throbber
Akbar M. Sayeed
`Independent Researcher & Consultant
`Madison, WI
`Email: akbarmsayeed@gmail.com; Tel: 608-417-9807
`Webpage: https://amsayeed.wordpress.com/
`LinkedIn: https://linkedin.com/in/ams360
`Google Scholar: 17,650+ citations; h-index: 53
`Last Revised September 13, 2023.
`
`Research Interests
`Wireless communication and sensing, multipath wave propagation, wireless channel modeling, measure-
`ment and estimation, communication and information theory, statistical signal processing, machine learn-
`ing, harmonic analysis, time-frequency representations, quantum information science and engineering, pro-
`totyping, testbeds, and technology development. A current focus is the development of basic theory, system
`architectures, and testbeds for emerging wireless technologies (5G, 6G, XG), including millimeter-wave
`and Terahertz wireless, high-dimensional multi-antenna multiple input multiple output (MIMO) systems,
`and communication and sensing in highly dynamic environments. Dr. Sayeed has a broad experience in
`these areas ranging from fundamental theoretical concepts and techniques to signal processing algorithm
`development to conception, design, and hardware prototyping of solutions. Dr. Sayeed relishes challenging
`technical and research problems, troubleshooting and finding innovative solutions that often require learning
`new concepts and tools and connecting-the-dots across different areas and fields.
`Professional Background and Experience
`Dr.
`Sayeed is an Independent Researcher and Technical Consultant, and a former Professor of
`Electrical and Computer Engineering at the University of Wisconsin-Madison, where he directed the
`Wireless Communications and Sensing Laboratory from 1997-2021.
`In particular, Dr. Sayeed pio-
`neered the concept of beamspace MIMO (https://amsayeed.wordpress.com/the-cap-mimo-project/millimeter-wave-mimo/)
`and led a team at UW-Madison on developing the concept,
`including a state-of-the-art prototype at
`millimeter-wave frequencies, resulting in multiple compelling proof-of-concept demonstrations at 28 GHz;
`https://amsayeed.wordpress.com/the-cap-mimo-project/the-cap-mimo-project-2/, https://amsayeed.wordpress.com/the-cap-mimo-project/
`gen-2-28ghz-cap-mimo-prototype/, https://amsayeed.wordpress.com/the-cap-mimo-project/695-2/. He also led the creation of
`the NSF Research Coordination Network on Millimeter-Wave Wireless Technology in October 2016 (https:
`//mmwrcn.ece.wisc.edu/). Dr. Sayeed served as a Program Director (2017-2019) at the National Science Foun-
`dation (NSF) in the Communications, Circuits, and Sensing Systems (CCSS) Program of the Electrical,
`Communications and Cyber Systems (ECCS) Division of the Engineering Directorate. At the NSF, Dr.
`Sayeed’s program portfolio covered a broad range of topics spanning communications, sensing, signal pro-
`cessing, imaging, and integrated design of hardware and algorithms for information processing systems. He
`was an active member of the Electromagnetic Spectrum Management (ESM) working group, and the work-
`ing groups of two of the 10 NSF Big Ideas: 1) The Quantum Leap Working Group which was an NSF-wide
`effort for developing new cross-disciplinary initiatives for advancing Quantum Information Science and En-
`gineering, and 2) The Harnessing the Data Revolution Working Group which was an NSF-wide effort for
`developing new cross-disciplinary initiatives for advancing Data Science and Engineering. In particular, he
`co-led the team that developed the NSF solicitation for the Quantum Leap Challenge Institutes (released Feb
`2019) in response to the National Quantum Initiative (NQI) Act signed by President Trump in December
`2018. Dr. Sayeed also served on a 2019 panel, convened by the National Academies of Sciences, Engi-
`neering and Medicine (NASEM), for reviewing the Communications Technology Laboratory of the National
`Institute of Standards and Technology (NIST).
