Case 6:14-cv-00982-KNM Document 120-3 Filed 09/14/15 Page 1 of 20 PageID #: 785
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`
`ADDRESS
`
`Andrew C. Singer
`3215 Cherry Hills Drive, Champaign, IL, 61822. Tel: 217-351-9911 Mob: 217-417-0692
`
`
`
`CURRENT ACADEMIC POSITIONS
`Fox Family Professor in the Department of Electrical and Computer Engineering,
`Professor in the Coordinated Science Laboratory,
`Director, Technology Entrepreneur Center, College of Engineering,
`Dean's Special Advisor on Innovation and Entrepreneurship, College of Engineering,
`University of Illinois at Urbana Champaign
`110 Coordinated Science Laboratory, 1308 W. Main St., Urbana, IL, 61801.
`Tel: (217) 244-9263. Email: acsinger@illinois.edu http://www.illinois.edu/~acsinger
`PROFESSIONAL INTERESTS
`Research and teaching in electrical and computer engineering, innovation and
`engineering entrepreneurship.
` Research interests include signal processing and
`communication circuits and systems, adaptive decision making, and machine learning.
`EDUCATION
`
`June 1996 Massachusetts Institute of Technology, Cambridge, MA
`
`
`Ph.D. degree in Electrical Engineering and Computer Science
`Feb. 1992 Massachusetts Institute of Technology, Cambridge, MA
`S.M. degree in Electrical Engineering and Computer Science
`Feb. 1990 Massachusetts Institute of Technology, Cambridge, MA
`S.B. degree in Electrical Engineering and Computer Science
`AWARDS/HONORS
`
`2014
`
`
`
`Invested as Fox Family Endowed Professor, for “scholarship and teaching focus on
`economic development, entrepreneurship, and transfer of technology locally, in the state,
`and in the nation.”
`Selected as a Distinguished Lecturer for the Signal Processing Society of the Institute of
`Electrical and Electronics Engineers (IEEE).
`
`Entrepreneur Advocacy Award, Champaign County Innovation Celebration
`Invited to join inaugural Curation Board of the National Center for Engineering Pathways
`to Innovation (Epicenter), an initiative funded by the National Science Foundation.
`Invited to serve as a Franklin Fellow at the U.S. Department of State.
`Elected to the grade of Fellow in the Institute of Electrical and Electronics Engineers
`(IEEE), “for contributions to signal processing techniques for digital communication.”
`Pride of CASE V Gold Award for Best Student Alumni Programming from the Council
`for Advancement and Support of Education.
`Special-Topic Evening Session Award, for the talk entitled, “Trends and Challenges in
`Optical Communications Front-End,” International Solid State Circuits Conference.
`
`Best Paper Award for the IEEE Signal Processing Magazine for the paper entitled “Turbo
`Equalization” which appeared in the January 2004 issue.
`
`2014
`
`2013
`2012
`
`2010
`2009
`
`2009
`
`2009
`
`2008
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`2008
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`2006
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`2002-2009
`
`in National Academy of Engineering, “Frontiers of
`
`Selected for participation
`Engineering” symposium.
`Best Paper Award for the IEEE Journal of Solid State Circuits for the paper entitled “An
`MLSE Receiver for Electronic Dispersion Compensation of OC-192 Fiber Links.”
`Donald Biggar Willet Faculty Scholar, College of Engineering, University of Illinois at
`Urbana-Champaign.
`Xerox Award for Outstanding Faculty Research, College of Engineering, University of
`Illinois at Urbana-Champaign.
`National Science Foundation CAREER Award.
`Office of Naval Research Special Research Award in Ocean Acoustics.
`Incomplete List of Teachers Ranked Excellent by their Students, University of Illinois at
`Urbana-Champaign, Spring 2000, Fall 2000, Fall 2001.
`Lockheed Martin Special Recognition Award.
`
`1998
`APPOINTMENTS AND RELATED EXPERIENCE
`4/07-Present Consultant and Expert Witness
`
`Consultant and expert witness to telecommunication, circuits, and signal processing
`industries. Recent cases include:
`
`Fujitsu Network Communications, Inc. v. Tellabs, Inc., 1:09-cv-4530 (Filed 7/27/2009 in
`the Northern District of Illinois); Tellabs, Inc. v. Fujitsu Network Communications, Inc.,
`08-CV-3379 (Filed 6/11/2008 in the Northern District of Illinois); Retained by Sidley
`Austin as testifying expert for both infringement and non-infringement aspects,
`representing Tellabs, Inc. Deposition and court testimony.
`
`In re Certain Semiconductor Chips and Products Containing Same, ITC Investigation
`No. 337-TA-753 (Filed 12/1/2010 before the International Trade Commission); Retained
`by Finnegan, Henderson, Farabow, Garrett & Dunner on behalf of Rambus as a
`testifying expert for infringement. Deposition and court testimony.
`
`Hill-Rom, Inc. v. Stryker Corp., 1:11-CV-01120-JMS-DKL (Filed 8/15/2011 in the
`Southern District of Indiana); Retained by Kirland Ellis on behalf of Hill-Rom, Inc. as a
`testifying expert for infringement. Deposition testimony.
