Michael L. Honig
`Curriculum Vitae, October 2017
`
`Academic Title: Professor
`Department of Electrical Engineering & Computer Science
`Northwestern University
`Evanston, IL 60208
`Tel: (847)-491-7803
`FAX: (847)-491-4455
`email: mh@eecs.northwestern.edu
`
`Education
`
`Ph.D. in Electrical Engineering
`University of California, Berkeley, May 1981
`
`M.S. in Electrical Engineering
`University of California, Berkeley, May 1978
`
`B.S. with Honors in Electrical Engineering
`Stanford University, May 1977
`
`Professional Experience
`
`Since 10/94
`
`Professor
`Department of Electrical & Computer Engineering
`Northwestern University, Evanston, IL
`Teaching and research in communications, networks,
`and signal processing.
`
`Feb-May 2016
`
`Visiting Scholar
`Institute for Network Coding
`Chinese University of Hong Kong
`
`April 2012
`
`Visiting Scholar
`CSIRO Information Communication and Technology Centre
`Marsfield, New South Wales, Australia
`
`Summers 2007-10 Visiting Humboldt Scholar
`School of Electrical Engineering and Information Technology
`Technical University of Munich
`
`Fraunhofer Ex 2004-1
`Sirius XM v Fraunhofer, IPR2018-00689
`
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`Honig CV
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`Page 2 of 38
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`Professional Experience (cont.):
`
`Fall 2004
`
`Fall 2000
`
`8/99, 8/01
`
`6-9/96
`
`6-9/96
`
`11/83-10/94
`
`7/81-11/83
`
`Visiting Fellow
`Department of Electrical Engineering
`Princeton University
`
`Visiting Scholar
`Department of Electrical Engineering & Computer Science
`University of California, Berkeley
`
`Visiting Scholar
`Sydney University (also 9/97) and Southen Poro Communications
`Sydney, Australia
`
`Summer Faculty
`NRaD (Naval Research and Development facility)
`San Diego, Ca.
`
`Visiting Scholar
`University of California, San Diego
`(Joint appointment with NRaD)
`
`Member of Technical Staff
`Computing and Communications Research Department
`Bellcore, Morristown, New Jersey
`
`Member of Technical Staff
`Data Theory Group, Bell Laboratories
`Holmdel, New Jersey
`
`Consulting
`
`7/10-1/16
`
`Nokia Solutions and Networks (previously Motorola)
`Design and analysis of algorithms for cellular networks.
`
`8/09-2/11
`
`WiLan vs. LG: Expert consultant for LG
`
`5/07-8/08
`
`4/06-4/07
`
`Agere vs. Sony: Expert witness for Sony.
`The case was concerned with a CDMA patent for 802.11b.
`
`Broadcom vs. Qualcomm: Expert witness for Broadcom.
`The case was concerned with patents for UMTS (CDMA) receivers.
`
`Fraunhofer Ex 2004-2
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`Consulting (cont.):
`
`6/02-10/03
`
`In-Flight vs. AT&T: Expert witness for AT&T.
`The case was concerned with an air-to-ground communication system.
`
`Various activities in the area of wireless communications and signal processing
`for Motorola, SAIC, University of Chicago, and Ameritech.
`
`Honors and Awards
`
`2017 IEEE WCNC best paper award (with X. Chen, Z. Zhou, and D. Guo)
`
`Distinguished speaker, Singapore University of Technology and Design,
`March 2014
`
`IEEE Information Theory Society Board of Governors, 1996--2002,
`2012-2015
`
`Booz Allen distinguished colloquium speaker
`ECE Department, University of Maryland, College Park (Nov. 2012)
`
`2012 IEEE WCNC best paper award -- MAC and Cross-Layer Design
`(with C. Shi, S. Nagaraj, and P. Fleming)
`
`2010 Marconi prize paper award (IEEE Communications Society)
`(with Y. Zhu, D. Guo)
`
`Humboldt Research Award for Senior U.S. Scientists (2007)
`(Alexander von Humboldt Foundation)
`
`Visiting Wei Lun professor, Chinese University of Hong Kong (2008)
`
`Included in ISI list of highly cited researchers.