`
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`Education
`1996 University of Illinois-Urbana
`1993 University of Illinois-Urbana
`1991 University of Wisconsin-Madison
`
`Ph.D. in Electrical and Computer Engineering
`M.S. in Electrical and Computer Engineering
`B.S. in Electrical and Computer Engineering
`
`Positions
`2020-present
`1/23-present
`4/23-present
`3/22-10/22
`2/20-12/21
`2008-2021
`11/17-4/19
`2003-2008
`1997-2003
`1996–1997
`1991–1996
`
`Self-Employed
`Jawbone Innovations, LLC (part-time)
`Beamlink, Inc. (part-time)
`Silvus Technologies (part-time)
`A High-Speed Trading Company (part-time)
`University of Wisconsin-Madison
`National Science Foundation
`University of Wisconsin-Madison
`University of Wisconsin–Madison
`Rice University
`University of Illinois–Urbana
`
`Independent Researcher & Consultant
`Technical Expert
`R &D Consultant & Advisor
`Director of R & D Business Development
`Wireless R & D Consultant
`Professor
`Program Director
`Associate Professor
`Assistant Professor
`Postdoctoral Research Fellow
`Research Assistant
`
`2016
`
`2015
`
`Awards and Honors
`2021
`Donald Fink Overview Paper Award, IEEE Signal Processing Society
`2017-19
`Program Director, National Science Foundation
`2018
`Best Paper Award, Signal Processing for Communications Symposium, IEEE ICC
`2016-19
`Principal Investigator, National Science Foundation Research Coordination Network on
`Millimeter-Wave Wireless Technology
`Invited Participant of a Kickoff Event for a new $400M, 7-year NSF-led Advanced Wireless
`Research Initiative
`Steering Committee Member: NSF Workshop on the Enhancing Access to the Radio Spec-
`trum (EARS) program
`IEEE Fellow
`UW Grainger Electrical and Computer Engineering Junior Faculty Fellowship
`Office of Naval Research Young Investigator Award
`National Science Foundation Faculty Early CAREER Development Award
`Robert T. Chien Memorial Award for outstanding Ph.D. research (U. Illinois)
`Schlumberger Fellowship (U. Illinois)
`
`2012
`2003
`2001
`1999
`1996
`1992–1995
`
`Patents and Invention Disclosures
`[1] A. Sayeed and J. Brady, Differential MIMO Transceiver, US Patent No. 10,284,339, issued May 2019.
`[2] A. Sayeed, Radiator Localization, US Patent No. 9,763,216, issued September 12, 2017.
`[3] A. Sayeed and J. Brady, Wideband Transceiver for Antenna Arrays, US patent No. 9,444,532, issued
`September 13, 2016.
`[4] A. Sayeed and N. Behdad, Continuous Aperture Phased MIMO, US patent No. 8,811,511 issued
`August 19, 2014.
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`[5] W. Bajwa, A. Sayeed, R. Nowak and J. Haupt, Method for Probing and Learning Sparse Multipath
`Wireless Channels, US Patent No. 8,320,489, issued on Nov. 27, 2012.
`[6] A. Sayeed and V. Raghavan, Method and Apparatus for Maximizing Capacity of Multi-Antenna Com-
`munication Systems with Reconfigurable Antenna Arrays, US patent No. 8,000,732, issued on August
`16, 2011.
`[7] A. Sayeed and T. Sivanadyan, Active Wireless Sensing: Method for Rapid Information Retrieval From
`an Ensemble of Wireless Sensors, US patent No. 7,881,671 issued on Feb. 1, 2011.
`[8] K. Liu and A. M. Sayeed, Layered Space-Time Processing in a Multiple Antenna System, US patent
`No. 7,218,906 issued on May 15, 2007.
`[9] E. N. Onggosanusi, B. D. Van Veen and A. M. Sayeed, Channel Aware Optimal Space-Time Signaling
`for Wireless Communication Over Wideband Multipath Channels, US patent No. 7,110,378 issued on
`September 19, 2006.
`[10] T. A. Kadous and A. M. Sayeed, Method and System for Multi-Carrier Multiaccess Reception in the
`Presence of Imperfections, US patent No. 6,654,408 issued on November 25, 2003.
`
`Professional Activities
`
`Member:
`Member:
`Associate Editor:
`Associate Editor:
`Guest Editor:
`
`Technical
`Committees:
`
`Technical Program
`Committees:
`
`IEEE (Fellow), Eta Kappa Nu, Tau Beta Pi
`NIST Next-G Channel Modeling Alliance (2016-present)
`IEEE Transactions on Signal Processing (2013-2015)
`IEEE Signal Processing Letters (1999-2002)
`IEEE Journal of Selected Areas in Communications (special issue on Advances in
`Quantum Communications, Computing, Cryptography and Sensing); S. Ng, A. Conti,
`J. Yuan, P. Mueller, G.-L. Long, and A. Sayeed (2019-20)
`IEEE Journal of Selected Topics in Signal Processing (special issue on signal process-
`ing for millimeter-wave wireless communication); R. Heath, N. Gonzalez-Prelcic, S.
`Rangan, W. Roh, and A. Sayeed (2015-16)
`IEEE Journal of Selected Topics in Signal Processing (special issue on Signal Process-
`ing and Networking for Dynamic Spectrum Access); A. Swami, R. Berry, A. Sayeed,
`V. Tarokh and Q. Zhao (2008)
`IEEE Journal on Selected Areas in Communications (special issue on Self-organizing
`Distributed Collaborative Sensor Networks); A. Sayeed, D. Estrin, G. Pottie, and K.