`
`Mobile Telecommunications Technologies, LLC v. Clearwire Corporation, Clearwire
`Wireless, LLC, and Clearwire US, LLC, Case No. 2:12-CV-308, in the Eastern District of
`Texas; Retained by Shook, Hardy & Bacon, L.L.P. on behalf of Clearwire Wireless as a
`testifying expert for noninfringement. Deposition testimony.
`
`Mobile Telecommunications Technologies, LLC v. Sprint Nextel Corp., Case No. 2:12-cv-
`832-JRG-RSP (Eastern District of Texas); Retained by Shook, Hardy & Bacon, L.L.P. on
`behalf of Sprint Nextel Corp as a testifying expert for noninfringement. Deposition
`testimony.
`
`Spherix Inc. v. Cisco Systems, Inc., Civ. No. 1:14-cv-393-SLR (D. Del.); Retained by
`Kirkland Ellis on behalf of Cisco Systems as a testifying expert for noninfringement.
`
`
`2000
`
`2000
`2000
`2000,2001
`
`
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`Reexamination Control No. 95/002,051 Inter Partes Reexamination of: U.S. Patent No.
`7,568,246; Retained by Barnes & Thornburg LLP on behalf of Hill-Rom as a consultant
`and expert witness.
`
`Inter Partes Review U.S. Patent No. 6,222,848; Retained by Kirkland Ellis on behalf of
`Cisco Systems as a consultant and expert witness.
`
`Case No. IPR2014-01379, Inter Partes Review of U.S. Patent No. 6,744,375; Retained by
`Erise IP, P.A. as an expert witness and consultant on behalf of Garmin International.
`
`11/14 – Pres. OceanComm, Incorporated, Champaign, IL. Founder and Chief Executive Officer. SBIR-
`funded technology company commercializing underwater acoustic modem technology.
`
`12/08 – Pres. Diagnostic Photonics, Champaign, IL. Member of Board of Directors.
`12/07 – Pres. Mimosa Acoustics, Champaign, IL. Member of Board of Directors.
`02/10 – 6/12 Innovate @ Illinois, Champaign, IL. Host of monthly television program showcasing
`entrepreneurship and innovation in the University of Illinois Community.
`8/13 – Pres. University of Illinois at Urbana-Champaign, Urbana, IL
`
`Fox Family Professor in the Electrical and Computer Engineering Department. Research
`sponsors include the Office of Naval Research, the National Science Foundation,
`Defense Advanced Research Projects Agency, and industry. Assistant Director and
`Stochastic Information Processing Systems theme-lead for the Systems on Nanoscale
`Information fabriCs (SONIC) Center, one of six STARNET centers funded by DARPA
`and SRC. Director, Underwater Acoustic Communications Laboratory.
`
`
`
`06/05 – Pres. University of Illinois at Urbana-Champaign, Urbana, IL
`
`Director, Technology Entrepreneur Center, College of Engineering. Oversee activities in
`the College of Engineering relating to innovation and entrepreneurship, including
`curricula for undergraduate and graduate certificate programs, distance learning
`programs for entrepreneurship and innovation, Innovation Living Learning
`Community, the Illinois Innovation Prize, the V. Dale Cozad New Venture Competition,
`Silicon Valley and Chicago Student Trips, among a host of other on-campus student and
`faculty-oriented activities.
`
`
`3/07 - 2/09
`
`
`8/08 – 8/13 University of Illinois at Urbana-Champaign, Urbana, IL
`
`Professor in the Electrical and Computer Engineering Department and the Coordinated
`Science Laboratory. Network Connectivity theme leader across the five centers of the
`Microelectronics Advanced Research Corporation (MARCO) Focus Center Research
`Program. Co-PI for ONR Multi-University Research Initiative on Underwater Acoustic
`Communications.
`Finisar Corporation, Champaign, IL
`Sr. Scientist in Optical Products Division (upon acquisition of Intersymbol
`Communications, Inc., 3/2007). Research and development in new product areas and
`Director of the Intersymbol Communications division.
`Intersymbol Communications, Inc., Champaign, IL
`Co-Founder and Chief Executive Officer. Co-founded and raised over $10M for a
`Venture Capital-backed integrated circuit (IC) company creating signal processing-
`enhanced optical communications ICs. Designed and built the world’s first 10Gb/s
`
`8/00 - 3/07
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`5/96-9/96
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`adaptive MLSE-based receivers for electronic dispersion compensation in high-speed
`optical communications. Intersymbol was acquired by Kodeos Communications in
`March, 2006 and by Finisar Corporation (NASDAQ:FNSR) in March, 2007.
`8/03 – 8/08 University of Illinois at Urbana-Champaign, Urbana, IL
`
`Associate Professor in the Electrical and Computer Engineering Department and the
`Coordinated Science Laboratory.
`8/98 - 8/03 University of Illinois at Urbana-Champaign, Urbana, IL
`
`Assistant Professor in the Electrical and Computer Engineering Department and the
`Coordinated Science Laboratory.
`9/96 - 8/98 Sanders, A Lockheed Martin Company (Now BAE Systems), Nashua NH
`Principle investigator under the Army Research Laboratory Program for Advanced
`Telecommunications. Signal processing lead for ATD-111 Airborne LIDAR mine and
`submarine detection program. Research areas include underwater acoustic and wireless
`RF communications; detection systems; real-time algorithm development and
`implementation, and multi-sensor data fusion. Customers include the US Army, Navy
`and other agencies in the Department of Defense.
