Keith Chugg's CV - The Communication Sciences Institute ...

Keith M. Chugg
Dept. of Electrical Engineering – Systems
University of Southern California
Los Angeles, CA 90089-2565
Phone: 213-740-7294
Fax: 213-740-8729
e-mail: chugg@usc.edu
www: http://csi.usc.edu/chugg
Education
• Ph.D., Electrical Engineering August 1995
University of Southern California, Los Angeles, CA
Dissertation: Sequence Estimation in the Presence of Parametric Uncertainty
Dissertation Advisor: Andreas Polydoros
• M.S., Electrical Engineering May 1990
University of Southern California, Los Angeles, CA
• B.S., (General) Engineering with High Distinction May 1989
Harvey Mudd College, Claremont, CA
Professional Experience
• Professor
May 2007 – present
• Chief Scientist
September 2000 – present
• Associate Professor
August 2001 – May 2007
• Assistant Professor
September 1996 – August 2001
• Assistant Professor
September 1995 – September 1996
• Instructor
May 1993 – May 1995
• Research Assistant
September 1992 – May 1995
• Teaching Assistant
September 1992 – May 1993
EE-Systems Dept., University of Southern California
Los Angeles, CA
TrellisWare Technologies, Inc
San Diego, CA
EE-Systems Dept., University of Southern California
Los Angeles, CA
EE-Systems Dept., University of Southern California
Los Angeles, CA
Dept. of ECE, The University of Arizona
Tucson, AZ
EE-Systems Dept., University of Southern California
Los Angeles, CA
EE-Systems Dept., University of Southern California
Los Angeles, CA
EE-Systems Dept., University of Southern California
Los Angeles, CA

Keith M. Chugg – Curriculum Vita – October 12, 2007 2
• Member of the Technical Staff
Summer 1991, 1992
Project: DATOLITE: a high speed optical interconnection network.
Project: Odyssey: CDMA mobile satellite communication system.
• Member of the Technical Staff
Summer 1990
Project: Analysis of TDRSS tracking for NASA Aeropass experiment.
TRW Inc.
Redondo Beach, CA
Lincom Corp.
Los Angeles, CA
• Member of the Technical Staff
Qualcomm Inc.
Summer 1989
San Diego, CA
Project: OmniTRACS: A two-way (spread spectrum) satellite text messaging system.
• Member of the Technical Staff
Rocketdyne Div., Rockwell International
Summer 1988
Canoga Park, CA
Project: Space shuttle main engine controller software.
• Member of the Technical Staff
Summer 1987
Project: Portable Wear Metal Analyzer: portable mass spectrometer.
Perkin-Elmer
Pomona, CA
Professional Activities
• Society/Committee Memberships:
– IEEE
– IEEE Societies: Communications, Information Theory, and Vehicular Technology
– Technical Committees: Communication Theory and Signal Processing and Coding for
Storage.
• Conference Organization:
– Technical Program Committee, 5th International Symposium on Turbo Codes & Related
Topics, EPF Lausanne, Switzerland.
– Technical Program Committee and Session Organizer, IEEE Information Theory Workshop,
Lake Tahoe, CA, Sept. 2007.
– Technical Program Committee and Session Organizer, IEEE International Conf. Communications
(ICC) 2007, Glasgow, Scotland, Sept. 2007.
– Member of IEEE MILCOM Best Paper Award Selection Committee, 2005-present.
– Session Chair Communication Networks, Allerton Conf., Oct. 2005, Allerton, IL.
– Session Chair Multiuser Detection, IEEE Vehicular Technology Conf., Sept. 29, 2004,
Los Angeles, CA.
– Session Chair Ultrawideband Communication I, IEEE Conf. Military Communications
(MILCOM), Oct., 2004, Monterey, CA.
– Session Organizer Two Sessions on Ultrawideband Communication (I & II), IEEE
Conf. Military Communications (MILCOM), Oct., 2004, Monterey, CA.