`Ramchandran (2005)
`
`Signal Processing for Communications and Networking Technical Committee of the
`IEEE Signal Processing Society (2007-2012)
`
`2021 Symposium Co-Chair, Quantum Communications and Computing, IEEE
`Global Communications Conference
`2020 Technical Program Committee, Quantum Communications, Sensing and Cryp-
`tography Track, IEEE International Conference on Quantum Computing and Engineer-
`ing (IEEE Quantum Week)
`2019 Workshop Facilitator, Sixth Workshop of the NSF Research Coordination Net-
`work on Millimeter-Wave Wireless Technology
`2018 Workshop Co-Chair, IEEE VTC Workshop on Millimeter-Wave Channel Mea-
`surement, Modeling, and Systems
`
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`2018 Workshop Facilitator, Fourth Workshop of the NSF Research Coordination
`Network on Millimeter-Wave Wireless Technology
`2018 Workshop Facilitator, Third Workshop of the NSF Research Coordination Net-
`work on Millimeter-Wave Wireless Technology
`2017 Workshop Co-Chair, IEEE VTC Workshop on Millimeter-Wave Channel Mea-
`surement, Modeling, and Systems
`2017 Workshop Co-Chair, Second Workshop of the NSF Research Coordination Net-
`work on Millimeter-Wave Wireless Technology
`2016 Workshop Co-Chair, Kickoff Workshop of the NSF Research Coordination
`Network on Millimeter-Wave Wireless Technology
`2016 Workshop Co-Chair, IEEE Globecom Workshop on 5G Wireless Channel Mod-
`eling
`2016 Workshop Co-Chair, IEEE VTC Workshop on Millimeter-Wave Channel Mod-
`eling
`2014 Technical Program Co-Chair, IEEE Workshop on Signal Processing Advances
`for Wireless Communications (SPAWC)
`2007-2013, IEEE Workshop on Signal Processing Advances for Wireless Communi-
`cations (SPAWC)
`2007-2013, IEEE International Conference on Acoustics, Speech and Signal Process-
`ing (ICASSP)
`2011 IEEE International Symposium on Information Theory (ISIT), St. Petersburg,
`Russia
`2010 International Conference on Cognitive Radio Oriented Wireless Networks and
`Communications (CrownCom), Cannes, France
`2009 IEEE GLOBECOM, Hawaii
`2008 Technical Program Track Chair, Asilomar Conference on Signals, Systems
`and Computers, Pacific Grove, CA
`2008 IEEE GLOBECOM, New Orleans
`2008 Technical Program Co-chair, IEEE Communication Theory Workshop, St.
`Croix, US Virgin Islands
`2007 Technical Program Co-chair, IEEE Statistical Signal Processing Workshop,
`Madison, WI
`2005 ACM Conference on Embedded Networked Sensing Systems (SenSys), San
`Diego
`2005 IEEE Global Communications Conference (GLOBECOM), St. Louis
`2005 IEEE Workshop on Signal Processing Advances for Wireless Communications
`(SPAWC), New York
`2004 25-th IEEE International Real-Time Systems Symposium (RTSS), Portugal, Lis-
`bon
`2004 International Symposium on Information Processing in Sensor Networks (IPSN),
`April, Berkeley, CA
`2003 IEEE International Conference on Communications (ICC), 2003, Alaska
`Fall 2002 IEEE Vehicular Technology Conference (VTC), Vancouver, Canada
`Session Organizer: Millimeter-Wave Wireless Systems, 2018 IEEE Workshop on Signal Processing Ad-
`vanced for Wireless Communications (SPAWC)
`
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`Panelist:
`
`Reviewer:
`
`Millimeter-Wave MIMO Wireless Systems, 2017 Asilomar Conference
`5G Wireless Panel, 2014 IEEE Workshop on Signal Processing Advances in Wireless
`Communications (SPAWC 2014)
`Cognitive Wireless Communication and Sensing in Networks, 2006 Military Commu-
`nications Conference (MILCOM 2006); with B. Daneshrad (UCLA)
`Various journals and conferences in communications and signal processing, National
`Science Foundation, Army Research Office, Australian Research Council, Vienna Re-
`search Fund, Austrian Research Council, Canadian Research Council, and the United
`Arab Emirates University
`NSF ERC Mock Site Visit Review Panel, Worcester Polytechnic Institute, Oct 2019
`National Academies of Sciences, Engineering and Medicine (NASEM) Panel for Re-
`viewing the Communications Technology Laboratory of the National Institute of Stan-
`dards and Technology (NIST), July 2019
`Millimeter-wave (mmWave) Measurement and Modeling, International Symposium
`on Advanced Radio Technologies: Spectrum Mining at mmWave - Digging for Ca-
`pacity (2017)
`Huawei University Days (2016)
`5G Densification and Enabling Technology, TIA Annual Meeting (2016)
`IEEE WCNC Workshop on Millimeter-Wave Wireless (2016)
`NSF Workshop on Distributed Sensor Networks (2002)
`NSF/ONR Workshop on Signal Processing for Manufacturing and Machine Monitor-
`ing (1996)
`Meetings Attended: Fifth Workshop on Scalable Information Processing with Quantum Nano-Photonics
`(SIPQNP), Tuscon, AZ, Mar. 2019
`NAS Workshop on Enabling Technologies for Quantum Systems, Washington DC,
`Mar. 2019
`U. Chicago Quantum Summit, Nov. 8, 2018
`THz Technologies Workshop, Brown U, Oct., 2018
`Optical Society of America (OSA) Annual Meeting , Washington, DC, Sep. 2018
`DOE Workshop on Quantum Communication Networks, Aug. 2018
`NSF Quantum Information Workshop (Industry-Academic Collaboration), ICT USC,
`Los Angeles, Mar. 2018
`
`Book Chapters
`
`[1] A. M. Sayeed and J. Brady, “Millimeter-Wave Wireless Transceivers: Theory, Design, and Implemen-
`tation,” Signal Processing for 5G: Algorithms and Implementations, (F.-L Luo and J. Zhang, eds.),
`IEEE-Wiley, 2016.