`Research Laboratory of Electronics, MIT, Cambridge, MA
`Postdoctoral Affiliate in the Digital Signal Processing Group
`BOOKS AND BOOK SECTIONS
`N. Shanbhag, A. C. Singer, and H-M Bae, “Signal Processing for High Speed Links,”
`Section for Chapter on “Applications,” Handbook of Signal Processing Systems, Edited by
`S.S. Bhattacharyya, E.F. Deprettere, R. Leupers, and J. Takala, Springer, 2010.
`J. Buck, M. Daniel, and A. Singer, Computer Explorations in Signals and Systems Using
`Matlab, Prentice Hall Signal Processing Series, Prentice Hall, November 1996. Second
`Edition 2001. Over 17,000 copies sold.
`A.C. Singer, “Solitons,” Section for Chapter on “Nonlinear Signals and Systems,” The DSP
`Handbook, Edited by V. Madisetti and D. Williams, CRC Press, 1997.
`PEER REVIEWED JOURNAL PUBLICATIONS
`1.   A.C.   Singer,   G.W.   Wornell,   and   A.V.   Oppenheim,   "ʺNonlinear   Autoregressive  
`Modeling  and  Estimation  in  the  Presence  of  Noise,"ʺ  Digital  Signal  Processing,  vol.  4,  no.  
`4,  pp.  207-­‐‑221,  October  1994.  
`2.   A.C.   Singer   and   A.V.   Oppenheim,   "ʺCircuit   Implementations   of   Soliton   Systems,"ʺ  
`International  Journal  of  Bifurcation  and  Chaos,  vol.  9,  no.  4,  pp.  571-­‐‑590,  April  1999.  
`3.   A.C.   Singer,   A.V.   Oppenheim,   and   G.W.   Wornell,   "ʺDetection   and   Estimation   of  
`Multiplexed  Soliton  Signals,"ʺ  IEEE  Transactions  on  Signal  Processing,  vol.  47,  no.  10,  pp.  
`2768-­‐‑2782,  October  1999.  
`4.   A.C.    Singer  and  M.  Feder,  "ʺUniversal  Linear  Prediction  by  Model  Order  Weighting,"ʺ  
`IEEE  Transactions  on  Signal  Processing,  vol.  47,  no.  10,  pp.  2685-­‐‑2699,  October  1999.  
`5.   D.   Baron   and   A.   C.   Singer,   "ʺOn   the   Cost   of   Worst-­‐‑Case   Coding   Constraints"ʺ   IEEE  
`Trans.  Information  Theory,  vol.  47,  pp.  3088-­‐‑3090,  November  2001.  
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`6.   M.  J.  Lopez,  and  A.  C.  Singer,  "ʺA  DFE  Coefficient  Placement  Algorithm  for  Digital  
`Communications,"ʺ  IEEE  Transactions  on  Communications,  vol.  49,  no.  8,  pp.  1334  -­‐‑1338,  
`Aug.  2001.    
`7.   M.  Tuechler,  R.  Koetter,  and  A.C.  Singer,  "ʺTurbo  Equalization:  Principles  and  New  
`Results"ʺ,  IEEE  Transactions  on  Communications,  vol.  50,  no.  5,  pp.754-­‐‑767,  May  2002.  
`8.   M.  Tuechler,  A.C.  Singer,  and  R.  Koetter,  "ʺMinimum  Mean  Square  Error  Equalization  
`with  Priors,"ʺ  IEEE  Transactions  on  Signal  Processing,  vol.  50  no.  3,  pp.  673  -­‐‑683,  March  
`2002.  
`9.   N.  Cadalli,  D.  C.  Munson,  and  A.C.  Singer,  "ʺBistatic  Receiver  Model  for  Airborne  Lidar  
`Returns  Incident  on  an  Imaging  Array  From  Underwater  Objects"ʺ  Applied  Optics,  vol.  
`41,  no.  18,  pp.  3638-­‐‑3649,  June  2002.  
`10.  A.C.  Singer,  S.S.  Kozat,  and  M.  Feder,  "ʺUniversal  linear  least  squares  prediction:  upper  
`and  lower  bounds,"ʺ  IEEE  Transactions  on  Information  Theory,  vol.  48,  no.  8,  pp.  2354-­‐‑
`2362,  August,  2002.  
`11.  J.  Nelson,  A.C.  Singer,  and  R.  Koetter,  "ʺLinear  Iterative  Turbo  Equalization  (LITE)  for  
`Dual  Channels,"ʺ  IEEE  Transactions  on  Communications,  pp.  860-­‐‑864,  June  2003.  
`12.  Y.   Jiang,   R.   Koetter,   and   A.C.   Singer,   "ʺOn   the   Separability   of   Demodulation   and  
`Decoding  for  Communications  over  Multiple-­‐‑Antenna  Block  Fading  Channels,"ʺ  IEEE  
`Transactions  on  Information  Theory,  vol.  49,  no.  10,  pp.  2709-­‐‑2713,  October  2003.  