`
`2002 IEEE Communications Society and Information Theory Society
`Joint Paper Award (with W. Xiao)
`
`Fellow of IEEE, 1997
`
`Ameritech Professor of Information Technology
`Department of Electrical & Computer Engineering
`Northwestern University, 9/1/94-8/31/97
`
`F.E. Terman Award for Academic Excellence, 1976
`
`Fraunhofer Ex 2004-3
`Sirius XM v Fraunhofer, IPR2018-00689
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`Page 4 of 38
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`Research Interests
`
`Wireless and multiuser communications/networks
`
`Signal processing, adaptive filtering
`
`Data communications networks;
`Modeling, performance analysis, and simulation of networks
`and distributed systems
`
`Modeling of macro-economic systems
`
`Courses Taught
`
`At Northwestern:
`Wireless Communications (EECS 380), Analog Communications (EECS 307),
`Digital Communications (EECS 478), Information Theory (EECS 428),
`Adaptive Filters (EECS 463), Wireless Technologies (for MSIT program),
`Engineering Analysis (Gen_Eng 205-1)
`
`Topics in Signal Processing
`Technical University of Munich, Summer 2014
`
`Topics in Digital Communications
`Technical University of Munich, Summer 2007
`
`Wireless Communications (EECS 290S)
`University of California, Berkeley, Fall 2000
`
`Signal Analysis and Communications Systems (EE 485)
`Visiting Lecturer (Professor), Princeton University, Fall 1993
`
`Advances in Coding and Equalization for Bandlimited Channels
`Short course given at the Universidad Polytecnica de Madrid, Jan. 1991
`
`Selected Topics in Adaptive Filtering and Data Communications
`Short course given at Tsing Hua University, Beijing, China, July 1988
`
`Fraunhofer Ex 2004-4
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`Professional Activities
`
`Member, IEEE Information Theory Society awards committee (2014-2015)
`
`Member, advisory board, NSF Center for the Science of Information (2013)
`
`Member, IEEE Fellow Committee for the Information Theory Society (2008-11)
`
`Member, IEEE Information Theory Society awards committee (2008)
`
`Member, National Research Council committee
`R&D strategies to improve surface transportation security
`
`National Science Foundation panel member
`Various panels related to signal processing and communications
`
`Editorships, Conference Committees
`
`Guest editor, IEEE Communications Magazine,
`special issue on LTE-Advanced Pro (Parts 1-3), May-July 2016
`
`Tutorials chair, Wireless Communications and Networking Conference, 2017
`
`Co-organizer (with R. Berry), session on "Heterogeneous Networks",
`Communication Theory Workshop, Dana Point, Ca., May 2015.
`
`Panel organizer and moderator: "Spectrum Management and Policy",
`IEEE Globecom 2013, Atlanta, Georgia.
`
`Technical Program Committee Co-Chair (with A. Guillen i Fabregas and A. Orlitsky),
`2013 IEEE Information Theory Workshop, Sevilla, Spain
`
`Co-chair (with Randall Berry), 2012 IEEE Communication Theory Workshop
`
`Co-chair (with Randall Berry, Rakesh Vohra), Spectrum Markets Workshop,
`Northwestern University, June 2011.
`
`Guest editor, Journal of Selected Areas in Signal Processing
`Special issue on "Performance Limits of Ultra-Wideband Systems", October 2007.
`
`Editor, Foundations and Trends in Communications and Information Theory
`(since 2003)
`
`Editor for Communications,
`IEEE Transactions on Information Theory, 9/97-10/00
`
`Editor for Communication Theory
`IEEE Transactions on Communications, 10/90-10/95
`
`Fraunhofer Ex 2004-5
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`Editorships, Conference Committees (cont.):
`
`Guest editor, European Transactions on Telecommunications
`Focus on "Signal Processing for DS-CDMA", Sept/Oct 1998
`
`Guest editor, Wireless Personal Communications: An International Journal
`Special issue: Interference in Mobile Wireless Systems, Nov 1997.
`
`Guest editor, European Transactions on Telecommunications
`Focus on "Economics of Telecommunications", July-August 1995
`
`Digital Signal Processing Technical Committee, 1993-1996
`IEEE Signal Processing Society
`
`Program Committee Member
`2016 International ITG Workshop on Smart Antennas
`2016 Iran Workshop on Communication and Information Theory
`2015 Iran Workshop on Communication and Information Theory
`2014 International Symposium on Information Theory
`2012 International Symposium on Information Theory
`2011 International Symposium on Modeling and Optimization in
`Mobile, Ad-hoc and Wireless Networks (WiOpt)
`2010 Military Communications Conference
`2010 International Conference on Communications
`2009 Information Theory Workshop
`2009 International Symposium on Modeling and Optimization in
`Mobile, Ad-hoc and Wireless Networks (WiOpt)
`2008 International Symposium on Information Theory
`2008 International Symposium on Modeling and Optimization in
`Mobile, Ad-hoc and Wireless Networks (WiOpt)
`2007 Workshop on Resource Allocation in Wireless NETworks (RAWNET)
`2006 International Symposium on Information Theory
`2006 International Symposium on Modeling and Optimization in
`Mobile, Ad-hoc and Wireless Networks (WiOpt)
`2006 International Conference on Communications
`2005 Signal Processing Advances for Wireless Communications
`2004 International Symposium on Information Theory
`2003 Baiona Workshop on Signal Processing in Communications
`2000 International Symposium on Information Theory
`2000 Conference on Communications and Information Sciences and Systems
`2000 IEEE Singapore International Conference on Communication Systems
`1999 Vehicular Technology Conference
`1998 International Symposium on Information Theory
`
`Fraunhofer Ex 2004-6
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`Page 7 of 38
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`Editorships, Conference Committees (cont.):
`
`Session chair:
`Communication Theory Workshop (2015)
`Allerton Conference (1997,2012)
`International Symposium on Information Theory
`(1997,1998,2000,2004,2005,2006,2007,2010,2011)
`Globecom Conference (2005,2010)
`Information Theory and Applications Workshop (University of Ca., San Diego)
`(2008,2010)
`International Conference on Communications (2006,2008)
`Communication Theory Workshop (1999,2008)
`Cognitive Radio Oriented Wireless Networks and Communications (CrownCom) (2007)
`Princeton Conf. on Communications and Information Sciences and Systems
`(1993,2000,2004)
`IEEE Vehicular Technology Conference (1995,1996)
`IEEE International Conference on Acoustics, Speech, and Signal Processing
`(1993)
`
`Funded Research Projects
`
`1. Futurewei, Inc., "Resource Allocation in Heterogeneous Networks",
`(50% with D. Guo), 2/16-17.
