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
`
`" WLAN(WiFi, Bluetooth)
`=
`xDSL Internet Services
`" DOCSIS Modems
`" Optical Networks
`
`Professional Summary
`
`e Professor of major US universities for over 30 years.
`e¢ Consulted for multiple major technology companies
`e Worked as expert on multiple patent
`.
`«
`infringement cases.
`e Conducted research works on Communications and Signal Processing for
`over 30 years.
`e Supervised over 30 PhD students.
`e Author of more than 200 journal papers and 2 books on communication
`technologies.
`
`Dr. Zhi Ding has been a professorofelectrical 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 Canadaincluding 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 ofsignal 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
`
`Page |
`
`Ex. 1004
`Ex. 1004
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`

`

`Expert/Consultant Curriculum Vitae
`
`Kaye Scholer LLP
`
`
`
`2008-2009
`
`Bridges and Mavrakakis, LLP
`
`Intellectual Property Dispute Consulting:
`
`
`
`
`Past Engagement
`2007-2015 (more than 10 engagements)
`Kirkland & Ellis LLP
`
`
`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.)
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`2017-19
`
` 2018
`
`2011-2014 (multiple engagements
`including Apple)
`2013-19 (multiple engagtements including
`Volkswagen)
`Bramson, Plutzik, Mahler & Birkhaeuser|2013
`
`Sterne, Kessler, Goldstein & Fox, LLC
`
`Gibson, Dunn & Crutcher, LLP
`
`2014
`
`Norton Rose Fulbright US LLP
`
`2014
`
`Sheppard, Mullin, Richter, and Hampton,|20/5-2021 (multiple engagements
`LLP
`including Toyota, HTC, TCL, Continental)
`
`Rothwell, Figg, Ernest, and Manbeck,
`P.C.
`Mayer Brown LLP
`
`Sidley Austin, LLP
`
`Trell & Manella, LLP
`
`2016
`
`2015-17
`
`2015-19
`
`2016
`
`Finnegan, Henderson, Farabow, Garrett &|2017
`Dunner, L.L.P
`
`Venable, LLP
`
`Pillsbury LLP
`
`Alston, Bird, LLP
`
`2017-18
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
`
`Page 2
`
`Ex. 1004
`Ex. 1004
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`

`

`Expert/Consultant Curriculum Vitae
`
`Gibson, Dunn & Crutcher, LLP
`
`2018-19
`
`
`
`
`
`
`
`
`
`
`
`
`pO
`2021
`Saikrishna & Associates (India)
`
`
`
`
`
`
`
`
`
`
`
`
`
`Expert Testifying and Depositions (7 Trials and 10 Depositions)
`
`
`
`
`
`
`
`
`
`
`2017 (Feb): Testified at CD. California benchtrial.
`
`Deposition/Testifying Experience
`Bramson,Plutzik,
`2013: Deposition on Case No. CV 12-05240 PJH
`
`Mahler &
`Nad Karim v. Hewlett Packard, Co.
`
`
`
`Birkhaeuser LLP
`UNITED STATES NORTHERN DISTRICT COURT OF
`
`
`
`
`CALIFORNIA. Settlement ordered Jan. 18, 2017.
`
`
`
`2015 (Feb): Deposition for Marvell.
`Fish and Richardson
`
`
`(Representing
`US PTAB Inter Partes Review IPR2014-00548
`Marvell)
`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.
`Norton, Rose,
`
`Fulbright, US, LLP
`US PTABInter Partes Review IPR2015-10577, IPR2015-10580,
`
`
`
`
`IPR2015-10581, IPR2015-10581.
`
`
`
`
`Qualcomm Inc. v BandspeedInc.
`
`
`Sheppard, Mullin,
`2016 (May): Deposition for TCL in
`
`
`Richter, and
`TCL Communication Technology Holdings, LTD., et al. v.
`
`Ericsson, et al., Case No. 8:14-cv-34] (C.D. CA).
`Hampton, LLP
`
`
`
`
`
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
`
`Page 3
`
`Ex. 1004
`Ex. 1004
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`APPLE INC. / Page 3 of 36
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`