Keith M. Chugg – Curriculum Vita – October 12, 2007 3
– Co-Chair (general/technical): Communication Theory Symposium, Globecom 2002.
Responsible, with Richard Wesel, for supervising the orgainization of all sessions of the
communication theory symposium.
– Associate Editor for Iterative Detection and Signal Processing, IEEE Transactions on
Communications, March 2001-present.
– Session Chair, ISIT, July 2003, Yokohama, Japan.
– Session Chair, LDPC and Turbo Codes, Globecom, Dec. 2002, Taipei, Taiwan.
– Session Chair, Multicarrier and xDSL systems, Globecom, Dec. 2002, Taipei, Taiwan.
– Session Organizer and Chair, Modulation and Detection Techniques, Asilomar Conf.,
Nov. 2001.
– IEEE Communication Theory Committee Representative, Globecom 1999 (general
conference). Responsible for overseeing all sessions in communication theory (over
200 papers).
– Session Organizer and Chair, Receiver Algorithms and Performance Analysis, IEEE
International Conference on Communications, Atlanta, June 1998.
– Session Chair, Equalization, International Vehicular Tech. Conf., (Phoenix, AZ, May
1997).
– Session Chair, Equalization and Diversity, International Workshop on Mobile Communications,
Thessaloniki, GREECE, Sept. 19-21, 1996.
– Session Chair, Channel Modeling, IEEE Globecom 1999, Rio de Janiero, Brazil, Dec. 1999.
• Review Panels
– NASA, Advanced Environmental Monitoring and Control, Dec. 2002.
– NSF, ITR (small, communications).
– NASA Wireless Augmented Reality Prototype (WARP) Review Panel Member, JPL,
November 1998.
– NSF, Communications Research Panel Member, Washington D.C., (multiple occasions)
• Reviewer:
– Textbooks (KAP – 1995, PWS Publishing – 1996)
– Conference papers (ICC, ISIT, VTC, and Globecom, 1997-present)
– Research Proposals (ARO and NSF)
– Journal Papers (IEEE Trans. Comm., IEEE Trans. Info. Theory, IEEE J. Selected
Areas in Commun., European Transactions on Telecomm., IEEE Comm. Letters, IEEE
Antennas and Propagation Mag., J. of VLSI Signal Proc. Sys., Digital Sig. Proc. [Academic
Press]).
• Consulting:
– TrellisWare Technologies, Inc., Rancho Bernardo, CA: co-founder, Chief Scientist,
and member of Technical Advisory Board (2000-present).
– (1996-1999): Consultant for ViaSat, Inc, US Army (CECOM), and TRW.
• Outreach Activities

Keith M. Chugg – Curriculum Vita – October 12, 2007 4
– Participant, Partners in Engineering Problem Solving (PEPS) Workshop, Thayer School
of Engineering, Dartmouth College, Hanover, NH, July 26 – August 2, 1997. Program
to introduce project-oriented instruction into secondary and frosh college classes.
– Co-Organizer and Instructor, Engineering Concepts for the Secondary Classroom,
Los Angeles, July 12-16, 1998. Co-organized by David Cutter, biology teacher at Marshall
H.S., Los Angeles. Replication and modification of the PEPS workshop at Dartmouth.
Attended by 16 secondary teachers from the Los Angeles area.
– Faculty Mentor, USC School of Engineering (1998).
• University Service (excluded in web version)
Honors and Awards
• Fred Ellersick Award as the outstanding unclassified paper at Milcom 2003
• USC Nominee for the David & Lucille Packard Foundation Fellowship (1998)
• James H. Zumberge Grant (USC Internal)
• USC EE-Systems Department Outstanding Teaching Award, Fall 1996
• USC Outstanding Teaching Assistant (First Award, Spring 1995)
• USC Research Assistantship 1992-95
• USC Teaching Assistantship 1992-93
• USC All-University Pre-doctoral Merit Fellowship 1989-92
• USC School of Engineering Dean’s Fellowship 1989-92
• National Science Foundation Fellowship - Honorable Mention 1989
• Winston Churchill Foundation Fellowship - Finalist 1989
• Perkin-Elmer Scholarship 1986-89
• Achievement Rewards for College Scientists (ARCS) Foundation Scholarship 1987-89