`2. Futurewei, Inc., "Crossing the Millimeter Wav e Frontier",
`(50% with D. Guo), 6/16.
`3. Nokia Networks, "Distributed Interference Cancellation
`and Cooperation in Cellular Networks", 9/14-16.
`4. Futurewei, Inc., "Resource Allocation in Heterogeneous Networks",
`(50% with D. Guo), 2/15.
`5. Futurewei, Inc., "Allocation and Sharing of Licensed and
`Unlicensed Spectrum in Heterogeneous Networks",
`(50% with D. Guo), 2/14.
`6. National Science Foundation, EARS program,
`"Spectrum Sharing in the Shadow of Uncertainty",
`(25% with R. Berry, V. Subramanian, and R. Vohra),
`1/13-17.
`7. Cisco, "Graph-Based Modeling and Algorithms for Inteference Mitigation",
`(50% with D. Guo), 4/13.
`8. Futurewei, Inc., "Resource and Interference Management for Dense
`Het-Nets", (50% with D. Guo), 5/13.
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`9. National Science Foundation, EARS program,
`"Market Structures for Efficient Spectrum Sharing",
`(25% with R. Berry, V. Subramanian, and R. Vohra),
`1/13-1/14.
`10. Futurewei, Inc., "Topology Adaptation and Interference Management
`for Het-Nets", (50% with D. Guo), 3/12-3/13.
`11. Futurewei, Inc., "Cooperation and Information Exchange
`in Cellular Networks", (50% with D. Guo), 11/10-11/11.
`12. National Science Foundation, CISE program,
`"Limited Feedback and Information Exchange for Wireless Systems",
`(50% with D. Guo), 9/1/10-8/30/13.
`13. National Science Foundation, NeTS program,
`"Spectrum Markets for Wireless Services",
`(35% with R. Berry and R. Vohra), 8/1/09-7/31/13.
`14. Army Research Office,
`"Dynamic Spectrum Sharing with Limited Network State Information",
`(50% with R. Berry), 7/1/06-6/30/10.
`15. Motorola-Northwestern Center for Telecommunications,
`"Scheduling and Resource Allocation for MIMO OFDM Networks",
`(50% with R. Berry), 9/1/06-8/31/10.
`16. National Science Foundation, NeTS program,
`"Smart Markets for Smart Radios",
`(35% with R. Berry and R. Vohra), 9/1/05-8/31/10.
`17. National Science Foundation and Army Research Office,
`"Adaptive Transceivers for Wireless Networks",
`9/1/03-8/31/07.
`18. Motorola-Northwestern Center for Telecommunications,
`"Dynamic Spectrum Sharing with Cognitive Radios",
`9/1/04-8/31/07.
`19. Mayflower Communications (SBIR), "Multistage Antenna Array
`based Adaptive Signal Processing for Wideband Systems", 12/1/06-6/1/07.
`20. Motorola-Northwestern Center for Telecommunications,
`"Design and Performance of Ad Hoc Cooperative Wireless Networks",
`(50% with R. Berry), 9/1/03-8/31/06.
`21. Motorola University in Partners Research Grant,
`"Advanced Receivers for Mobile Cellular Systems",
`9/1/04-8/31/07.
`22. Motorola,
`"Link Layer Adaptation for Wireless Packet Data Systems",
`9/1/01-8/31/04.
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`Page 9 of 38
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`23. National Science Foundation,
`"Adaptive Reduced-Rank Interference Suppression: Algorithms,
`Performance, and Low-Power VLSI" (50% with M. Sarrafzadeh),
`9/1/00-8/31/04.
`24. National Science Foundation,
`"Dynamic Resource Allocation for Code-Division Multiple Access",
`(60% with S. Jordan), 10/1/99-9/30/03.
`25. Motorola,
`"Multi-cell Dynamic Resource Allocation" (60% with Randy Berry),
`9/1/01-8/31/03.
`26. Army Research Office,
`"Adaptive Signal Processing Techniques for Spread Spectrum
`Multiple Access",
`8/1/99-7/31/02.
