Expert/Consultant Curriculum Vitae
`
`Professor Zhi Ding
`
`Ph.D. and Fellow of IEEE
`
`Expertise
`§ Wireless Communication Systems
`§ Cellular Wireless (2G, 3G, 4G, 5G)
`§ Communication Network Protocols
`§ Multi-Antenna Technologies
`
`Professional Summary
`
`§ WLAN (WiFi, Bluetooth)
`xDSL Internet Services
`§
`§ DOCSIS Modems
`§ Optical Networks
`
`• Professor of major US universities for over 30 years.
`• Consulted for multiple major technology companies
`• Worked as expert on multiple patent
`infringement cases.
`•
`• Conducted research works on Communications and Signal Processing for
`over 30 years.
`• Supervised over 30 PhD students.
`• Author of more than 200 journal papers and 2 books on communication
`technologies.
`
`Dr. Zhi Ding has been a professor of electrical engineering at major US universities for 30 years.
`Since 1995, he has consulted for both engineering companies such as Nortel, Analog Devices, Intel,
`and worked as expert for major law firms from US, UK, China, and Canada including 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 30 PhD students. He is an author of 200 journal papers and 2 technical books on
`communication technologies. He has taught classes that cover the fundamentals of signal detection,
`communications, and systems.
`
`Dr. Ding currently holds the position of Distinguished Professor at the University of California,
`where he was appointed as the Child Family Professor of Engineering and 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.
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`Page 1
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`APPLE 1004
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`Expert/Consultant Curriculum Vitae
`
`
`
`
`Intellectual Property Dispute Consulting:
`Past Client
`Past Engagement
`Kirkland & Ellis LLP
`2007-2015 (more than 10 engagements)
`Wilmer Cutler Pickering Hale, and Dorr,
`2009-2020 (multiple engagements)
`LLP
`
`Fish and Richardson, LLP
`2014-15, 2019-21 (multiple engagements
`including Samsung, Dish, Huawei,
`Quectel, LG, etc.)
`
`2008-2009
`
`Kaye Scholer LLP
`
`Bridges and Mavrakakis, LLP
`
`Sterne, Kessler, Goldstein & Fox, LLC
`
`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
`
`Finnegan, Henderson, Farabow, Garrett &
`Dunner, L.L.P
`
`Venable, LLP
`
`Pillsbury LLP
`
`Alston, Bird, LLP
`
`2011-2014 (multiple engagements
`including Apple)
`2013-19 (multiple engagtements including
`Volkswagen)
`2013
`
`2014
`
`2014
`
`2014
`
`2015-2021 (multiple engagements
`including Toyota, HTC, TCL, Continental)
`2016
`
`2015-17
`
`2015-19
`
`2016
`2017
`
`2017-18
`2017-19
`
`2018
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`Expert/Consultant Curriculum Vitae
`
`
`
`
`Gibson, Dunn & Crutcher, LLP
`
`Jincheng Tongda & Neal (China)
`
`Desmaris, LLP
`
`Allen & Overy, LLP, UK
`
`Gowling WLG, Canada
`
`Erise IP
`
`Questel (China)
`
`Munger Tolles & Olson, LLP (Tesla)
`
`
`Saikrishna & Associates (India)
`
`
`2018-19
`
`2019-21
`2019
`2019-20
`
`2019
`
`2019-20
`
`2020
`
`2021
`
`
`2021
`
`
`
`
`Expert Testifying and Depositions (7 Trials and 10 Depositions)
`
`
`Clients
`Bramson, Plutzik,
`Mahler &
`Birkhaeuser LLP
`
`Fish and Richardson
`(Representing
`Marvell)
`
`Norton, Rose,
`Fulbright, US, LLP
`
`Sheppard, Mullin,
`Richter, and
`Hampton, LLP
`
`Deposition/Testifying Experience
`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): Deposition for Marvell.
`US PTAB Inter Partes Review IPR2014-00548
`Marvell Semiconductor, Inc. v. Intellectual Ventures I LLC
`
`2015 (August): Depositios for Marvell.