Keith M. Chugg – Curriculum Vita – October 12, 2007 5
External Grants/Contracts Awarded
Grants/Contracts Awarded
• Sponsor: Northrop-Grumman Crop.
Title: Advanced Wireless Algorithms
Amount: $ 50,000 Dates: Oct. 2007-Oct. 2008
• Sponsor: National Science Foundation – ITR
Title: A Digital System Paradigm for Yield Enhancement and Graceful Degradation via
Error Acceptance
Amount: $ 1.1M Dates: Sept. 2004 - Aug. 2008
Co-PIs: S. Gupta, M. Breuer, A. Oretega
• Sponsor: TrellisWare Technologies, Inc.
Title: Modern Coding Methods
Amount: $ 12,000 Dates: Jan. 2004-May 2004
• Sponsor: INHA
Title: UltraWideband Basedand Radio Architectures
Amount: $ 50,000 Dates: Feb. 2004-Feb. 2005
Co-PIs: W. Namgoong
• Sponsor: Intel Corp
Title: Communications Computing Lab.
Amount: $ 75,401 Dates: Oct. 2001
Co-PIs: U. Mitra, P. V. Kumar , L. Welch.
• Sponsor: Army Research Office (ARO) – MURI
Title: Short-Range Ultra-Wideband Systems
Amount: $ 6.0M Dates: Jan. 2001 - Jan. 2006
Co-PIs: R. A. Scholtz (PI), W. Namgoong, UC Berkeley: R. Brodersen and D. Tse,
U. Mass.: D. Pozar, D. Schaubert, D. Goeckel
• Sponsor: National Science Foundation – ITR/SII (small)
Title: Space-Time Spreading and Coding
Amount: $ 474,716 Dates: Sept. 2000 - Jan. 2003
Co-PIs: P. V. Kumar (PI)
• Sponsor: Integrated Device Technologies
Title: IMSC Senior Partner Award (designated to K.M. Chugg for turbo-like coding on
long-haul fiber optic links )
Amount: $25,000 Dates: Sept. 1999 – May 2000
• Sponsor: National Science Foundation (NCR-ANI-9730556) – Special Projects in Wireless
Title: Fundamental Experimental and Analytical Studies in Ultra Wideband Radio with Application
to Wireless Multimedia Communication
Amount: $ 700,664 Dates: July 1998 – May 2001
Co-PIs: R. A. Scholtz, A. Ortega, A. Prata

Keith M. Chugg – Curriculum Vita – October 12, 2007 6
• Sponsor: National Science Foundation (CISE-CCR) (CCR-9726391)
Title: Algorithm and Implementation Co-Design for Optimizing Average Complexity/ Performance:
A Case-Study in High-Performance Low-Power Mobile Multimedia Communicator
Design
Amount: $239,028 Dates: May 1998 – May 2000
Co-PIs: P. A. Beerel, A. Ortega
• Sponsor: Advanced Micro Devices
Title: IMSC Senior Partner Award (designated to UltRa Lab development)
Amount: $100,000 Dates: December 1996 – December 1997
Co-PIs: R. A. Scholtz, J. Choma, A. Ortega
• Sponsor: National Science Foundation (CISE-NCR) (NCR-9616663)
Title: Two Dimensional Parallel Signaling and Detection Techniques with Applications to
Volume Optical Memories
Amount: $186,774 Dates: September 1996 – May 1999
• Sponsor: National Science Foundation – Engineering Research Center
Title: Integrated Media Systems Center
Amount: $12,475,000 Dates: September 1996 – August 2001
Co-PIs: C. l. Nikias (PI), plus 30 co-PIs
• Sponsor: AT& T Special Purpose Grant (The University of Arizona)
Title:Advanced Equalization Techniques for Wireless Packet Networks
Amount: $ 10,000 Dates: October 1996 – October 1997
• Sponsor: Army Research Office – Instrumentation
Title: Request for Research Instrumentation for the UltRa Lab.
Amount: $ 53,000 Dates: May 1, 1997 – April 30, 1998
Co-PIs: R.A. Scholtz (PI)
Educational Activities
Courses Taught
• EE 364: Introduction to Probability and Statistics for EEs
(undergraduate)
EE-Systems Dept., University of Southern California Fall 2005.
• EE 301: Introduction to Linear Systems
(undergraduate)
EE-Systems Dept., University of Southern California Fall 2004.
• EE 568: Error Correction Coding
(graduate)
EE-Systems Dept., University of Southern California Spring 2004, 2005, 2006, 2007.
• EE 535: Mobile Communication Systems
(graduate)
EE-Systems Dept., University of Southern California Fall 1999, 2000, 2003.
• EE 666: Data Communications
(graduate – revamped class)
EE-Systems Dept., University of Southern California Spring 1999, 2001, 2003.