`13.  M.   Tuechler,   R.   Koetter,   and   A.C.   Singer,   "ʺGraphical   models   for   coded   data  
`transmission   over   intersymbol   interference   channels,"ʺ   European   Transactions   on  
`Telecommunications,   v.   15,   n.   4,   July/August,   2004,   Selected   Papers   from   the   5th  
`International  ITG  Conference  on  Source  and  Channel  Coding,  pp.  307-­‐‑321  
`14.  S.   Song,   A.C.   Singer,   and   K.-­‐‑M.   Sung,   "ʺSoft   input   channel   estimation   for   turbo  
`equalization,"ʺ  IEEE  Transactions  on  Signal  Processing,  vol.  52,  no.  10  ,  Oct.  2004  pp.  2885  
`–  2894.  
`15.  R.  Koetter,  A.C.  Singer,  and  M.  Tuechler,  "ʺTurbo  Equalization,"ʺ  IEEE  Signal  Processing  
`Magazine,  invited  paper,  Special  Issue  on  Graphical  Models,  vol.  21,  no.  1,  Jan.  2004,  pp.  
`67  –  80.  
`16.  Feder,   M.;   Figueiredo,   M.A.T.;   Hero,   A.O.;   Lee,   C.-­‐‑H.;   Loeliger,   H.-­‐‑A.;   Nowak,   R.;  
`Singer,  A.C.;  Yu,  B.;  Guest  Editorial:  Special  Issue  on  Machine  Learning  Methods  in  
`Signal  Processing;  IEEE  Transactions  on  Signal  Processing,  vol.  52,  no.  8,  Aug.  2004,  pp.  
`2152  –  2152.  
`17.  R.J.   Drost   and   A.C.   Singer,   "ʺFactor   graph   methods   for   three-­‐‑dimensional   shape  
`reconstruction  as  applied  to  LIDAR  imaging"ʺ  Journal  of  the  Optical  Society  of  America  A  
`(Optics,  Image  Science  and  Vision),  vol.  21,  no.  10,  Oct.  2004,  pp.  1855-­‐‑68.  
`18.  S.-­‐‑J.   Lee,   N.   R.   Shanbhag  
`and   A.C.   Singer,  
`"ʺEnergy-­‐‑efficient   VLSI    
`architecture   for   linear   turbo   equalizer,"ʺ   Journal   of   VLSI   Signal   Processing   Systems   for  
`Signal,  Image,  and  Video  Technology,  vol.  39,  no.  1-­‐‑2  SPEC.ISS.,  January/February,  2005,  
`pp.  49-­‐‑62.  
`19.  S.-­‐‑J.   Lee,   N.R.   Shanbhag,   and   A.C.   Singer,   "ʺA   285-­‐‑MHz   MAP   Decoder   in   0.18µμm  
`CMOS,"ʺ  IEEE  Journal  of  Solid-­‐‑State  Circuits,  vol.  40,  no.  8,  Aug.  2005,  pp.  1718  -­‐‑  1725.  
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`20.  S.-­‐‑J.  Lee,  A.C.  Singer,  and  N.  R.  Shanbhag,  "ʺLinear  Turbo  Equalization  Analysis  via  
`Linearized  BER  Transfer  and  EXIT  Charts,"ʺ  IEEE  Transactions  on  Signal  Processing,  vol.  
`53,  no.  8,  Part  1,  Aug.  2005.  pp.  2883  -­‐‑  2897.  
`21.  J.K.   Nelson,   A.C.   Singer,   U.   Madhow,   and   C.   Mc   Gahey,   "ʺBAD:Bidirectional  
`Arbitrated  Decision  Feedback  Equalization"ʺ,  IEEE  Transactions  on  Communications,  vol.  
`53,  no.  2,  February,  2005,  p  214-­‐‑218.  
`22.  S.-­‐‑J.   Lee,   N.R.   Shanbhag,   and   A.C.   Singer,   "ʺArea-­‐‑Efficient,   High-­‐‑Throughput   MAP  
`Decoder   Architectures,"ʺ   IEEE   Transactions   on   Very   Large   Scale   Integration   (VLSI)  
`Systems,  vol.  13,  no.  8,  Aug.  2005,  p  921-­‐‑33.  
`23.  C.J.  Lam  and  A.C.  Singer,  "ʺBayesian  Beamforming  for  DOA  Uncertainty:  Theory  and  
`Implementation"ʺ,  IEEE  Transactions  on  Signal  Processing,  vol.  54,  no.  11,  Nov.  2006  pp.  
`4435  -­‐‑  4445    
`24.  H.  M.  Bae,  J.  Ashbrook,  J.  Park,  N.  Shanbhag,  A.C.  Singer,  and  S.  Chopra,  "ʺAn  MLSE  
`receiver  for  electronic-­‐‑dispersion  compensation  of  OC-­‐‑192  links,"ʺ  Journal  of  Solid-­‐‑State  
`Circuits  Conference,  Journal  of  Solid  State  Circuits,  vol.  41,  no.  11,  Nov.  2006,  pp.  2541  -­‐‑  
`2554    
`25.  J.W.   Choi,   B.   Shim,   A.C.   Singer,   and   N.I.   Cho,   "ʺLow-­‐‑Power   filtering   via   minimum  
`power  soft  error  cancellation  (MP-­‐‑SEC),"ʺ    IEEE  Transactions  on  Signal  Processing,  vol.  
`55,    no.  10,    Oct.  2007  pp.  5084  –  5096.  