`[2] A. M. Sayeed and T. Sivanadyan, “Wireless Communication and Sensing in Multipath Environments
`Using Multi-antenna Transceivers,” Handbook on Sensor and Array Processing, (S. Haykin and R.
`Liu, eds.), IEEE-Wiley, 2010.
`[3] A. M. Sayeed, “Object Detection and Classification in Sensor Networks,” in Frontiers in Distributed
`Sensor Networks (R. Brooks and S. Iyengar, eds.), CRC Press, 2004.
`[4] A. M. Sayeed, “Communication over Linear Dispersive Channels: A Time-Frequency Perspective,”in
`Time Frequency Signal Analysis and Processing (B. Boashash ed.), pp. 549-557, Elsevier, Nov. 2003.
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`[5] A. M. Sayeed, “Optimal Time-Frequency Detectors,” in Time-Frequency Signal Analysis and Pro-
`cessing (B. Boashash ed.), pp. 500-509, Elsevier, Nov. 2003.
`[6] A. M. Sayeed and B. Aazhang, “Communication over Multipath Fading Channels: A Time-Frequency
`Perspective,” in Wireless Communications: CDMA versus TDMA (S. G. Glisic and P. A. Leppanen
`eds.), pp. 73–98, Kluwer Academic Publishers, 1997.
`
`Technical Reports
`
`[1] J. Brady, N. Behdad, and A. Sayeed, “Beamspace MIMO for Millimeter-Wave Communications: Sys-
`tem Architecture, Modeling, Analysis, and Measurements,” UW-ECE Technical Report, May 2012.
`[2] Y. Zhou, M. Herdin, A. M. Sayeed and E. Bonek, “Experimental Study of MIMO Channel Statistics
`and Capacity via the Virtual Channel Representation,” UW-ECE Technical Report, February 2007.
`[3] J. Kotecha and A. M. Sayeed, “Canonical Statistical Modeling and Capacity Analysis of Correlated
`MIMO Channels,” UW-ECE Technical Report, February 2004.
`[4] A. M. Sayeed, “A Statistical Signal Modeling Framework for Integrated Design of Sensor Networks,”
`UW-ECE Technical Report, October 2003.
`
`Journal Publications
`
`[1] A. Sayeed, D. Guven, M. Doebereiner, S. Semper, C. Gentile, A. Bodi, and Z. Cheng, “A Frame-
`work for Developing and Evaluating Algorithms for Estimating Multipath Propagation Parameters
`from Channel Sounder Measurements”, IEEE Transactions on Wireless Communications, accepted
`for publication, 2023.
`[2] S. Ng, A. Conti, G.-L. Long, P. Muller, A. Sayeed, J. Yuan, and L. Hanzo, “Guest Editorial: Advances
`in Quantum Communications, Cryptography, Computing and Sensing”, IEEE Journal Selected Areas
`in Communications , March 2020.
`[3] X. Gao, L. Dai, S. Zhou, A. Sayeed and L. Hanzo, “Wideband Beamspace Channel Estimation for
`Millimeter-Wave MIMO Systems Relying on Lens Antenna Arrays”, IEEE Transactions on Signal
`Processing, pp. 4809-4824, July 2019.
`[4] X. Gao, L. Dai, A. Sayeed, “Low RF-Complexity Technologies to Enable Millimeter-Wave MIMO
`with Large Antenna Array for 5G Wireless Communications”, IEEE Communications Magazine,
`April 2018.
`[5] R. Heath, N. Gonzalez-Prelcic, S. Rangan, W. Roh, and A. Sayeed, “An Overview of Signal Pro-
`cessing Techniques for Millimeter-Wave MIMO Systems”, IEEE Journal on Selected Topics in Signal
`Processing , April 2016.
`[6] H. Mehrpouyan, M. R. Khanzadi, M. Matthaiou, A. Sayeed, R. Schober, and Y. Hua, “Improving
`Bandwidth Efficiency in E-band Communication Systems,” IEEE Communications Magazine, March
`2014.