`US PTAB Inter Partes Review IPR2014-00548
`Marvell Semiconductor, Inc. v. Intellectual Ventures I LLC
`2016 (April): Deposition for Qualcomm.
`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.
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`Expert/Consultant Curriculum Vitae
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`
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`Sidley Austin, LLP
`
`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 for N.D. CA on Huawei Technologies,
`Co. Ltd v. Samsung.
`
`involving Huawei
`trial
` Testified at
`2018 (December):
`Technologies, Co. Ltd v. Samsung regarding FRAND licensing
`disputes in Beijing Court of Intellectual Properties, P.R. China.
`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).
`
`2019 (April) Testified at trial involving Huawei Technologies,
`Co. Ltd v. Conversant regarding FRAND licensing disputes in
`Nanjing Intermediate Court, P.R. China.
`
`2019 (Sept.) Testified at trial involving Huawei Technologies,
`Co. Ltd v. PanOptics, regarding FRAND licensing disputes in
`Shenzhen Intermediate Court, P.R. China.
`2019 (Dec. 3rd): Deposition for HTC and Apple in
`HTC Corporation, HTC America, Inc., and Apple Inc. v. INVT
`SPE LLC, Case Nos. IPR2018-01555 and IPR2018-01581.
`
`2020 (Feb.): Deposition for Volkswagen Group of America, In.
`v. Carucel Investments, L.P. Case Nos. IPR2019-01573 and
`IPR2019-01101.
`
`2021 (June) Testified at trial involving TCL. v. Ericsoon,
`regarding FRAND licensing disputes in Shenzhen Intermediate
`Court, P.R. China.
`
`2021 (October ): Deposition for Canon, Inc, in Canon, v.
`WSOU Investments, LLC d/b/a/ Brazos Licensing, W.D. Texas,
`Case No. 6:20-cv-980.
`
`Mayer Brown LLP
`
`Venable LLP
`
`Pillsbury LLP
`
`Allen & Overy LLP
`UK
`
`Sidley Austin LLP, US
`
`
`Sheppard, Mullin,
`Richter, and
`Hampton, LLP
`
`Sterne, Kessler,
`Goldstein & Fox,
`LLC
`
`Jincheng Tongda &
`Neal, LLP
`
`Orrick, Herrington, &
`Sutcliffe, LLP
`
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`Expert/Consultant Curriculum Vitae
`
`Fish & Richardson,
`P.C.
`
`2021 (November) Deposition for Quectel Wireless SOlutoins Co.
`Ltd in Quectel v. Koninklijke Philips N.V.
`
`2021 (December) Deposition for Quectel Wireless SOlutoins Co.
`Ltd in Quectel v. Koninklijke Philips N.V.
`
`Recent IPR
`Declarations
`or Outcomes
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`IPR2014-00548 Expert Declaration to the Patent Trial and
`Appeal Board, with link to Final PTAB Decision.
`
`IPR2015-00314 Expert Declaration to the Patent Trial and
`Appeal Board with link to Final PTAB Decision
`
`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 .
`
`IPR2016-00623 Expert Declaration to the Patent Trial and
`Appeal Board with link to PTAB decision.