`26.  R.  Drost,  A.C.  Singer,  "ʺFactor  Graph  Algorithms  for  Equalization,"ʺ  IEEE  Transactions  
`on  Signal  Processing,  vol.  55,  no.  5,  Part  2,  May  2007,  pp.  2052  -­‐‑  2065    
`27.  A.  Sen  Gupta,  A.C.  Singer,  "ʺSuccessive  Interference  Cancellation  using  Constellation  
`Structure,”  IEEE  Transactions  on  Signal  Processing,  vol.  55,    no.  12,    Dec.  2007  pp.  5716  –  
`5730.  
`28.  S.  S.  Kozat  and  A.C.  Singer,  "ʺUniversal  Piecewise  Linear  Prediction  via  Context  Trees,"ʺ  
`IEEE  Transactions  on  Signal  Processing,  July,  2007,  vol.  55(7),  Part  2,  pp.  3730-­‐‑3745  .  
`29.  S.S.  Song  and  A.C.  Singer,  "ʺBlind  OFDM  Channel  Estimation  Using  FIR  Constraints:  
`Reduced  Complexity  and  Identifiability"ʺ  IEEE  Transactions  on  Information  Theory,  vol.  
`53,  no.  3,  March  2007,  pp.  1136  -­‐‑  1147  
`30.  S.S.  Song  and  A.C.  Singer,  "ʺPilot-­‐‑Aided  OFDM  Channel  Estimation  in  the  Presence  of  
`the  Guard  Band,"ʺ  IEEE  Transactions  on  Communications,  vol.  55(8),  August,  2007,  pp.  
`1459-­‐‑1465.  
`31.  Y.  Jiang,  A.  Ashikhmin,  R.  Koetter,  A.  C.  Singer,  "ʺExtremal  Problems  of  Information  
`Combining"ʺ,  IEEE  Transactions  on  Information  Theory,  Volume  54,    Issue  1,    Jan.  2008  
`pp.  51  -­‐‑  71.  
`32.  S.S.   Kozat   and   A.C.   Singer   "ʺUniversal   Switching   Linear   Least   Squares   Prediction,”  
`IEEE  Transactions  on  Signal  Processing,  vol.  56,    no.  1,    Jan.  2008.  pp.  189  –  204.  
`33.  H.M.   Bae,   J.   Ashbrook,   N.R.   Shanbhag,   and   A.C.   Singer   “Fast   Power   Transient  
`Management   for   OC-­‐‑192   WDM   Add/Drop   Networks”   IEEE   Journal   of   Solid-­‐‑State  
`Circuits,  vol.  43,    no.  12,    Dec.  2008,  pp.  2958  –  2966.  
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`34.  K.M.  Guan,  S.S.  Kozat  and  A.C.  Singer  “Adaptive  reference  levels  in  a  level-­‐‑crossing  
`analog-­‐‑to-­‐‑digital  converter,”  Eurasip  Journal  on  Advances  in  Signal  Processing,  vol.  2008.  
`pp.  1-­‐‑11.  
`35.  A.C.  Singer,  N.R.  Shanbhag,  and  H.M.  Bae,  “Electronic  Dispersion  Compensation,”  
`IEEE  Signal  Processing  Magazine,  vol.  25,  no.  6,  Nov.  2008,  pp.  110  –  130.  
`36.  A.  Sen  Gupta  and  A.C.  Singer,  “Interference  Suppression  for  Memoryless  Nonlinear  
`Multiuser   Systems   Using   Constellation   Structure,”   IEEE   Transactions   on   Signal  
`Processing,  vol.  56,    no.  11,    Nov.  2008,  pp.  5589  –  5604.  
`37.  A.C.  Singer,  J.K.  Nelson  and  S.S.  Kozat,  “Signal  Processing  for  Underwater  Acoustic  
`Communications,”  IEEE  Communications  Magazine,  invited,  vol.  47,  no.  1,  Jan.  2009,  pp.  
`90-­‐‑96.  
`38.  S.  Kozat  and  A.C.  Singer  "ʺSwitching  Strategies  for  Sequential  Decision  Problems  
`with  Multiplicative  Loss  with  Application  to  Portfolios,"ʺ  IEEE  Transactions  on  Signal  
`Processing,  vol.  57,    no.  6,    June  2009,  pp.  2192  –  2208.  
`39.  S.  Kozat  and  A.C.  Singer,  “Competitive  Prediction  Under  Additive  Noise,”  IEEE  
`Transactions  on  Signal  Processing,  vol.  57,  no.  9,    Sept.  2009,  pp.  3698  –  3703.  
`40.  J.W.  Choi,  B.  Shim,  A.C.  Singer,  and  N.I  Cho,  “Low-­‐‑Complexity  Decoding  Via  
`Reduced  Dimension  Maximum  Likelihood  Search,”  IEEE  Transactions  on  Signal  
`Processing,  vol.  58(3):2  ,  p.p.  1780  –  1793,  2010.  
`41.  S.S.  Kozat,  A.T.  Erdogan,  A.C.  Singer  and  A.H.  Sayed,  “Steady-­‐‑State  MSE  
`Performance  Analysis  of  Mixture  Approaches  to  Adaptive  Filtering,”  IEEE  
`Transactions  on  Signal  Processing,  vol.  58,  no.  8,  August,  2010,  pp.  4050-­‐‑4063.  