`

`Expert/Consultant Curriculum Vitae
`
`Sidley Austin, LLP
`
`Pillsbury LLP
`
`
`
`2016 (December): Testified at trial involving
`Huawei Technologies, Co. Ltd v. Samsung
`Regarding FRANDlicensing disputes in Shenzhen Court, P.R.
`
`China.
`
`Co. Ltd v. Samsung.
` 2018 (June): Deposition for N.D. CA on Huawei Technologies,
`
`
`trial
` Testified at
`involving Huawei
`2018 (December):
`Technologies, Co. Ltd v. Samsung regarding FRAND licensing
`
`
`
`disputes in Beijing Court of Intellectual Properties, P.R. China.
`
` Mayer Brown LLP
`
`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.
`
`
`
`
`Venable LLP
`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)
`(Case No. 5:16-cv-00179-RWS),.
`
`
`2019 (April) Testified at trial involving Huawei Technologies,
`Co. Ltd v. Conversant regarding FRANDlicensing disputes in
`
`Nanjing Intermediate Court, P.R. China.
`
` Sidley Austin LLP, US
`
`
`2019 (Sept.) Testified at trial involving Huawei Technologies,
`Co. Ltd v. PanOptics, regarding FRANDlicensing disputes in
`
`Shenzhen Intermediate Court, P.R. China.
`
`
`
`
`2019 (Dec. 3rd): Deposition for HTC and Apple in
`Sheppard, Mullin,
`
`Richter, and
`HTC Corporation, HTC America, Inc., and Apple Inc. v. INVT
`
`
`SPE LLC, Case Nos. IPR2018-01555 and IPR2018-01581.
`Hampton, LLP
`
`
`
`
`
`
`2020 (Feb.): Deposition for Volkswagen Group ofAmerica, In.
`Sterne, Kessler,
`Goldstein & Fox,
`v. Carucel Investments, L.P. Case Nos. IPR2019-01573 and
`IPR2019-01101.
`LLC
`
`
`
`
`2021 (June) Testified at trial involving TCL. v. Ericsoon,
`Jincheng Tongda &
`regarding FRANDlicensing disputes in Shenzhen Intermediate
`Neal, LLP
`
`Court, P.R. China.
`
`
`Sutcliffe, LLP
`
`Orrick, Herrington, &
`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,
`
`
`
`Allen & Overy LLP
`UK
`
`
`
`2018 (June): Testified at E. D. Texas (Texarkana)jury trial
`
`
`
`
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
`
`Page 4
`
`Ex. 1004
`Ex. 1004
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`APPLE INC. / Page 4 of 36
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`

`

`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 Expert/Consultant Curriculum Vitae
`
`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 PTABTrial 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 andlink 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 toPTABdecisionto 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
`
`Page 5
`
`Ex. 1004
` Ex. 1004
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`APPLE INC. / Page 5 of 36
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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:
`
`University of California at Davis
`2000
`Davis, CA
`Present
`Position: Professor (2000-2020) and Distinguished Professor (2020-), Department
`ofElectrical and Computer Engineering
`
`From:
`To:
`
`01/1999 University of Iowa
`09/2000
`Iowa City, IA
`Position: Assoc. Professor, Department ofElectrical and Computer Engineering
`
`From:
`To:
`
`From:
`To:
`
`01/1997 Hong Kong University of Science and Technology
`12/1997 Hong Kong
`Position: Visiting Associate Professor, Department ofElectrical and Electronic
`Engineering
`
`09/1995 Auburn University
`12/1998 Auburn, AL
`Position:
`09/1995-12/1998; Associate Professor, Department ofElectrical and
`Computer Engineering
`09/1990-08/1995; Assistant Professor, DepartmentofElectrical and
`Computer Engineering
`
`From:
`To:
`
`08/1993 Australian National University
`09/1993
`Canberra, Australia
`Position: Visiting Research Fellow, Faculty ofInformation Technology and
`Engineering
`
`From:
`To:
`
`USAir Force Wright Laboratory
`06/1993
`Eglin AFB, Florida
`08/1993
`Position: Faculty Research Associate, Armament Directorate
`
`From:
`To:
`
`06/1992 NASA Lewis Research Center
`08/1992
`Cleveland, OH
`Position: Visiting Faculty Research Fellow
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
`
`Page 6
`
`Ex. 1004
` Ex. 1004
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`APPLE INC. / Page 6 of 36
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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)
`
`Patent Number Date Issued
`US 6,396,885
` Mar.28,2002
`
`US 6,463,099
`
`US 7,379,513
`
` Oct.8, 2002
`
`Title
`Co-channel interference reduction in wireless
`communications systems (Nortel)
`Blind channel equalizers and methodsof blind channel
`equalization (Licensed)
`Mar. 20,2008 Channel estimation in CDMA communications systems
`using both lower powerpilot channel and higher power date
`channel
`Trans-layer robust header-compression technique
`
`US 10,623,230 Apr. 14,2020
`
`Education
`
`1990
`1987
`1982
`
`Cornell University, Ithaca, NY
`University of Toronto, Toronto, Canada
`Nanjing Institute of Technology, Nanjing, China
`
`Ph.D., Electrical Engineering
`MS, Electrical Engineering
`BS, Wireless Engineering
`
`Publications
`
`Books & Book Chapters
`
`[1]
`
`[2]
`
`[3]
`
`B. P. Lathi and Z. Ding, Modern Digital and Analog Communication Systems, 5" 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
`
`Page 7
`
`Ex. 1004
` Ex. 1004
`APPLEINC./ Page 7 of 36
`APPLE INC. / Page 7 of 36
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`