`
`IPR2018-01555 Expert Declaration to the Patent Trial and
`Appeal Board. Instituted (2019-03-07)
`
`IPR2018-01581 Expert Declaration to the Patent Trial and
`Appeal Board. Instituted (2019-0401)
`
`IPR2019-01573 Expert Declaration to the Patent Trial and
`Appeal Board. Instituted (2020-01-22)
`
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`Expert/Consultant Curriculum Vitae
`
`IPR2019-01101 Expert Declaration to the Patent Trial and
`Appeal Board. Instituted (2019-12-02)
`
`
`
`Employment History
`
`
`
`
`From:
`To:
`
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`
`
`From:
`To:
`
`
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`From:
`To:
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`From:
`To:
`
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`From:
`To:
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`From:
`To:
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`From:
`To:
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`
`
`University of California at Davis
`2000
`Present Davis, CA
`Position: Professor (2000-2020) and Distinguished Professor (2020-), 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
`
`
`
`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
`
`
`
`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
`
`
`
`06/1992 NASA Lewis Research Center
`08/1992 Cleveland, OH
`Position: Visiting Faculty Research Fellow
`
`
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`Expert/Consultant Curriculum Vitae
`
`From:
`To:
`
`
`
`08/1987 Cornell University
`08/1990
`Ithaca, NY
`Position: Research Assistant
`
`
`
`From:
`To:
`
`
`09/1984 University of Toroto
`08/1987 Toronto, Ontario, Canada
`Position: Research Assistant
`
`
`Technical Consulting
`
`Consulted for multiple major technology companies: Analog Devices, Nortel,
`Intel, Futurewei, NEC.
`
`Patents (Granted and/or Licensed)
`
`
`US 6,463,099 Oct.8, 2002
`
`Title
`Patent Number Date Issued
`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
`US 10,623,230 Apr. 14, 2020 Trans-layer robust header-compression technique
`
`
`Education
`
`
`1990
`1987
`1982
`
`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
`
`
`Publications
`
`Books & Book Chapters
`
`[1]
`
`[2]
`
`[3]
`
`B. P. Lathi and Z. Ding, Modern Digital and Analog Communication Systems, 5th edition,
`Oxford University Press, 2018.
`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.
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`Expert/Consultant Curriculum Vitae
`
`
`[4]
`
`[5]
`
`[6]
`
`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
`
`
`
`[1]
`
`A. Jalali and Z. Ding, ``Joint Detection and Decoding of Polar Coded 5G Control Channels'', IEEE
`Transactions on Wireless Communications, 19(3), pp. 2066-2078, Mar. 2020.
`
`Yang, Kai, Yuanming Shi, Wei Yu, and Zhi Ding, ``Energy-efficient processing and robust
`wireless cooperative transmission for edge inference,'' IEEE Internet of Things Journal, accepted,
`2020. DOI: 10.1109/JIOT.2020.2979523
`
`J. Dong, Y. Shi, and Z. Ding, ``Blind Over-the-Air Computation and Data Fusion via Provable
`Wirtinger Flow'', IEEE Transactions on Signal Processing vol. 68, pp. 1136-1151, 2020. DOI:
`10.1109/TSP.2020.2970338.
`
`Y. Ma, Z. Quan, D. Li, S. Zhang, X. Li, Z. Feng, and Z. Ding, Optimal Linear Cooperation for
`Signal Classification via M-ary Hypothesis Testing in Cognitive Communication Networks, IEEE
`Transactions on Wireless Communications, 19(5), pp. 3144-3155, May 2020.
`
`S. Zhang, Z. Ding and S. Cui, ``Introducing Hypergraph Signal Processing: Theoretical
`Foundation and Practical Applications," IEEE Internet of Things Journal, , vol.7, no.1, pp. 639-
`660, Jan. 2020. doi: 10.1109/JIOT.2019.2950213
`
`Z. Jiang, X. Shen, H. Wang and Z. Ding, ``Joint PSK Data Detection and Channel Estimation
`under Frequency Selective Sparse Multipath Channels,'' in IEEE Transactions on
`Communications, doi: 10.1109/TCOMM.2020.2975172.
`
`R. Liu, Q. Chen, G. Yu, G. Y. Li and Z. Ding, ``Resource Management in LTE-U Systems: Past,
`Present, and Future,'' IEEE Open Journal of Vehicular Technology, vol. 1, pp. 1-17, 2020 DOI:
`10.1109/OJVT.2019.2949020
`
`Li, Pei-Rong, Zhi Ding, and Kai-Ten Feng, ``Enhanced Receiver Based on FEC Code Constraints
`for Uplink NOMA With Imperfect CSI.'' IEEE Transactions on Wireless Communications vol. 18,
`no. 10, pp. 4790-4802, 2019.