Keith M. Chugg – Curriculum Vita – October 12, 2007 7
• EE 564: Digital Communication Theory
EE-Systems Dept., University of Southern California
1998, 2002, 2007.
(graduate)
Spring 1998, 2000, 2001, 2003, Fall
• EE 599: Mobile Radio Networks for Integrated Media Systems (graduate – new class)
EE-Systems Dept., University of Southern California Fall 1997.
• ECE 538: Digital Communication Theory
(graduate)
Dept. of ECE, The University of Arizona Spring 1996.
• ECE 503: Introduction to Random Processes
(graduate)
Dept. of ECE, The University of Arizona Fall 1995.
• EE 562a: Random Processes in Engineering
(graduate)
EE-Systems Dept., University of Southern California Summer 1993, Fall 1994, 1996, Spring
1995.
• EE 464: Probability Theory for Engineers
(undergraduate)
EE-Systems Dept., University of Southern California Spring 1994.
Ph.D. Students Graduated
1. Thomas R. Halford, Ph.D. May 2007, The Extraction and Complexity Limits of Graphical
Models for Linear Codes. Currently with TrellisWare Technologies, Glendale, CA.
2. Jordan Melzer, Ph.D. Dec. 2006, Low Complexity Turbo-like Codes.
3. Pansop Kim, Ph.D. Dec. 2005: Coded Multiple Antenna Systems with Simple Decoding Complexities.
Currently with Winbond, Irvine, CA
4. Chun-Hsuan (Paul) Kuo, Ph.D. Dec. 2005: On Bandwidth Efficient Constant Envelope Continuous
Phase Signals. Currently with Conexant, San Diego, CA
5. Mingrui Zhu, Ph.D. Dec. 2005: Synchronization in Low Duty Cycle UWB Systems Using
Iterative Message Passing Algorithms. Currently with Amicus Wireless, San Jose, CA.
6. Yuankai Wang, Ph.D. Dec. 2004: Random-Like Space-Time Codes: Performance Analysis,
Code Design and Iterative Detection. Currently with Marvell Semiconductor, Sunnyvale, CA.
7. Durai P. Thirupathi, Ph.D. Aug. 2004: Towards an All-Digital Ultrawideband Transciever
Design. Currently with Motia, Inc., Irvine, CA.
8. Kyu-Hyuk Chung, Ph.D. Dec. 2003: Iterative Data Detection: Bounding Performance and
Complexity Reduction. Currently with Dept. of Computer Science, Dankook University,
Korea.
9. Orhan Coskun, Ph.D. May 2003: Low-overhead Channel Estimation and Data Detection for
Wireless and Optical Fiber Channels. Currently an Assistant Professor Izmir Institute of
Technology (Turkey).
10. Ali Taha, Ph.D. May 2003: Performance Consideration of Wireless Multiple Access Digital
Impulse Radio under Realistic Multipath Fading Channels. Currently with Qualcomm, Inc.,
San Diego, CA.

Keith M. Chugg – Curriculum Vita – October 12, 2007 8
11. Robert (Ali) Golshan, Ph.D. May 2003, Low-Complexity Iterative Algorithms for Near-Optimal
Detection in Like Signal Interference.
12. Phunsak Thiennviboon,Ph.D., August 2002, Graphical Models for Iterative Data Detection.
Currently with TrellisWare Technologies Inc., San Diego, CA.
13. Jun Heo: Ph.D. May 2002, Iterative Data Detection: Modified Message-Passing Algorithms
and Convergence. Currently an Assistant Professor, ECE Dept., Korea University.
14. Kriang Lerdsuwanakij: Ph.D. Dec. 2000. On Receivers for Multipath Fading and Random
Phase Channels. Currently with Siemens Limited, Thailand.
15. Xiaopeng Chen, Ph.D. Dec. 1999. Iterative Detection: Applications and Complexity Reduction.
16. Achilleas Anastasopoulos, Ph.D. (1999). Adaptive Soft-In Soft-Out Algorithms and Iterative
Detection. Currently an Associate Professor, EECS Dept., University of Michigan, Ann
Arbor, MI.
17. Gent Paparisto, Ph.D. (1998). Array Processing Algorithms for Multipath Fading and Co-
Channel Interference in Wireless Systems.
Current Ph.D. Students
1. On Wa Yeung: Implementation Architectures for Robust Iterative Receivers.
2. Yuan-sheng Cheng (joint w/ M. Neely): Iterative message-passing algorithms for network
optimization.
3. Bertan Tezcan: Spatial Pilots for Near Closed-Loop MIMO Systems.
4. David K. Lee: Practical Methods for Cooperative Communications.
5. Rakan Al-Ohali: TBD
6. Marcus Urie: TBD
Visiting Ph.D. Scholars
• Fabio Principe, Ph.D. Candidate, U. Pisa, Italy, 2005-2006. (Thesis Advisor: Prof. Marco
Luise).
• Anders Hansson, Ph.D. Candidate, Chalmers University of Technology, Sweden. Academic
year 2000-2001. (Thesis advisor: Prof. Tor Aulin). Currently with Los Alamos National
Laboratory, New Mexico.
• Gianluigi Ferrari, Ph.D. Candidate, U. Parma, Italy. Academic year 2000-2001. (Thesis
advisor: Prof. Riccardo Raheli). Currently an Associate Professor at U. Parma, Italy.
Patents and Design Activities
(this section excluded in web version)