`27. National Science Foundation,
`"Multiuser Pulse Optimization for Mobile Cellular
`Communications with Coordinating Base Stations",
`9/1/96-8/30/99.
`28. Army Research Office,
`"Linear Interference Suppression for Direct-Sequence
`Code-Division Multiple-Access", 8/15/96-8/14/99.
`29. Motorola,
`"Adaptive Spatial Interference Suppression",
`9/1/96-8/30/99.
`30. European Space Agency,
`"Applicability of Adaptive Interference Mitigation
`Techniques to Satellite CDMA Radio Networks",
`11/15/97-11/14/98.
`31. Center for Research on Applied Signal Processing,
`"Blind Space-Time Multiuser Detection",
`9/1/98-8/30/99.
`32. Ameritech Cellular,
`"Modeling of the Cellular Digital Packet Data Protocol",
`1/1/96-5/15/96.
`
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`Page 10 of 38
`
`Invited Talks (since 2009)
`
`1. The Value of Shared Spectrum, plenary talks given at
`• Iranian Workshop on Communications and Information Theory,
`Tehran, May 2017.
`• Communication Theory Workshop, Natadola Bay, Fiji, June 2017.
`• Also given at Huawei University Day, August 2017.
`2. Valuing Spectrum Allocations, plenary talk, 5G Workshop at Globecom,
`Washington D.C., Dec. 2016.
`3. Macro-economic Effects of Credit Shocks: Loan Rigidities and System Memory,
`Center for Science of Information, Purdue University, November 2016.
`4. Uplink Resource Allocation with Cooperation,
`Huawei University Day, August 2016.
`5. Tr affic-Driven Resource Allocation Over Slow Time-Scales,
`International Tyrrhenian Workshop, Livorno, Italy, Sep. 2016.
`6. Slow Resource Allocation for Heterogeneous Networks,
`Institute for Network Coding, Chinese University of Hong Kong.
`7. The Impact of Unlicensed Spectrum Allocations,
`Institute for Network Coding, Chinese University of Hong Kong, Feb. 2016.
`8. The Impact of Unlicensed Spectrum on Small-Cell Resource Allocation,
`given at Huawei University Day, Rolling Meadows, August 2015.
`9. Wireless Research at Northwestern University,
`presentation to Huawei executives, Rolling Meadows, October 2014.
`10. The Case Against Unlicensed Spectrum, giv en at Huawei University Day,
`Rolling Meadows, August 2014.
`11. The Cost of Free Spectrum, giv en at
`• Workshop on Advances in Wireless Communications, held at
`Southeast University, Nanjing, China, and UESTC, Chengdu, China,
`July 2014;
`• University of Erlangen, July 2014;
`• Singapore University of Technology and Design,
`March 2014;
`• Workshop on Information Theory and Applications (ITA),
`San Diego, February 2014.
`
`12.
`
`Interference Cancellation and Antenna Selection Techniques
`for Small-Cell Clusters, giv en at Nokia Siemens Networks,
`Oulu, Finland, June 2013.
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`13. Power and Beam Optimization in Interference Networks,
`given at the University of Oulu, June 2013.
`14. Analog Interference Pricing for Joint Power Control and
`Beamforming,
`Information Theory and Applications Workshop, UCSD, Feb. 2013.
`15. Dynamic Spectrum Markets, giv en at
`• COIN Workshop, Universität Ruhr, Bochum, Germany, October 2012
`• Huawei University Day, Ottawa, Canada, August 2012
`• CSIRO, Marsfield, New South Wales, Australia, May 2012
`• Technical University of Munich, December 2011
`16. Adaptive Beamforming in Interference Networks, giv en at
`• Department of EE, Kasetsart University, Bangkok, Thailand,
`July 2012
`• CSIRO, Marsfield, New South Wales, Australia, April 2012
`• Motorola Mobility, August 2011
`• Motorola Network Solutions, March 2011
`• Huawei, March 2011
`• Comonsens Coordination Meeting, A Coruna, Spain, July 2010
`• Technical University of Berlin, July 2010
`17. Uplink/Downlink Bi-Directional Training for MIMO Cellular Networks,
`Allerton Conf, Sep. 2011.
`18. Spectrum Markets, 1/2-day tutorial given at the
`IEEE Dynamic Spectrum Sharing (DySPAN) Conference,
`Aachen, Germany, May 2011.
`Interference Alignment in MIMO Cellular Networks,
`Information Theory and Applications Workshop, UCSD, Feb. 2011.
`20. Distributed Optimization in MIMO Interference Networks,
`University of Illinois, Chicago, Feb. 2010
`21. Distributed Methods for Interference Management, giv en at
`• Motorola, Arlington Heights, IL, Jan 2010
`• Huawei, Rolling Meadows, IL, Feb. 2010
`22. Beamforming Techniques for Single-Beam MIMO Interference Networks,
`Allerton Conf., Oct 2010
`23. Adaptive Beamforming in Interference Networks via Bi-Directional Training,
`Princeton Conf. on Information Sciences and Systems (CISS), March 2010
`
`19.