`42.  S.S.  Kozat  and  A.C.  Singer,  “Universal  Randomized  Switching,”  IEEE  Transactions  on  
`Signal  Processing,  vol.  58  ,  no.  3  ,  Part:  2,  2010  ,  pp.  1922  –  1927.  
`43.  J.W.  Choi,  A.C.  Singer,  J.  Lee,  and  N.-­‐‑I.  Cho,  “Improved  linear  soft-­‐‑input  soft-­‐‑output  
`detection  via  soft  feedback  interference  cancellation,"ʺ  IEEE  Transactions  on  
`Communications, vol.  58,  no.  3,  2010  ,  pp.  986  -­‐‑  996.  
`44.  S.S.  Kozat,  A.T.  Erdogan,  A.C.  Singer,  and  A.H.  Sayed,  “Unbiased  Model  
`Combinations  for  Adaptive  Filtering,"ʺ  IEEE  Transactions  on  Signal  Processing,  vol.  58,  
`no.  8,  August,  2010,  pp.4421-­‐‑4427.    
`45.  S.S.  Kozat  and  A.C.  Singer,  “Universal  Semi-­‐‑constant  Rebalanced  Portfolios,”  Journal  
`of  Mathematical  Finance,  vol.  21,  no.  2,  pp.  293-­‐‑311,  2011.  
`46.  M.  Tuechler  and  A.C.  Singer,  “Turbo  Equalization:  An  Overview,”  IEEE  Transactions  
`on  Information  Theory,  vol.  57,  no.  2,  pp.  920-­‐‑952,  2011.  
`47.  J.W.  Choi,  T.J.  Riedl,  K.  Kim,  A.C.  Singer,  and  J.C.  Preisig,  “Adaptive  Linear  Turbo  
`Equalization  Over  Doubly  Selective  Channels,”  IEEE  Journal  of  Oceanic  Engineering,  
`vol.  36,  no.  4,  pp.  473-­‐‑489,  2011.  
`48.  R.R.  Chen,  A.  Chockalingam,  G.  Leus,  R.  Raheli,  A.C.  Singer,  “Introduction  to  the  
`Issue  on  Soft  Detection  for  Wireless  Transmission,”  IEEE  Journal  of  Selected  Topics  in  
`Signal  Processing,  vol.  5,  no.  8,  pp.  1397-­‐‑1399,  2011.  
`49.  A.  Sen  Gupta,  J.K.  Nelson,  W.  Zhou,  A.C.  Singer,  and  J.C.  Preisig,  “A  Geometric  
`Approach  to  Improve  Interference  Mitigation  in  Multi-­‐‑User  Detection  and  
`Equalization,”  IEEE  Transactions  on  Signal  Processing,  vol.  59(4),  pp.  1694-­‐‑1705,  2011.  
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`50.  H.  Wan,  R.R.  Chen,  J.W.  Choi,  A.C.  Singer,  J.C.  Preisig,  B.  Farhang-­‐‑Boroujeny,  
`“Markov  Chain  Monte  Carlo  Detection  for  Frequency-­‐‑Selective  Channels  Using  List  
`Channel  Estimates,”  IEEE  Journal  of  Selected  Topics  in  Signal  Processing,  vol.  5(8),  2011.    
`51.  S.S.  Kozat,  A.T.  Erdogan,  A.C.  Singer,  A.H.  Sayed,  “Transient  Analysis  of  Adaptive  
`Affine  Combinations,”  IEEE  Transactions  on  Signal  Processing,  vol.  59,  no.  12,  pp.  6227  
`–  6232,  2011.    
`52.  M.  Effros,  G.D.  Forney,  Jr.,  F.R.  Kschischang,  M.  Medard,  A.C.  Singer,  A.  Vardy,  
`“The  Scientific  Legacy  of  Ralf  Koetter,”  IEEE  Transactions  on  Information  Theory,  vol.  
`57,  no.  2,  pp.  589  –  592,  2011.  
`53.  A.J.  Bean  and  A.C.  Singer,  “Universal  Switching  and  Side  Information  Portfolios  
`Under  Transaction  Costs  Using  Factor  Graphs,”  IEEE  Journal  on  Selected  Topics  in  
`Signal  Processing,  Volume  6,  No.  4,  pp.  351-­‐‑  365,  August,  2012.  
`54.  G.  Zeitler,  G.  Kramer,  and  A.C.  Singer,  "ʺBayesian  Parameter  Estimation  Using  
`Single-­‐‑Bit  Dithered  Quantization,"ʺ  IEEE  Transactions  on  Signal  Processing,  Vol.  60,  No.  
`6,  pp.  2713  -­‐‑2726,  June,  2012.  
`55.  G.  Zeitler,  A.C.  Singer,  and  G.  Kramer,  “Low-­‐‑Precision  A/D  Conversion  for  
`Maximum  Information  Rate  in  Channels  with  Memory,”  IEEE  Transactions  on  
`Communications,  Volume  6,  No.  9,  pp.  2511-­‐‑  2521,  September  2012.  