`

`Expert/Consultant Curriculum Vitae
`
`[4]
`
`[5]
`
`[6]
`
`Z. Ding, “Blind ChannelIdentification 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 EEE DSP Handbook, Douglas B.
`Williams, Ed., pp.24.1-24.17, IEEE Press, 1998,
`
`Journal Papers
`
`[1]
`
`[2]
`
`[3]
`
`[4]
`
`[6]
`
`[7]
`
`[8]
`
`[9]
`
`A. Jalali and Z. Ding, ‘‘Joint Detection and Decoding of Polar Coded 5G Control Channels", JEEE
`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," /EEE Internet of Things Journal, accepted,
`2020. DOI: 10.1109/HIOT.2020.2979523
`xa
`
`“Blind Over-the-Air Computation and Data Fusion via Provable
`J. Dong, Y. Shi, and Z. Ding,
`Wirtinger Flow", JEEE Transactions on Signal Processing vol. 68, pp. 1136-1151, 2020. DOI:
`10.1109/TSP.2020.2970338.
`
`Y. Ma, Z. Quan, D. Li, 8. Zhang, X. Li, Z. Feng, and Z. Ding, Optimal Linear Cooperation for
`Signal Classification via M-ary Hypothesis Testing in Cognitive Communication Networks, JEEE
`Transactions on Wireless Communications, 19(5), pp. 3144-3155, May 2020.
`
`S. Zhang, Z. Ding and S. Cul, “Introducing Hypergraph Signal Processing: Theoretical
`Foundation and Practical Applications," JEEE Internet ofThings 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 JEZE Transactions on
`Communications, doi: 10.1109/TCOMM.2020.2975 172.
`vs
`
`“Resource Management in LTE-U Systems: Past,
`R. Liu, Q. Chen, G. Yu, G. Y. Li and Z. Ding,
`
`Present, and Future,” JEEE 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." JEZE 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", JEEE Wireless Communications Letters, Feb, 2019.
`doi:10.1109/LWC.2019.2898662
`aa
`
`[10]
`
`‘*Generalized Low-Rank Optimization for Topological Cooperation
`K, Yang, Y. Shi and Z. Ding,
`
`in Ultra-Dense Networks," /EEE Transactions on Wireless Communications, vol. 18, no. 5, pp.
`2539-2552, May 2019. doi: 10.1109/TWC.2019.2904570
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
`
`Page 8
`
`Ex. 1004
` Ex. 1004
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`APPLE INC. / Page 8 of 36
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`