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`Page 12 of 38
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`24. Minimum Mean Squared Error Interference Alignment,
`UCSD Workshop on Information Theory and Applications, Feb. 2010
`25. Battle of the Bandwidths: Spectrum Markets, Interference Management,
`and Wireless System Design, giv en at
`• Chinese University of Hong Kong, March 2009
`(Wei Lun lecture)
`• Northwestern University (meet the faculty seminar), May 2009
`• Maturing Internet Studies Workshop, Northwestern University (School of Law),
`May 2009
`• Communication Theory Workshop, Cancun, May 2010
`26. Complementarities in Spectrum Markets,
`Allerton Conf., October 2009
`27. Feedback and Information Exchange in Wireless Networks,
`Hong Kong University of Science and Technology, March 2009
`28. Channel State Feedback with Multicarrier Modulation:
`A Rate-Distortion Approach,
`UCSD Workshop on Information Theory and Applications, Feb. 2009
`
`Fraunhofer Ex 2004-12
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`Page 13 of 38
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`Patents
`
`1. S. Nagaraj, M. Honig, and K. Zeineddine, "Methods and Apparatus for
`Coordinated Multipoint Communication", Publication number 20160105221,
`April 2016 (filed Oct. 2015).
`2. C. Sankaran, P. Fleming, E. Visotsky, and M. Honig, "Downlink Power Control
`Using Relative Load", Patent Number 9,078,224, July 7, 2015.
`3. P. Fleming, S. Nagaraj, R. M. Ramakrishna, and M. Honig, "Methods and
`Apparatus for Interference Management", Patent Number 8,903,369, Dec. 2,
`2014.
`4. M. L. Honig and V. Tripathi, "Adaptive Turbo Decision Feedback Equalization",
`Patent Number 7,088,770, August 8, 2006.
`5. M. L. Honig, "Reduced-Rank Adaptive Filtering", Patent Number 6,956,897, Oct.
`18, 2005.
`6. V. Tripathi, R. Peterson, E. Visotsky, and M. L. Honig, "Reliability-Based Type-II
`Hybrid ARQ Scheme", Patent Number 6,671,849, Dec. 30, 2003.
`7. M. L. Honig and U. Madhow, "Hybrid Intra-Cell TDMA/Inter-Cell CDMA for
`Wireless Networks", Patent Number 5,481,533, Jan. 2, 1996.
`8. M. L. Honig and U. Madhow, "Interference Suppression Schemes for Spread
`Spectrum Code Division Multiple Access", Patent Number 5,343,496, Aug. 30,
`1994.
`9. P. Crespo and M. L. Honig, "Rapidly Converging Adaptive IIR Algorithms for an
`Adaptive Pole-Zero Decision Feedback Equalizer", Patent Number 5,293,402,
`March 8, 1994.
`10. P. Crespo, M. L. Honig, and J. A. Salehi, "A Code Division Multiple Access
`Technique with Arbitrary Spectral Shaping". Four patents have been issued with
`this title: Patent Numbers 5,173,923 (December 22, 1992), 5,175,743 (December
`29, 1992), 5,175,744 (December 29, 1992), and 5,177,768 (January 5, 1993).
`11. P. Crespo and M. L. Honig, "Wideband Digital Equalizers for Subscriber Loops",
`Patent Number 5,031,194, July 9, 1991.
`
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`Publications, M. Honig
`
`Books and Book Chapters
`
`1. T. Alpcan, H. Boche, M. L. Honig, and H. V. Poor, Editors, "Mechanisms and
`Games for Dynamic Spectrum Allocation", Cambridge University Press, 2013.
`2. M. L. Honig (Ed.), "Advances in Multiuser Detection", J. Wiley & Sons, Inc.,
`Hoboken, NJ, August 2009.
`3. M. L. Honig, "Overview of Multiuser Detection", Chapter 1 in [1].
`4. M. Peacock, I. Collings, and M. L. Honig, "Performance with Random
`Signatures", Chapter 4 in [1].
`5. M. L. Honig and H. V. Poor, "Adaptive Interference Mitigation", in Wireless
`Communications: A Signal Processing Perspective, H. V. Poor and G. Wornell,
`Eds., Prentice-Hall, Chapter 2, pp. 64-128, Englewood Cliffs, NJ, 1998.
`6. M. L. Honig and M. Barton, "Baseband Signaling and Pulse Shaping", Mobile
`Communications Handbook, Third Ed., Jerry Gibson, Ed., CRC Press, pp. 35-54,
`2012.
`7. K. Steiglitz, M. L. Honig, and L. Cohen, "A Computational Market Model Based
`on Individual Action", in Market-Based Control: A Paradigm for Distributed
`Resource Allocation, S. Clearwater, Ed., World Scientific, Hong Kong, pp. 1-27,
`1996.