`[7] A. Fish, S. Gurevich, R. Haddani, A. Sayeed, and O. Schwartz, “Delay-Doppler Channel Estimation
`in Almost Linear Complexity,” IEEE Transactions on Information Theory, November 2013.
`[8] T.-H. Chou, S. Draper and A. Sayeed, “Secret Key Generation from Sparse Wireless Channels: Er-
`godic Capacity and Secrecy Outage,” IEEE Journal on Selected Areas in Communications, pp. 1751-
`1764 September 2013.
`[9] M. Malloy and A. Sayeed, “Re-visiting Spread Spectrum Detection in Multipath,” IEEE Transactions
`on Signal Processing, pp. 4330-4340, September 2013.
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`[10] J. Brady, N. Behdad, and A. Sayeed, “Beamspace MIMO for Millimeter-Wave Communications:
`System Architecture, Modeling, Analysis, and Measurements,” IEEE Transactions on Antennas and
`Propagation, pp. 3814-3827, July 2013.
`[11] Y. Liu, S.C. Draper, and A.M. Sayeed, “ Exploiting Channel Diversity for Secret Key Generation
`From Multipath Fading Randomness”, the IEEE Transactions on Information Forensics and Security,
`pp.1484-1497, October 2012.
`[12] T.-H. Chou, S. Draper, and A. Sayeed, “Key Generation Using External Source Excitation: Capacity,
`Reliability and Secrecy Exponent”, IEEE Transactions on Information Theory, pp. 2455-2474, April
`2012.
`[13] V. Raghavan, A. Sayeed, and V. Veeravalli, “Semiunitary Precoding for Spatially Correlated MIMO
`Channels,” IEEE Transactions on Information Theory, pp. 1284-1298, March 2011.
`[14] V. Raghavan and A. Sayeed, “Sub-linear Capacity Scaling Laws for Sparse MIMO Channels,” IEEE
`Transactions on Information Theory, pp. 345-364, January 2011.
`[15] V. Raghavan, J. Kotecha and A. Sayeed, “Why Does the Kronecker Model Result in Misleading
`Capacity Estimates?,” IEEE Transactions on Information Theory, pp. 4843-4864, October 2010.
`[16] W. Bajwa, J. Haupt, A. Sayeed, and R. Nowak, “Compressed Channel Sensing: A New Approach to
`Estimating Sparse Multipath Channels,” Proc. IEEE (special issue on Sparse Signal Processing), June
`2010. Invited.
`[17] T. Sivanadyan and A. M. Sayeed, “Active Wireless Sensing: A Versatile Framework for Information
`Retrieval in Sensor Networks,” IEEE Transactions on Signal Processing, Jan 2010.
`[18] M. Matthaiou, Y. Kopsinis, D. Laurenson and A. Sayeed, “Ergodic Capacity Upper Bound for Dual
`MIMO Ricean Systems: Simplified Derivation and Asymptotic Tightness,” IEEE Transactions on
`Communications, Dec. 2009.
`[19] K. Liu, Z. Hong, N. Boston, and A. Sayeed, “Space-Time Code Design Based on Algebraic Number
`Theory,” IEEE Transactions on Information Theory, June 2009.
`[20] V. Raghavan, V. Veeravalli and A. Sayeed, “Quantized Multimode Precoding in Spatially Correlated
`Multi-Antenna Channels,” IEEE Transactions on Signal Processing, Dec. 2008.
`[21] G. Hariharan, V. Raghavan, and A. M. Sayeed, “Capacity of Sparse Wideband Channels with Partial
`Channel Feedback,” European Transactions on Telecommunications (special issue on New Directions
`in Information Theory), April 2008.
`[22] W. Bajwa, J. Haupt, A. Sayeed and R. Nowak, “Joint Source-Channel Communication for Distributed
`Estimation in Sensor Networks,” IEEE Transactions on Information Theory (special issue on Models,
`Theory and Codes for Relaying and Cooperation in Communication Networks), pp. 3629-2653, Oct.
`2007.
`[23] V. Raghavan, G. Hariharan, and A. Sayeed, “Capacity of Sparse Multipath Channels in the Ultra-
`Wideband Regime,” IEEE Journal on Selected Topic in Signal Processing (special issue on Perfor-
`mance Limits of Ultra-Wideband Systems), pp. 357-371, Oct. 2007.
`[24] V. Raghavan, R. Heath, and A. Sayeed, “Systematic Codebook Designs for Quantized Beamforming
`in Correlated MIMO Channels,” IEEE Journal on Selected Areas in Communications (special issue
`on Optimization of MIMO Transceivers for Realistic Communication Networks), pp. 1298-1310,
`September 2007.