`
`Z. Liu, L. Zhang, and Z. Ding, ``Exploiting Bi-Directional Channel Reciprocity in Deep Learning
`for Low Rate Massive MIMO CSI Feedback'', IEEE Wireless Communications Letters, Feb. 2019.
`doi:10.1109/LWC.2019.2898662
`
`[10] K. Yang, Y. Shi and Z. Ding, ``Generalized Low-Rank Optimization for Topological Cooperation
`in Ultra-Dense Networks,'' IEEE Transactions on Wireless Communications, vol. 18, no. 5, pp.
`2539-2552, May 2019. doi: 10.1109/TWC.2019.2904570
`
`
`[2]
`
`[3]
`
`[4]
`
`[5]
`
`[6]
`
`[7]
`
`[8]
`
`[9]
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`
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`Expert/Consultant Curriculum Vitae
`
`[12]
`
`[13]
`
`[14]
`
`[15]
`
`[11] K. Yang, Y. Shi and Z. Ding, ``Data Shuffling in Wireless Distributed Computing via Low-Rank
`Optimization,'' IEEE Transactions on Signal Processing, vol. 67, no. 12, pp. 3087-3099, 15 June,
`2019. doi: 10.1109/TSP.2019.2912139
`
`S. Bi, J. Lyu, Z. Ding, and R. Zhang, R., ``Engineering Radio Maps for Wireless Resource
`Management,'' IEEE Wireless Communications, 26(2), pp.133-141, Feb. 2019.
`doi:10.1109/MWC.2019.1800146
`
`Z. Zhang, Z. Zhu, B. Bazor, S. Lee, Z. Ding and T. Pan, ``FeetBeat: A Flexible Iontronic Sensing
`Wearable Detects Pedal Pulses and Muscular Activities,'' IEEE Transactions on Biomedical
`Engineering, 2019. doi: 10.1109/TBME.2019.2900224
`
`L. Jing, H. Wang, C. He and Z. Ding, ``A Novel Spatial CCK Modulation Design for Underwater
`Acoustic Communications,'' IEEE Transactions on Vehicular Technology, vol. 68, no. 6, pp.
`6192-6196, June 2019. doi: 10.1109/TVT.2019.2912583
`
`T. Bouchoucha, C. N. Chuah, and Z. Ding, ``Topology Inference of Unknown Networks Based on
`Robust Virtual Coordinate Systems'', IEEE/ACM Transactions on Netorking, vol. 27, no. 1, pp.
`405-418, Jan. 2019. doi:10.1109/TNET.2018.2888600
`
`[16] W. Wu and Z. Ding, ``A Markovian Design of Bi-Directional Robust Header Compression for
`Efficient Packet Delivery in Wireless Networks'' IEEE Transactions on Wireless Communications,
`vol.18, no.1, pp. 20-33, Jan. 2019. doi:10.1109/TWC.2018.2875448
`
`
`[17] X. Ling, J. Wang. T. Bouchoucha, B. C. Levy, and Z. Ding, ``Blockchain Radio Access Network
`(B-RAN): Towards Decentralized Secure Radio Access Paradigm,'' IEEE Access, vol. 7, pp. 9714-
`9723, Jan. 2019. doi: 10.1109/ACCESS.2018.2890557
`
`
`[18] H. Wang, L. Jing, C. He, and Z. Ding, `` High Rate CCK Modulation Design for Bandwidth
`Efficient Link Adaptation,'' IEEE Wireless Communications Letters, , pp. 4960499, 8(2), April
`2019.