Keith M. Chugg – Curriculum Vita – October 12, 2007 9
Publications
http://csi.usc.edu/chugg/research/publications.shtml
Books Published
B-1. K. M. Chugg, A. Anastasopoulos, and X. Chen, Iterative Detection: Adaptivity, Complexity
Reduction, and Applications, Kluwer Academic Press, 2001.
Book Chapters
BC-1. A. Polydoros and K. M. Chugg, “Per-Survivor Processing (PSP),” Chapter 2 in Wireless
Communications: TDMA vs. CDMA (Eds. S. G. Glisic and P. A. Leppänen), KAP, 1997;
(also presented at PIMRC 1997, Oulu, Finland, Sept. 1997).
BC-2. K. M. Chugg, “Iterative Detection in Communication Systems,” chapter in Wiley Encyclopedia
of Communications, J.G. Proakis (editor), Dec. 2002.
Journal Articles under Review
JR-1. T. R. Halford and K. M. Chugg, “The extraction and complexity limits of graphical models
for linear codes,” November 2006, submitted to the IEEE Trans. Information Theory.
JR-2. J. Melzer and K. M. Chugg, “Systematic with serially concatenated parity codes,” 2006,
submitted to IEEE Trans. Communications.
JR-3. T. R. Halford and K. M. Chugg, “Random redundant iterative soft-in soft-out decoding,”
submitted to IEEE Trans. Communications.
JR-4. P. Kim and K. M. Chugg, “Capacity for complex linear STBCs with multiple rates,” submitted
to IEEE Trans. Wireless Communications.
Journal Articles in Print or to Appear
J-1. A. Anastasopoulos, K. M. Chugg, G. Colavolpe, G. Ferrari, and R. Raheli, “Iterative detection
for channels with memory: Algorithms and complexity,” 2007, to appear IEEE Proceedings.
J-2. X. Chen and K. M. Chugg, “Iterative soft-in/soft-out algorithms for arbitrary sparse channels,”
IEEE Trans. Communications, 2007, IEEE Trans. Communications (accepted).
J-3. T. R. Halford and K. M. Chugg, “An algorithm for counting short cycles in bipartite graphs,”
IEEE Trans. Information Theory, vol. 52, pp. 287–292, January 2006.
J-4. T. R. Halford, A. J. Grant, and K. M. Chugg, “Which codes have 4-cycle-free Tanner graphs”
IEEE Trans. Information Theory, vol. 52, pp. 4219–4223, September 2006.
J-5. O.W. Yeung and K. M. Chugg, “An iterative algorithm and low complexity hardware architecture
for fast acquisition of PN codes in UWB systems,” Springer J. VLSI Signal Processing
(special issue on Ultrawideband Systems), vol. 43, April 2006.
J-6. M. Zhu and K. M. Chugg, “Bounds on the expansion properties of Tanner graphs,” May
2006, accepted with minor revisions, IEEE Trans. Information Theory.