`Expert/Consultant Curriculum Vitae
`
`[11]
`
`[12]
`
`[13]
`
`[14]
`
`[15]
`
`[16]
`
`[17]
`
`[18]
`
`[19]
`
`[20]
`
`[21]
`
`[22]
`
`K. Yang, Y. Shi and Z. Ding, ‘‘Data Shuffling in Wireless Distributed Computing via Low-Rank
`Optimization," JEEE 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," JEEE 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 lontronic Sensing
`
`Wearable Detects Pedal Pulses and Muscular Activities," JEEE 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," JEEE Transactions on Vehicular Technology, vol. 68, no. 6, pp.
`6192-6196, June 2019. doi: 10.1109/TVT.2019.2912583
`ay
`
`*’Topology Inference of Unknown Networks Based on
`T. Bouchoucha, C. N. Chuah, and Z. Ding,
`Robust Virtual Coordinate Systems", /EEE/ACM Transactions on Netorking, vol. 27, no. 1, pp.
`405-418, Jan. 2019. doi:10.1109/TNET.2018.2888600
`aa
`
`‘A Markovian Design of Bi-Directional Robust Header Compression for
`W. WuandZ. Ding,
`Efficient Packet Delivery in Wireless Networks" JEEE Transactions on Wireless Communications,
`vol.18, no.1, pp. 20-33, Jan. 2019. doi:10.1109/TWC.2018.2875448
`
`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
`
`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.
`
`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
`
`Hema K. Achanta, Soura Dasgupta, Raghuraman Mudumbai, Weiyu Xu, and Zhi Ding,
`“Optimumsensor 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
`
`C. Sun, X. Gao, J. Wang, Z. Ding and X. Xia, "Beam Domain Massive MIMOfor Optical
`Wireless Communications With Transmit Lens," [EEE Transactions on Communications, vol. 67,
`no. 3, pp. 2188-2202, March 2019. doi: 10.1109/TCOMM.2018.2883622
`
`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
`
`Page 9
`
`Ex. 1004
` Ex. 1004
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`APPLE INC. / Page 9 of 36
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`