`56.  J.  W.  Choi,  B.  Shim,  and  A.C.  Singer,  "ʺEfficient  Soft-­‐‑Input  Soft-­‐‑Output  Tree  Detection  
`via  an  Improved  Path  Metric,"ʺ  IEEE  Trans.  Information  Theory,"ʺ  vol.  58,  pp.  1518-­‐‑1533,  
`March  2012.  
`57.  R.J.  Drost,  and  A.C.  Singer,  “Fast  Recursive  Equalizers  for  1D  and  2D  Linear  
`Equalization,”  IEEE  Transactions  on  Signal  Processing,  Vol.  60,  No.  12,  pp.  3886-­‐‑3891,  
`July,  2012.  
`58.  L.N.  Rajan,  M.  Lu,  N.R.  Shanbhag,  and  A.C.  Singer,  and  N.R.  Shanbhag,  “BER-­‐‑
`Optimal  Analog-­‐‑to-­‐‑Digital  Converters  for  Communication  Links,"ʺ  IEEE  Transactions  
`on  Signal  Processing,  Volume:  60,  No.  7.  pp.  3683-­‐‑  3691,  July,  2012.  
`59.  S.S.  Kozat,  K.M.  Guan,  and  A.C.  Singer,  “Tracking  the  best  level  set  in  a  level-­‐‑
`crossing  analog-­‐‑to-­‐‑digital  converter,”  Digital  Signal  Procesing,  vol.  23,  no.  1,  pp.  478-­‐‑
`487,  Jan.  2013.  
`60.  K.  Kim,  N.  Kalantarova,  S.S.  Kozat,  and  A.C.  Singer,  “Linear  MMSE-­‐‑Optimal  Turbo  
`Equalization  Using  Context  Trees,”  IEEE  Transactions  on  Signal  Processing,  Volume:  
`61,  No.  12,  pp.  3041-­‐‑3055,  June,  2013.  
`
`PEER REVIEWED CONFERENCE ARTICLES  
`
`1.   A.C.  Singer,  G.W.  Wornell,  and  A.V.  Oppenheim,  "ʺCodebook  Prediction:  A  Nonlinear  
`Signal   Modeling   Paradigm,"ʺ   Proceedings   of   the   International   Conference   on   Acoustics,  
`Speech,  and  Signal  Processing,  pp.  325-­‐‑8,  vol.  5,  San  Francisco,  CA,  March  1992.  
`2.   C.   Meyers,   A.C.   Singer,   F.   Shin,   and   E.   Church,   "ʺModeling   Chaotic   Systems   with  
`Hidden  Markov  Models,"ʺ  Proceedings  of  the  International  Conference  on  Acoustics,  Speech,  
`and  Signal  Processing,  pp.  565-­‐‑8,  vol.  5,  San  Francisco,  CA,  March  1992.  
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`3.   A.C.   Singer,   "ʺSignaling   Techniques   Using   Solitons,"ʺ   Proceedings   of   the   International  
`Conference  on  Acoustics,  Speech,  and  Signal  Processing,  pp.  1336-­‐‑9,  vol.  2,  Detroit,  MI,  
`May  1995.  
`4.   A.C.   Singer,   "ʺA   New   Circuit   for   Communication   Using   Solitons,"ʺ   Proceedings   of   the  
`IEEE  Workshop  on  Nonlinear  Signal  and  Image  Processing,  pp.  150-­‐‑3,  vol.  1,  Halkidiki,  
`Greece,  June  1995.  
`5.   A.C.   Singer,   "ʺDetection   and   Estimation   of   Soliton   Signals,"ʺ   Proceedings   of   the  
`International  Conference  on  Acoustics,  Speech,  and  Signal  Processing,  pp.  1625-­‐‑8,  vol.  3,  
`Atlanta,  GA,  May  1996.  
`6.   A.C.  Singer,  "ʺLattice  Filters  for  Adaptive  Underwater  Equalization,"ʺ  IEEE  Underwater  
`Acoustic  Signal  Processing  Workshop,  Kingston,  RI,  Oct.,  1997.  
`7.   R.  Learned,  A.C.  Singer,  and  G.  Wornell,  "ʺIterative  Decision  Feedback  Joint  Detection  
`and   Decoding   for   Multiple   Access   Communications,"ʺ   Proc.   1998   ARL   Conference   on  
`Advanced  Telecommunications  /  Information  Distribution  Research.  
`8.   A.C.   Singer   and   M.   Feder,   "ʺRobust   Channel   Equalization   via   Universal   Adaptive  
`Filtering,"ʺ   Proc.   1998   ARL   Conference   on   Advanced   Telecommunications   /   Information  
`Distribution  Research.  
`9.   R.  Learned  and  A.C.  Singer,  "ʺCoding  Enhanced  Joint  Detection  for  Multiple  Access  
`Communications,"ʺ  Proc.  1998  International  Conference  on  Acoustics,  Speech,  and  Signal  
`Processing,  pp.  3193-­‐‑6,  vol.  6.  
`10.  R.   Learned   and   A.C.   Singer,   "ʺIterative   Joint   Detection   and   Decoding   for   Multiple  
`Access  Communications  Using  Feedback,"ʺ  SPIE-­‐‑Int.  Soc.  Opt.  Eng.  Proceedings  of  Spie  -­‐‑  
`the  International  Society  for  Optical  Engineering,  vol.  3393,  pp.154-­‐‑161,  1998.  