`[25] K. Liu, H. El Gamal and A. Sayeed, “Decentralized Inference Over Multiple Access Channels,” IEEE
`Transactions on Signal Processing, pp. 3445-3455, July 2007.
`[26] A. Sayeed and V. Raghavan, “Maximizing MIMO Capacity in Sparse Multipath with Reconfigurable
`Antenna Arrays,” IEEE Journal on Special Topics in Signal Processing (special issue on Adaptive
`Waveform Design for Agile Communications and Sensing), pp. 156-166, June 2007.
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`[27] K. Liu and A. Sayeed, “ Type-based Decentralized Detection in Wireless Sensor Networks,” IEEE
`Transactions on Signal Processing, pp. 1899-1910, May 2007.
`[28] V. Raghavan and A. Sayeed, “Weak Convergence and Rate of Convergence of MIMO Capacity Ran-
`dom Variable,” IEEE Transactions on Information Theory, vol. 52, no. 8, pp. 3799-3809, August
`2006.
`[29] Y. Zhou and A. M. Sayeed, “Theoretical Study of Mobile Station Multi-polarization Antenna Diver-
`sity,” the IEEE Transactions on Vehicular Technology, pp. 256-269, Jan. 2006.
`[30] K. Liu and A. M. Sayeed, “An Iterative Extension of BLAST Decoding Algorithm for Layered Space-
`Time Signals,” IEEE Transactions on Communications, pp. 1754-1761, October 2005.
`[31] Y. Zhou, S. Rondineau, D. Popovi´c, A. Sayeed, and Z. Popovi´c, “Virtual Channel Space-Time Pro-
`cessing With Dual-Polarized Discrete Lens Antenna Arrays,” IEEE Transactions on Antennas and
`Propagation (special issue on Antennas and Propagation Applications), pp. 2444-2455, August 2005.
`[32] Y. Liang, V. Veeravalli, A. Sayeed, “Correlated MIMO Wireless Channels: Capacity, Optimal Sig-
`naling and Asymptotics,” IEEE Transactions on Information Theory, vol. 5, pp. 2058-2072, June
`2005.
`[33] J. Zhang, A. M. Sayeed, and B. D. Van Veen, “Reduced state MIMO sequence estimation with ap-
`plications to EDGE Systems,”IEEE Transactions on Wireless Communications, pp. 1040-1049, May
`2005.
`[34] J. Kotecha, V. Ramachandran and A. Sayeed, “Distributed Multi-target Classification in Wireless Sen-
`sor Networks,” the IEEE Journal on Selected Areas in Communications (special issue on sensor net-
`works), pp. 703-713, April 2005.
`[35] J. Zhang, A. M. Sayeed, and B. D. Van Veen, “Optimal Space-Time Transceiver Design for Selective
`Wireless Broadcast with Channel Side Information,” IEEE Transactions on Wireless Communications,
`pp. 2040-2050, Nov. 2004.
`[36] K. Liu, T. Kadous and A. M. Sayeed, “Orthogonal Time-Frequency Signaling for Doubly Dispersive
`Channels,” IEEE Transactions on Information Theory, pp. 2583-2603, Nov. 2004.
`[37] A. D’Costa, V. Ramachandran and A. Sayeed,“Distributed Classification of Gaussian Space-Time
`Sources in Wireless Sensor Networks,” IEEE Journal on Selected Areas in Communications (special
`issue on sensor networks), pp. 1026-1036, August 2004.
`[38] T. Kadous and A. M. Sayeed, “An Integrated Framework for OFDM Reception in the Presence of
`Phase Noise, Frequency Offsets and Fast Fading,” the IEEE Transactions on Wireless Communica-
`tions, vol. 3, issue 4, pp. 1224-1235, July 2004.
`[39] K. Liu and A. M. Sayeed, “Space-Time D-Block Codes via the Virtual MIMO Channel Representa-
`tion,” the IEEE Transactions on Wireless Communications, vol.3, pp. 982-991, May 2004.
`[40] J. H. Kotecha and A. M. Sayeed, “Transmit Signal Design for Optimal Estimation of Correlated
`MIMO Channels,” IEEE Transactions on Signal Processing, pp. 546-557, Feb. 2004.
`[41] K. Liu, V. Raghavan and A. M. Sayeed, “Capacity Scaling and Spectral Efficiency in Wideband Corre-
`lated MIMO Channels,” IEEE Transactions on Information Theory (special issue on MIMO systems),
`pp. 2504-2526, October 2003.
`[42] R. Brooks, P. Ramanathan and A. M. Sayeed, “Distributed Target Classification and Tracking in Sensor
`Networks,” Proceedings of the IEEE, pp. 1163-1171, August 2003. Invited.
`[43] Z. Hong, K. Liu, R. Heath, A. M. Sayeed, “Spatial Multiplexing in Correlated Fading Via the Vir-
`tual Channel Representation,” IEEE Journal on Selected Areas in Communications (special issue on
`MIMO Systems and Applications), vol. 21, no. 5, pp. 856-866, June 2003.