`[23]
`
`[24]
`
`[25]
`
`[26]
`
`[27]
`
`[28]
`
`[29]
`
`[30]
`
`(31]
`
`[32]
`
`[33]
`
`[34]
`
`[35]
`
`Expert/Consultant Curriculum Vitae
`
`Y. Wu, C. Xiao, Z. Ding, X. Gao, and S. Jin A Survey on MIMOTransmission With Finite Input
`Signals: Technical Challenges, Advances, and Future Trends," Proceedings of the IEEE,vol. 106,
`No. 10, 1779-1833, October, 2018.
`
`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
`
`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
`
`Q. Ji, Z. Ding, N. Wang, M. Pan and G. Song, *‘A Novel Waveform Optimization Schemefor
`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
`
`
`X. Ling, J. Wang, Z. Ding, C. Zhao and X. Gao, “Efficient OFDMAfor LiFi Downlink," Journal
`ofLightwave Technology, vol. 36, no. 10, pp. 1928-1943, 15 May 2018. doi:
`10.1109/JLT.2018.2796120
`
`aa
`
`‘‘LTE Multimedia Broadcast Multicast Service Provisioning Based
`C. Jiang, W. Wu, and Z. Ding,
`on Robust Header Compression," JEEE Transactions on Wireless Communications, vol. 17, no. 2,
`pp. 1161-1172, Feb. 2018. doi: 10.1109/TWC.2017.2776906
`
`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," JEEZE 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 Enhancementfor
`Color-Shift Keying Modulation of Quadrichromatic LEDs in Visible Light
`
`Communications," Journal ofLightwave 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 PowerAllocation for
`
`Underwater Acoustic Sensor Network,'"7EEE Sensors Journal, vol. 11, no. 11, pp. 1789-1796,
`August 2017. doi: 10.1109/JSEN.2017.2737229
`AN
`
`“On Efficient Packet-Switched Wireless Networking: A Markovian
`W. Wuand Z. Ding,
`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
`
`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". JET Communications, May
`2017. doi: 10.1049/iet-com.2016.1339
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`Expert/Consultant Curriculum Vitae
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`ve
`
`**Spatial CCK Modulation and Iterative Detection over
`L. Jing, H. Wang, C. He and Z. Ding,
`Frequency-Selective Fading Channels," JEEE Wireless Communications Letters, vol.6, no.4,
`pp.506-509, June 2017. doi: 10.1109/LWC.2017.2709315
`xa
`
`*“Scheduling and Power Allocation for Hybrid Access
`Hesham Elmaghraby and Zhi Ding,
`Cognitive Femtocells," EEE Transactions on Wireless Communications vol\.16, No.4, pp. 2520-
`2533, April 2017.
`
`Chen Sun, Xiqi Gao, and Zhi Ding. “-BDMA in Multi-Cell Massive MIMO Communications:
`Power Allocation Algorithms", JEEE Transactions on Signal Processing, vol. 65, No. 11, pp.
`2962-74, June 2017.
`SO
`
`xe
`
`‘Transport capacity analysis of wireless in-band full duplex ad hoc
`Dongrun Qin and Zhi Ding,
`networks." JEEE Transactions on Communications, vol. 65, no. 3, pp.1303-18, March 2017..doi:
`10.1109/TCOMM..2016.2640278
`
`'‘Embedding
`Qimei Chen, Guanding Yu, Hesham M. Elmaghraby, Jyri Hamalainen, Zhi Ding,
`LTE-U within Wi-Fi Bands for Spectrum Efficiency Improvement", JEEE Network, Vol.31, No. 2,
`pp. 72-79, March 2017.
`
`vA
`
`Kk. Wang; Z. Ding, ““FEC Code Anchored Robust Design of Massive MIMO Receivers," in JEEE
`Transactions on Wireless Communications, vol.15, no.12, pp.8223-8235, 2016, doi:
`10.1109/TWC.2016.2613516
`
`NA
`
`“Optimizing Unlicensed Spectrum Sharing for LTE-U and WiFi
`Q. Chen, G. Yu and Z. Ding,
`
`Network Coexistence," in JEEE 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 JEEE Transactions on Wireless Communications, vol.15, no.8, pp.5193 - 5205, doi:
`10.1109/TWC.2016.2554579
`as
`D. Qin and Z. Ding,
`*“Exploiting Multi-Antenna Non-Reciprocal Channels for Shared SecretKey
`
`Generation "in IEEE Transactions on Information Forensics and Security, vol. 11, no. 12, pp.
`2693-2705, Dec. 2016. doi: 10.1109/TIFS.2016.2594 143
`
`Han, Huy-Dung, Zhi Ding, and Muhammad Zia. ‘A Convex Relaxation Approach to Higher-
`OrderStatistical Approaches to Signal Recovery." JEEE Transactions on Vehicular Technology,
`vol.PP, no.99, pp.1-1 doi: 10.1109/TVT.2016.2542108
`
`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
`
`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
`
`K. Wang; Z. Ding, “Diversity Integration in Hybrid-ARQ with Chase Combining underPartial
`CSI," in IEEE Transactions on Communications, vol.64, no.6, pp.2647-2659, June 2016, doi:
`10.1109/TCOMM.2016.2553664
`Xintong Ling, J. Wang, X. Liang, Z. Ding, C. Zhao, Offset and power optimization for DCO-
`OFDMin visible light communication systems," JEEE Transactions on Signal Processing, 64(2),
`349-363, 2016.
`
`[36]
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`[37]
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`[38]
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`[39]
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`[40]
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`[41]
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`[42]
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`[43]
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`[44]
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`[45]
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`[46]
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`[47]
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`[48]
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`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