`8. D. J. Hajela and M. L. Honig, "On Finding Maximally Separated Signals for
`Digital Communications",
`in Open Problems
`in Communication and
`Computation, T. Cover and B. Gopinath Eds., Springer-Verlag, New York, pp.
`92-99, 1987.
`9. M. L. Honig and D. G. Messerschmitt, Adaptive Filters: Structures, Algorithms,
`and Applications, Kluwer Academic Publishers, 1985.
`
`Journal Publications
`
`1. C. Chen, R. Berry, M. L. Honig, V. Subramanian, ‘‘Competitive Resource
`Allocation in HetNets: the Impact of Small-cell Spectrum Constraints and
`Investment Costs",
`IEEE Transactions on Cognitive Communications and
`Networking, Vol. 3, No. 3, pp. 478-490, Sep. 2017.
`2. B. Zhuang, D. Guo, E. Wei, and M. L. Honig, ‘‘Scalable spectrum allocation and
`user association in networks with many small cells", IEEE Transactions on
`Communications, Vol. 65, No. 7, pp. 2931-2942, July 2017.
`
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`Publications, M. Honig
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`Page 15 of 38
`
`3. Z. Zhou, D. Guo, and M. L. Honig, ‘‘Licensed and unlicensed spectrum allocation
`in heterogeneous networks", IEEE Transactions on Communications, Vol. 65, No.
`4, pp. 1815--1827, April 2017.
`4. F. Teng, D. Guo, and M. L. Honig, ‘‘Sharing of unlicensed spectrum by strategic
`operators", IEEE Journal on Selected Areas in Communications, Vol. 35, No. 3,
`pp. 668--679, March 2017.
`5. T. Hazlett and M. L. Honig, ‘‘Valuing Spectrum Allocations", Michigan
`Telecommunications and Technology Law Review. Vol. 23, p. 45, 2016.
`6. T. Nguyen, H. Zhou, R. Berry, M. L. Honig, and R. Vohra, "The Cost of Free
`Spectrum", Operations Research, Vol. 64, No. 6, pp. 1217-1229, Aug. 2016.
`7. K. Zeineddine, M. L. Honig, and S. Nagaraj, "Uplink Power Allocation for
`Distributed Interference Cancellation with Channel Estimation Error", IEEE
`Tr ansactions on Wireless Communications, Vol. 15, No. 10, pp. 6785-6796, Oct.
`2016.
`8. B. Zhuang, D. Guo, and M. L. Honig, "Energy-Efficient Cell Activation, User
`Association, and Spectrum Allocation in Heterogeneous Networks", Journal on
`Selected Areas in Communications, Vol. 34, No. 4, April 2016.
`9. B. Zhuang, D. Guo, and M. L. Honig, "Traffic-Driven Spectrum Allocation in
`Heterogeneous Networks", IEEE Journal on Selected Areas in Communications,
`vol. 33, No. 10, pp. 2027-2038, Oct 2015.
`10. M. Xu, D. Guo, and M. L. Honig, "Distributed Bi-Directional Training of
`Nonlinear Precoders and Receivers in Cellular Networks", IEEE Transactions on
`Signal Processing, vol. 63, No. 21, pp. 5597-5608, Nov. 2015.
`11. C. Shi, R. A. Berry, M. L. Honig, "Bi-Directional Training for Adaptive
`Beamforming and Power Control in Interference Networks," IEEE Transactions
`on Signal Processing, vol.62, no.3, pp.607-618, Feb. 2014.
`12. D. Schmidt, C. Shi, R. Berry, M. L. Honig, and W. Utschick, "Comparison of
`Distributed Beamforming Algorithms for MIMO Interference Networks", IEEE
`Tr ansactions on Signal Processing, Vol. 61, No. 13, pp. 3476-3489, April 2013.
`13. M. Agarwal, D. Guo, and M. L. Honig, "Error Exponent for Gaussian Channels
`with Partial Sequential Feedback", IEEE Transactions on Information Theory,
`Vol. 59, No. 8, pp. 4757-4766, April 2013.
`14. M. Xu, D. Guo, and M. L. Honig, "Two-Cell Downlink Noncoherent Cooperation
`without Transmitter Phase Alignment",
`IEEE Transactions on Wireless
`Communications, Vol. 12, No. 8, pp. 3920-3931, May 2013.
`15. M. Xu, D. Guo, and M. L. Honig, "Multi-Carrier Beamforming with Limited
`Feedback: A Rate Distortion Approach", IEEE Trans. on Information Theory, Vol.
`59, No. 2, pp. 916-927, Sep. 2012.
`
`Fraunhofer Ex 2004-15
`Sirius XM v Fraunhofer, IPR2018-00689
`
`

`

`Publications, M. Honig
`
`Page 16 of 38
`
`16. H. Zhou, R. A. Berry, M. L. Honig, and R. Vohra, "Complexity of Allocation
`Problems in Spectrum Markets with Interference Complementarities", Journal on
`Selected Areas in Communications, Vol. 31, No. 3, pp. 489-499, March 2013.