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`[44] A. Ganesan and A. M. Sayeed, “A Virtual Input-Output Framework for Transceiver Analysis and
`Design for Multipath Fading Channels,” IEEE Transactions on Communications, pp. 1149-1161,
`June 2003.
`[45] E. N. Onggosanusi, A. M. Sayeed, and B. D. Van Veen, “Efficient Signaling Schemes for Wideband
`Space-Time Wireless Channels Using Channel State Information,” IEEE Transactions on Vehicular
`Technology, pp. 1-13, Jan. 2003.
`[46] T. Kadous and A. M. Sayeed, “Equivalence of Linear MMSE Detection in DS-CDMA and MC-
`CDMA Systems Over Time and Frequency Selective Channels,” EURASIP Journal on Applied Signal
`Processing (special issue on multiuser detection), vol. 2002, no. 12, pp. 1335-1354, December 2002.
`[47] A. M. Sayeed, “Deconstructing Multi-Antenna Fading Channels,” IEEE Transactions on Signal Pro-
`cessing, vol. 50, no. 10, pp. 2563-2579, October 2002.
`[48] M. Baissas and A. M. Sayeed, “Pilot-Based Estimation of Time-Varying Multipath Channels for Co-
`herent CDMA Receivers,” IEEE Transactions on Signal Processing, vol. 50, no. 8, pp. 2037-2049,
`August 2002.
`[49] E. N. Onggosanusi, A. M. Sayeed, and B. D. Van Veen, “Multiaccess Interference Suppression in
`Canonical Space-Time Coordinates: A Decentralized Approach,” IEEE Transactions on Communica-
`tions, vol. 50, no. 5, pp. 833-844, May 2002.
`[50] D. Li, K. Wong, Y. H. Hu, and A. M. Sayeed, “Detection, Classification and Tracking of Targets in
`Distributed Sensor Networks,” IEEE Signal Processing Magazine, vol. 19, no. 2, pp. 17-29, March
`2002. Invited.
`[51] E. N. Onggosanusi, A. M. Sayeed, and B. D. Van Veen, “Optimal Antenna Diversity Signaling for
`Wideband Systems Utilizing Channel Side Information,” IEEE Transactions on Communications, vol.
`50, no.2, pp. 341-353, February 2002.
`[52] T. A. Kadous and A. M. Sayeed, “Decentralized Multiuser Detection for Time-Varying Multipath
`Channels,” IEEE Transactions on Communications, pp. 1840-1852, November 2000.
`[53] E. N. Onggosanusi, A. M. Sayeed and B. D. Van Veen, “Canonical Space-Time Processing for Wire-
`less Communications,” IEEE Transactions on Communications, pp. 1669-1680, October 2000.
`[54] S. Bhashyam, A. M. Sayeed, and B. Aazhang, “Time-Selective Signaling and Reception over Multi-
`path Fading Channels,” IEEE Transactions on Communications, pp. 83-94, January 2000.
`[55] B. S. Krongold, A. M. Sayeed, M. Moehring, J. A. Ritcey, M. Spencer, and D. L. Jones, “Time-
`Scale Detection of Microemboli in Flowing Blood with Doppler Ultrasound,” IEEE Transactions on
`Biomedical Engineering, pp. 1081-1089, September 1999.
`[56] A. M. Sayeed, E. N. Onggosanusi and B. D. Van Veen, “A Canonical Space-Time Characterization of
`Mobile Wireless Channels,” IEEE Communications Letters, pp. 94-96, April 1999.
`[57] A. M. Sayeed and B. Aazhang, “Joint Multipath-Doppler Diversity in Mobile Wireless Communica-
`tions,” IEEE Transactions on Communications, pp. 123-132, January 1999.
`[58] A. M. Sayeed, A. Sendonaris, and B. Aazhang, “Multiuser Detection in Fast Fading Multipath Envi-
`ronments,” IEEE Journal on Selected Areas in Communications (Special Issue on Signal Processing
`for Wireless Communications) , pp. 1691-1701, December 1998.
`[59] A. M. Sayeed, “On the Equivalence of the Operator and Kernel Methods for Joint Distributions of
`Arbitrary Variables,” IEEE Transactions on Signal Processing, vol. 45, pp. 1067–1070, April 1997.
`[60] A. M. Sayeed and D. L. Jones, “Equivalence of Generalized Joint Signal Representations of Arbitrary
`Variables,” IEEE Transactions on Signal Processing, vol. 44, pp. 2950–2970, December 1996.
`[61] A. M. Sayeed and D. L. Jones, “Optimum Quadratic Detection and Estimation Using Generalized
`Joint Signal Representations,” IEEE Transactions on Signal Processing, pp. 3031–3043, December
`1996.