`
`
`[19] Q. Chen, G. Yu, and Z. Ding, ``Enhanced LAA for Unlicensed LTE Deployment Based on TXOP
`Contention,'' IEEE Transactions on Communications, vol. 67, no. 1, pp. 417-429, Jan. 2019. doi:
`10.1109/TCOMM.2018.2868694
`
`
`[20] Hema K. Achanta, Soura Dasgupta, Raghuraman Mudumbai, Weiyu Xu, and Zhi Ding,
```Optimum sensor placement for localization of a hazardous source under log normal shadowing,''
`Numerical Algebra, Control & Optimization, no. 3, pp. 361-382, 2019. doi:
`10.3934/naco.2019024
`
`
`[21] C. Sun, X. Gao, J. Wang, Z. Ding and X. Xia, "Beam Domain Massive MIMO for Optical
`Wireless Communications With Transmit Lens,'' IEEE Transactions on Communications, vol. 67,
`no. 3, pp. 2188-2202, March 2019. doi: 10.1109/TCOMM.2018.2883622
`
`
`[22]
`
`
`
`P. Ge, X. Liang, J. Wang, C. Zhao, X. Gao and Z. Ding, "Optical Filter Designs for Multi-Color
`Visible Light Communication'', IEEE Transactions on Communications, vol. 67, no. 3, pp. 2173-
`2187, March 2019. doi: 10.1109/TCOMM.2018.2883422
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`Expert/Consultant Curriculum Vitae
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`[23] Y. Wu, C. Xiao, Z. Ding, X. Gao, and S. Jin A Survey on MIMO Transmission With Finite Input
`Signals: Technical Challenges, Advances, and Future Trends,'' Proceedings of the IEEE, vol. 106,
`No. 10, 1779-1833, October, 2018.
`
`
`[24] Q. Wu, C. Feres, D. Kuzmenko, Z. Ding, Z. Yu, X. Liu, and Xiaoguang Liu, ``Deep learning
`based RF fingerprinting for device identification and wireless security," Electronics Letters, vol.
`54, no. 24, pp. 1405-1407, 2018. doi: 10.1049/el.2018.6404
`
`
`[25]
`
`L. Liang, S. Xie, G. Y. Li, Z. Ding and X. Yu, ``Graph-Based Resource Sharing in Vehicular
`Communication,'' IEEE Transactions on Wireless Communications, vol. 17, no. 7, pp. 4579-4592,
`July 2018. doi: 10.1109/TWC.2018.2827958
`
`
`[26] Q. Ji, Z. Ding, N. Wang, M. Pan and G. Song, ``A Novel Waveform Optimization Scheme for
`Piezoelectric Sensors Wire-Free Charging in the Tightly Insulated Environment,''> IEEE Internet
`of Things Journal, vol. 5, no. 3, pp. 1936-1946, June 2018. doi: 10.1109/JIOT.2018.2817601
`
`
`[27] 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
`
`[28] 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
`
`[29] 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
`
`
`[30] 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
`
`
`[31] 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
`
`
`[32]
`
`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
`
`
`[33] 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
`
`[34] 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
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`[35]
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`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`Expert/Consultant Curriculum Vitae
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`[36]
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`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
`
`
`[37] 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.
`
`
`[38] 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.
`
`
`[39] 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
`
`
`[40] 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.
`
`[43]
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`[41] 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
`[42] 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
`[44] 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
`[45] 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
`[46] 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
`[47] 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
`[48] 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
`[49] 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.
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`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`[50] 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
`[51] 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
`[52] 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
`[53] 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
`[54] 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
`[55] 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
`
`[56] 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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`[57]
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`[58]
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`[59]
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`[60]
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`[61]
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`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.
`
`
`[62] 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
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`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`[63] 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
`
`
`[64] 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
`
`
`[65] 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
`[67] 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
`[68] 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
`[69] 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
`[72] 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
`[75] 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
`
`[66]
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`[70]
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`[71]
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`[73]
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`[74]
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`[76]
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`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`Expert/Consultant Curriculum Vitae
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`[80]
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`[81]
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`[82]
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`Communications, vol.61, no.10, pp.4271-4283, October 2013.
`doi:10.1109/TCOMM.2013.082813.110691
`[77] 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
`[78] 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
`[79] 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
`Transacti