`17. C. Guthy, W. Utschick, and M. L. Honig, "Large System Analysis of Sum
`Capacity in the Gaussian MIMO Broadcast Channel", Journal on Selected Areas
`in Communications, to appear, 2013.
`18. M. Agarwal, M. L. Honig, and B. Ata, "Adaptive Training for Correlated Fading
`Channels with Feedback" IEEE Transactions on Information Theory, vol. 58, no.
`8 (2012): 5398-5417.
`19. R. Berry, M. L. Honig, and R. Vohra, "Spectrum Markets: Motivation, Challenges,
`and Implications", IEEE Communications Magazine, Nov. 2010.
`20. W. Santipach and M. L. Honig, "Optimization of Training and Feedback
`Overhead for Beamforming over Block Fading Channels", IEEE Transactions on
`Information Theory, Dec. 2010.
`21. M. Agarwal, D. Guo, and M. L. Honig, "Limited-Rate Channel State Feedback
`for Multicarrier Block Fading Channels", IEEE Transactions on Information
`Theory, Nov. 2010.
`22. M. Agarwal and M. L. Honig, "Wideband Fading Channel Capacity with Training
`and Partial Feedback", IEEE Transactions on Information Theory, Vol. 56, No.
`10, pp. 4865-4873, Oct. 2010.
`23. Y. Zhu, D. Guo, and M. L. Honig, "A Message-Passing Approach for Joint
`Channel Estimation, Interference Mitigation and Decoding", IEEE Transactions
`on Wireless Communications, Vol. 8, No. 12, pp. 6008-6018, Dec. 2009.
`24. D. Schmidt, C. Shi, R. A. Berry, M. L. Honig, and W. Utschick, "Pricing
`Algorithms for Power Control and Beamformer Design
`in Interference
`Networks", IEEE Signal Processing Magazine, Vol. 26, No. 5, pp. 53-63,
`September 2009.
`25. M. Riemensberger, Y. Sagduyu, M. L. Honig, and W. Utschick, "Training
`Overhead for Decoding Random Linear Network Codes in Wireless Networks",
`IEEE Journal on Selected Areas in Communications, Vol. 27, No. 5, pp. 729-737,
`June 2009.
`26. W. Santipach and M. L. Honig, "Capacity of a Multi-Antenna Fading Channel
`with a Quantized Precoding Matrix", IEEE Transactions on Information Theory,
`Vol. 55, No. 3, pp. 1218-1234, March 2009.
`27. J. Chen, R. Berry, and M. Honig, "Limited Feedback Schemes for Downlink
`OFDMA Based on Sub-Channel Groups", IEEE Journal on Selected Areas in
`Communications, Vol. 26, No. 8, pp. 1451-1461, Oct. 2008.
`28. D. J. Ryan, I. V. L. Clarkson, I. B. Collings, D. Guo, and M. L. Honig, "QAM and
`PSK Codebooks for Limited Feedback MIMO Beamforming", IEEE Transactions
`on Communications, Vol. 57, No. 4, pp. 1184-1196, Feb. 2009.
`
`Fraunhofer Ex 2004-16
`Sirius XM v Fraunhofer, IPR2018-00689
`
`

`

`Publications, M. Honig
`
`Page 17 of 38
`
`29. J. Bae, E. Beigman, R. A. Berry, M. L. Honig, and R. Vohra, "Sequential
`Bandwidth and Power Auctions for Distributed Spectrum Sharing", IEEE Journal
`on Selected Areas in Communications, Vol. 26, No. 7, pp. 1193-1203, September
`2008.
`30. Y. Sun and M. L. Honig, "Asymptotic Capacity of Multi-Carrier Transmission
`with Frequency-Selective Fading and Limited Feedback", IEEE Transactions on
`Information Theory, Vol. 54, No. 7, pp. 2879-2902, July 2008.
`31. M. Peacock, I. B. Collings, and M. L. Honig, "Eigenvalue Distributions of Sums
`and Products of Large Random Matrices via Incremental Expansions", IEEE
`Tr ansactions on Information Theory, Vol. 54, No. 5, pp. 2123-2138, May 2008.
`32. K. Zachariades, M. L. Honig, and A. K. Katsaggelos, "Source Fidelity over
`Fading Channels: Performance of Erasure and Scalable Codes",
`IEEE
`Tr ansactions on Communications, Vol. 56, No. 7, pp. 1080-1091, July 2008.
`33. P. Liu, R. A. Berry, M. L. Honig, and S. Jordan, "Packet-Based Power Allocation
`for Forward Link Data Traffic", IEEE Transactions on Wireless Communications,
`Vol. 6, No. 8, pp. 2894-2903, August 2007.
`34. Y. Sun and M. L. Honig, "Performance of Reduced-Rank Equalization", IEEE
`Tr ansactions on Information Theory, Vol. 52, No. 10, pp. 4548-4562, October
`2006.