`
`9
`
`Jawbone's Exhibit No. 2003, IPR2023-01134
`Page 009
`
`

`

`[62] A. M. Sayeed and D. L. Jones, “Integral Transforms Covariant to Unitary Operators and their Impli-
`cations for Joint Signal Representations,” IEEE Transactions on Signal Processing, pp. 1365–1377,
`June 1996.
`[63] A. M. Sayeed and D. L. Jones, “A Canonical Covariance-Based Method for Generalized Joint Signal
`Representations,” IEEE Signal Processing Letters, vol. 3, pp. 121–123, April 1996.
`[64] A. M. Sayeed, P. Lander, and D. L. Jones, “Improved Time-Frequency Filtering of Signal-Averaged
`Electrocardiograms,” Journal of Electrocardiology, vol. 28, pp. 53–58, Supplement, 1995.
`[65] A. M. Sayeed and D. L. Jones, “Optimal Detection using Bilinear Time-Frequency and Time-Scale
`Representations,” IEEE Transactions on Signal Processing, vol. 43, pp. 2872–2883, December 1995.
`[66] A. M. Sayeed and D. L. Jones, “Optimal Kernels for Nonstationary Spectral Estimation,” IEEE Trans-
`actions on Signal Processing, vol. 43, pp. 478–491, February 1995.
`
`Invited Conference Presentations
`
`[1] A. Sayeed, “Multi-Aperture Phased Arrays Versus Multi-beam Lens Arrays for mmW Multiuser
`MIMO”, Asilomar Conference on Signals, Systems and Computers, November 2017.
`[2] A. Sayeed, C. Hall and Y. Zhu, “A Lens Array Multi-beam MIMO Testbed for Real-Time mmWave
`Communication and Sensing,” First ACM Workshop on Millimeter-Wave Networks and Sensing Sys-
`tems, October 2017.
`[3] J. Brady and A. Sayeed, “High Dimensional Differential Beamspace MIMO: Basic Theory and Ar-
`chitectures,” IEEE Global Conference on Signal and Information Processing (GlobalSIP), December
`2015.
`[4] A. Sayeed and N. Behdad, “Continuous Aperture Phased MIMO: Basic Theory and Applications,”
`Allerton Conference on Communications, Control and Computing, September 2010.
`[5] W. Bajwa, A. Sayeed and R. Nowak, “A Restricted Isometry Property for Structurally-Subsampled
`Unitary Matrices,” Allerton Conference on Communications, Control and Computing, September
`2009.
`[6] W. Bajwa, A. Sayeed and R. Nowak, “Sparse Multipath Channels: Modeling and Estimation,” 2009
`IEEE DSP Workshop, Marco Island, FL, Jan 2009.
`[7] T. Sivanadyan and A. Sayeed, “Space-time Reversal Techniques for Wideband MIMO Communica-
`tion,” Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, October 2008.
`[8] W. Bajwa, A. Sayeed and R. Nowak, “Compressed Sensing of Wireless Channels in Time, Frequency,
`and Space,” Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, October
`2008.
`[9] E. Kang and A. Sayeed, “Space-Frequency Coding for MIMO-OFDM Systems with Limited Feed-
`back,” Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, October 2008.
`[10] T. Sivanadyan and A. Sayeed, “Active Wireless Sensing over Multipath Channels,” 2008 Sensor, Sig-
`nal and Information Processing Workshop, Sedona, AZ, May 2008.
`[11] G. Hariharan and A. Sayeed, “Finite Energy Communication over Wideband Sparse Multipath Chan-
`nels, the 2008 Workshop on Information Theory and Applications, UCSD, San Diego, January 2008.
`[12] A. Sayeed and V. Raghavan, “On the Impact of Reconfigurable Antenna Arrays in Cognitive Radio,”
`the 2007 International Conference on Acoustics, Speech and Signal Processing, April 2007.
`[13] G. Hariharan and A. Sayeed, “Non-coherent Capacity and Reliability of Sparse Multipath Channels in
`the Wideband Regime,” 2nd Workshop on Information Theory and Applications, UCSD, San Diego,
`January 2007.
`
`10
`
`Jawbone's Exhibit No. 2003, IPR2023-01134
`Page 010
`
`

`

`[14] T. Sivanadyan and A. Sayeed, “Source-Channel Communication Protocols and Tradeoffs in Active
`Wireless Sensing,” the 44th Annual Allerton Conference on Communications, Control and Comput-
`ing, Monticello, IL, September 2006.
`[15] A. Sayeed, “Sparse Multipath Wireless Channels: Modeling and Implications,” the 14-th Annual
`Workshop on Adaptive Sensor Array Processing (ASAP 2006), MIT Lincoln Labs, June 2006.
`[16] W. Bajwa, J. Haupt, A. Sayeed, and R. Nowak, “A Universal Matched Source-Channel Communica-
`tion Scheme for Wireless Sensor Networks, 2006 IEEE I

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