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`[51]
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`[52]
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`[53]
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`[54]
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`[55]
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`[56]
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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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`[62]
`
`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
`
`X. Ling, J. Wang, X. Liang, Z. Ding and C. Zhao, “Offset and Power Optimization for DCO-
`OFDMin 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
`
`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
`Michal Cierny, Zhi Ding, and Risto Wichman. ‘’Higher RankInterference 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
`
`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
`
`Kun Wang, Hong Shen, Wenhao Wu,and Zhi Ding, Joint Detection and Decoding in LDPC-
`Based Space-Time Coded MIMO-OFDMSystems via Linear Programming" IEEE Transactions
`on Signal Processing, 63. 3411-3424. 2015. doi: 10.1109/TSP.2015.2422681
`
`.
`Elsherif, A.R.; Wei-Peng Chen;Ito, A.; Zhi Ding, “Resource Allocation and Inter-Cell
`Interference Management for Dual-Access Small Cells," JEEE 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," [EEE 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," [EEE 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: 1, 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: IJ. 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.
`
`va
`
`‘*Power Control and Resource Allocation for Outage Balancing in
`Wang, Haining, and Zhi Ding,
`
`Femtocell Networks," JEEF Transactions on Wireless Communications, 14, no. 4 (2015): 2043-
`2057. doi: 10.1109/TWC.2014.2379282
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
`
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`[63]
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`[64]
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`[65]
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`[66]
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`[67]
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`[68]
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`[69]
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`[70]
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`[71]
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`[72]
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`[73]
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`[74]
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`[75]
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`[76]
`
`Wu, Wenhao, Kun Wang, Weiliang Zeng, Zhi Ding, and Chengshan Xiao, *‘"Cooperative Multi-
`Cell MIMO Downlink Precoding With Finite-Alphabet Inputs," JEEE Transactions on
`Communications, vol. 63, no. 3 (2015): 766-779. doi: 10.1109/TCOMM.2015.2388584
`
`Huan Tang, Zhi Ding, and B. C. Levy, \’Enabling D2D Communications Through Neighbor
`Discovery in LTE Cellular Networks," JEEE Transactions on Signal Processing, vol.62,.no.19,_
`pp.5157-5170, Oct.1, 2014. doi: 10.1109/TSP.2014.2348950
`ee
`
`Haining Wang; Zhi Ding, “‘Macrocell-Queue-Stabilization-Based Power Control of Femtocell
`
`Networks," JEEE Transactions on Wireless Communications, vol.13, no.9, pp.5223-5236, Sept.
`2014
`.
`
`Zia, M.; Ding, Z., “‘Bandwidth Efficient Variable Rate HARO 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 Topicsin
`QuantumElectronics, vol.20, no.4, pp.1,10, July-Aug. 2014 doi: 10.1109/ISTQE.2013.2296233
`
`Hong Shen; Zhi Ding; Dasgupta, S.; Chunming Zhao, "Multiple Source Localization in Wireless
`
`Sensor Networks Based on Time of Arrival Measurement,"TEEE Transactions on Signal
`Processing, vol.62, no.8, pp.1938-1949, April 15, 2014 doi: 10.1109/TSP.2014.2304433
`
`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", JEEE Transactions on Mobile Computing, 13, no. 2 (2014): 350-363.
`doi: 10.1109/TMC.2013.6
`
`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.201 1.262
`
`Jacklin, Neil, and Zhi Ding. "A linear programming based toneinjection algorithm for papr
`reduction of OFDM andlinearly precoded systems", IEEE Transactions on Circuits and SystemsI:
`Regular Papers, vol. 60, no. 7 (2013): 1937-1945. doi: 10.1109/TCSI.2012.2230505
`
`M.Cierny, Haining Wang, R. Wichman, Zhi Ding, and C. Wijting, ‘‘On Number of Almost Blank
`Subframes in Heterogeneous Cellular Networks," JEEE Transactions on Wireless
`Communications, vol.12, no.10, pp.5061-5073, October 2013.
`ae
`
`‘A Bayesian Algorithm for Joint Symbol Timing
`Zhe Jiang; Haiyan Wang; Zhi Ding,
`Synchronization and Channel Estimation in Two-Way Relay Networks,"IEEE Transactions on
`
`Professor Zhi Ding, Ph.D.
`Printed: 01/21/22
`
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`Communications, vol.61, no.10, pp.4271-4283, October 2013.
`doi:10.1109/TCOMM.2013.082813.110691
`
`Yongpeng Wu; Chengshan Xiao; Xiqi Gao; Matyjas, J.D.; Zhi Ding, "Linear Precoder Design for
`MIMOInterference Channels with Finite-Alphabet Signaling," IEEE Transactions on’
`Communications, vol.61, no.9, pp.3766-3780, September 2013. doi:
`10.1 109/TCOMM.2013.072213. 130132
`
`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.201