`11.  A.C.   Singer   and   M.   Feder,   "ʺTwice   Universal   Linear   Prediction   of   Individual  
`Sequences,"ʺ   Proceedings   of   1998   IEEE   International   Symposium   on   Information   Theory,  
`p.135,  1998.  
`12.  M.   Feder   and   A.C.   Singer,   "ʺUniversal   Data   Compression   and   Linear   Prediction,"ʺ  
`Proceedings  of  the  1998  IEEE  Data  Compression  Conference,  pp.  511-­‐‑520,  Snowbird,  Utah,  
`1998.  
`13.  M.J.  Lopez,  A.C.  Singer,  S.L.  Whitney,  and  G.S.  Edelson,  "ʺA  DFE  Coefficient  Placement  
`Algorithm  for  Underwater  Digital  Acoustic  Communications,"ʺ  Proceedings  of  OCEANS  
`'ʹ99,  Sept.  13-­‐‑16,  Seattle,  WA,  1999.  
`14.  A.  Singer,  J.  Nelson,  and  R.  Koetter,  "ʺLinear  Iterative  Turbo  Equalization  (LITE)  for  
`Dual   Channels,"ʺ   Proc.   of   the   Thirty-­‐‑third   Asilomar   Conf.   on   Signals,   Systems,   and  
`Computers,  October  24-­‐‑27,  pp.  1670-­‐‑1674,  Monterey,  CA,  1999.  
`15.  A.C.   Singer   and   S.   Kozat,   "ʺOn   Universal   Linear   Prediction   of   Gaussian   Data,"ʺ  
`Proceedings   of   the   2000   IEEE   Conference   on   Acoustics,   Speech,   and   Signal   Processing,  
`Istanbul,  Turkey,  vol.  1,  2000,  pp.  13-­‐‑16.  
`16.  A.C.  Singer  and  S.  Kozat,  "ʺMulti-­‐‑Stage  Adaptation  Algorithms  for  Filtering  Processes  
`of   Unknown   Order,"ʺ   Proc.   of   the   First   IEEE   Sensor   Array   and   Multi-­‐‑channel   Signal  
`Processing  Workshop,  March  16-­‐‑17,  Cambridge,  MA,  2000,  pp.  380-­‐‑4.  
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`17.  R.   Koetter,   A.C.   Singer,   and   M.   Tuechler,   "ʺIterative   Correction   of   Intersymbol  
`Interference   via   Equalization   and   Decoding   with   Priors,"ʺ   Proceedings   of   the   2000  
`International  Symposium  on  Information  Theory,  Sorrento  Italy,  June  25-­‐‑30,  2000.  
`18.  A.C.  Singer  and  M.  Feder,  "ʺUniversal  Linear  Least-­‐‑Squares  Prediction,"ʺ  Proceedings  of  
`the  Int.  Symposium  on  Information  Theory,  Sorrento,  Italy,  June  25-­‐‑30,  2000.  
`19.  N.  Cadalli,  P.  Shargo,  D.  C.  Munson,  Jr.,  A.C.  Singer,  "ʺ3-­‐‑D  Tomographic  Imaging  of  
`Ocean  Mines  from  Real  and  Simulated  LIDAR  Returns,"ʺ  SPIE  46th  Annual  Meeting:  
`The  International  Symposium  on  Optical  Science  and  Technology,  San  Diego,  CA,  June  25-­‐‑
`30,  2000.  
`20.  J.   Nelson,   R.   Koetter,   and   A.C.   Singer,   "ʺEvolution   of   Priors   in   the   LITE,"ʺ   Proc.   4th  
`Conference  on  Information  Sciences  and  Systems,  Princeton,  NJ,  March  15-­‐‑17,  2000.  
`21.  C.  McGahey,  A.C.  Singer  and  U.  Madhow,  "ʺBAD:  A  Bi-­‐‑directional  Arbitrated  Decision  
`Feedback   Equalizer,"ʺ   Proc.   34th   Conference   on   Information   Sciences   and   Systems,  
`Princeton,  NJ,  March  15-­‐‑17,  2000.  
`22.  P.   Shargo,   N.   Cadalli,   A.C.   Singer,   D.   Munson,   "ʺA   Tomographic   Framework   for  
`LIDAR   Imaging,"ʺ   Proc.   International   Conference   on   Acoustics,   Speech,   and   Signal  
`Processing,  Salt  Lake  City,  UT,  2001,  pp.  1893-­‐‑1896,  vol.  3.  
`23.  N.  Cadalli,  P.  Shargo,  D.  Munson,  A.C.  Singer,  "ʺ3-­‐‑D  Tomographic  Imaging  of  Ocean  
`Mines   from   Real   and   Simulated   Lidar   Returns,"ʺ   SPIE'ʹs   46th   Annual   Meeting:   The  
`International  Symposium  on  Optical  Science  and  Technology,  San  Diego,  CA,  29  July  -­‐‑  3  
`August  2001.  
`24.  J.K.   Nelson,   A.C.   Singer,   R.   Koetter,   "ʺEvolution   of   Prior   Information   in   SISO  
`Equalization"ʺ  Proc.  2001  International  Symposium  on  Information  Theory,  2001,  p.  74.  
`25.  M.  Tuechler,  A.C.  Singer,  and  R.  Koetter