`35. M. Peacock, I. Collings, and M. L. Honig, "Unified Large System Analysis of
`MMSE and Adaptive Least Squares Receivers for a class of Random Matrix
`Channels", IEEE Transactions on Information Theory, Vol. 52, No. 8, pp.
`3567-3600, August 2006.
`36. Y. Sun and M. L. Honig, "Reduced-Rank Signature-Receiver Adaptation", IEEE
`Tr ansactions on Wireless Communications, Vol. 5, No. 10, pp. 2896-2902,
`October 2006.
`37. P. Liu, R. A. Berry, and M. L. Honig, "A Fluid Analysis of a Utility-Based
`Wireless Scheduling Policy", IEEE Transactions on Information Theory, Vol. 52,
`No. 7, pp. 2872-2889, July 2006.
`38. J. Huang, R. Berry, and M. L. Honig, "Distributed Interference Compensation for
`Wireless Networks", IEEE Journal on Selected Areas in Communications, Vol.
`24, No. 5, pp. 1074-1084, May 2006.
`39. M. Peacock, I. Collings, and M. L. Honig, "Asymptotic Spectral Efficiency of
`Multi-user Multi-Signature CDMA in Frequency-Selective Channels", IEEE
`Tr ansactions on Information Theory, Vol. 52, No. 3, pp. 1113-1129, March 2006.
`40. W. Santipach and M. L. Honig, "Signature Optimization for CDMA with Limited
`Feedback", IEEE Transactions on Information Theory, Vol. 51, No. 10, pp.
`3475-3492, October 2005.
`41. W. Xiao and M. L. Honig, ‘‘Large System Transient Behavior of Adaptive Least
`Squares Algorithms’’, IEEE Transactions on Information Theory, Vol. 51, No. 7,
`pp. 2447-2474, July 2005.
`
`Fraunhofer Ex 2004-17
`Sirius XM v Fraunhofer, IPR2018-00689
`
`

`

`Publications, M. Honig
`
`Page 18 of 38
`
`42. E. Visotsky, Y. Sun, V. Tripathi, M. L. Honig, and R. Peterson, "Reliability-Based
`Incremental Redundancy with Convolutional Codes", IEEE Transactions on
`Communications, Vol. 53, No. 6, pp. 987-997, June 2005.
`43. J. Huang, R. Berry, and M. L. Honig, "Wireless Scheduling with Hybrid ARQ",
`IEEE Transactions on Wireless Communications, Vol. 4, No. 6, pp. 2801--2810,
`Nov. 2005.
`44. C. Zhou, M. L. Honig, and S. Jordan, "Utility-Based Power Control for a Two-
`Cell CDMA Data Network", IEEE Transactions on Wireless Communications,
`Vol. 4, No. 6, pp. 2764--2776, Nov. 2005.
`45. J. Huang, R. Berry, and M. L. Honig, "Auction-Based Spectrum Sharing", Mobile
`Networks and Applications, Vol. 11, pp. 405-418, Springer-Verlag, 2006.
`46. Y. Sun, V. Tripathi, and M. L. Honig, "Adaptive, Iterative, Reduced-Rank (Turbo)
`Equalization", IEEE Transactions on Wireless Communications, Vol. 4, No. 6, pp.
`2789--2800, Nov. 2005.
`47. C. Zhou, P. Zhang, M. L. Honig, and S. Jordan, ‘‘Two-Cell Power Allocation for
`Downlink CDMA’’, IEEE Transactions on Wireless Communications, Vol. 3, No.
`6, November 2004.
`48. D. Love, R. Heath, W. Santipach, and M. L. Honig, "What is the Value of Limited
`Feedback for MIMO Channels?", IEEE Communications Magazine, Vol. 42, No.
`10, pp. 54--59, October 2004.
`49. M. Peacock, I. Collings, and M. L. Honig, ‘‘Asymptotic Analysis of LMMSE
`Multiuser Receivers for Multi-Code Multi-Carrier CDMA in Rayleigh Fading’’,
`IEEE Transactions on Communications, Vol. 52 , No. 6 , pp. 964 - 972, June
`2004.
`50. M. L. Honig, G. Woodward, and Y. Sun, ‘‘Adaptive Iterative Multiuser Decision
`Feedback Detection’’, IEEE Transactions on Wireless Communications, Vol. 3,
`No. 2, pp. 477-485, June 2004.
`51. P. Liu, P. Zhang, S. Jordan, and M. L. Honig, ‘‘Single-cell Forward Link Power
`Allocation Using Pricing in Wireless Networks’’, IEEE Transactions on Wireless
`Communications, Vol. 3, No. 2, pp. 533-543, March 2004.
`52. M. L. Honig and R. Ratasuk, ‘‘Large-System Performance of Iterative Multiuser
`Decision-Feedback Detection’’, IEEE Trans. on Commun., vol. 51, No. 8, pp. ,
`August 2003.
`53. M. L. Honig and W. Xiao, "Performance of Reduced-Rank Interfer