.; Ding, Z.; Lipson, M.; Yoo, S.J.B.; ``Fully Reconfigurable Silicon Photonic Lattice
`Filters With Four Cascaded Unit Cells,'' IEEE Photonics Technology Letters, vol.23, no.1, pp.42-
`44, Jan.1, 2011
`Z. Shi, W. Xu, S. Jin, C. Zhao, and Z. Ding, ``On Wireless Downlink Scheduling of MIMO
`Systems With Homogeneous Users'' IEEE Transactions on Information Theory, Volume 56, July
`2010. page(s): 3367 - 3378.
`S. Song, S. Lin, K. Abdel-Ghaffar, Z. Ding, W.H. Fong, M.P.C. Fossorier, ``Burst Decoding of
`Cyclic Codes Based on Circulant Parity-Check Matrices,'' IEEE Transactions on Information
`Theory, Volume 56, March 2010. page(s): 1038 - 1047.
`[76] M. Muhammad and Z. Ding, ``A Linear Programming Receiver for Blind Detection of Full Rate
`Space-Time Block Codes'' IEEE Transactions on Signal Processing, Volume: Issue: 99, Nov.
`2010.
`S. Huang, X. Liu, and Z. Ding, ``Optimal Transmission Strategies for Dynamic Spectrum Access
`in Cognitive Radio Networks,'' IEEE Tra