Keith M. Chugg – Curriculum Vita – October 12, 2007 10
J-7. K. M. Chugg and M. Zhu, “A new approach to rapid PN code acquisition using iterative
message passing techniques,” IEEE J. Select. Areas Commun., vol. 23, pp. 884–897, May
2005.
J-8. O. Coskun and K. M. Chugg, “Combined coding and training for unknown ISI channels,”
IEEE Trans. Communications, vol. 53, pp. 1310–1322, August 2005.
J-9. T. R. Halford, V. Ponnampalam, A. J. Grant, and K. M. Chugg, “Soft-in soft-out decoding of
Reed-Solomon codes based on Vardy and Be’ery’s decomposition,” IEEE Trans. Information
Theory, vol. 51, pp. 4363–4386, December 2005.
J-10. J. Heo and K. M. Chugg, “Analysis of scaling soft information based on density evolution,”
IEEE Trans. Communications, vol. 53, pp. 957–961, June 2005.
J-11. G. Ferrari and K.M. Chugg, “Linear programming-based optimization of the distance spectrum
of linear block codes,” IEEE Trans. Information Theory, vol. 49, pp. 1794–1800, July
2003.
J-12. H. Lu, Y. Wang, P.V. Kumar, and K.M. Chugg, “Remarks on space-time codes including
a new lower bound and an improved code,” IEEE Trans. Information Theory, vol. 49, pp.
2752–2757, October 2003.
J-13. A. Anastasopoulos and K. M. Chugg, “Adaptive iterative detection for phase tracking in
turbo-coded systems,” IEEE Trans. Communications, vol. 49, pp. 2135–2144, December
2001.
J-14. P. A. Beerel and K. M. Chugg, “A low latency SISO with application to broadband turbo
decoding,” IEEE J. Select. Areas Commun., vol. 19, pp. 860–870, May 2001.
J-15. K. M. Chugg and A. Anastasopoulos, “On symbol error probability bounds for ISI-like channels,”
IEEE Trans. Communications, pp. 1704–1709, April 2001.
J-16. A. Hansson, K. M. Chugg, and T. Aulin, “On forward-adaptive versus forward/backwardadaptive
SISO algorithms for Rayleigh fading channels,” IEEE Communications Letters, pp.
477–479, December 2001.
J-17. J. Heo, K. Chung, and K. M. Chugg, “Simple stopping criterion for min-sum iterative decoding
algorithm,” IEE Electronics Letters, pp. 1530–1531, December 2001.
J-18. A. Anastasopoulos and K. M. Chugg, “Adaptive Soft-Input Soft-Output algorithms for iterative
detection with parametric uncertainty,” IEEE Trans. Communications, vol. 48, pp.
1638–1649, October 2000.
J-19. K. M. Chugg, X. Chen, , and M. A. Neifeld, “Two-dimensional equalization in coherent and
incoherent page oriented optical memory,” J. Opt. Soc. Amer. A, vol. 16, pp. 549–562, March
1999.
J-20. G. Paparisto and K. M. Chugg, “PSP array processing for multipath fading channels,” IEEE
Trans. Communications, vol. 47, pp. 504–507, April 1999.
J-21. X. Chen, K. M. Chugg, and M. A. Neifeld, “Near-optimal parallel distributed data detection
for page-oriented optical memories,” IEEE J. Select. Topics Quantum Electron., vol. 4, pp.
866–879, Sept./Oct. 1998, (special issue on Advanced Optical Storage Technologies).

Keith M. Chugg – Curriculum Vita – October 12, 2007 11
J-22. K. M. Chugg, “Blind acquisition characteristics of PSP-based sequence detectors,” IEEE
J. Select. Areas Commun., vol. 16, pp. 1518–1529, October 1998.
J-23. K. M. Chugg, “The condition for the applicability of the Viterbi algorithm with implications
for fading channel MLSD,” IEEE Trans. Communications, vol. 46, pp. 1112–1116, September
1998.
J-24. K. M. Chugg and A. Polydoros, “MLSE for an unknown channel – part I: Optimality considerations,”
IEEE Trans. Communications, vol. 44, pp. 836–846, July 1996.
J-25. K. M. Chugg and A. Polydoros, “MLSE for an unknown channel – part II: Tracking performance,”
IEEE Trans. Communications, pp. 949–958, August 1996.
J-26. M. A. Neifeld, K. M. Chugg, and B. M. King, “Parallel data detection in page-oriented optical
memory,” Opt. Lett., vol. 21, pp. 1481–1483, September 1996.
J-27. P. Kim and K. M. Chugg, “Capacity for suboptimal receivers for coded multiple-input
multiple-output systems,” to appear IEEE Trans. Wireless Communications.
Conference Papers Submitted
CR-1. R.Z. Bhatti, K.M. Chugg, and J. Draper, “Standard cell based pseudo-random clock generator
for statistical random sampling of digital vlsi signals,” in Submitted to IEEE International
Midwest Symp. Circuits and Systems (MWSCAS 2007).
CR-2. A. Blair, T. Brown, K. M. Chugg, J. Harris, and M. Johnson, “Tactical mobile mesh network
system design,” in Submitted to IEEE MILCOM 2007.
CR-3. B. Tezcan and K. M. Chugg, “Dual codebook antenna method - beamforming with no direct
channel estimation,” in Submitted to IEEE MILCOM 2007.
Conference Papers Presented or Accepted for Presentatation
C-1. P. A. Beerel, K. M. Chugg, and G. Dimou, “Ansychronous logic implementation of treestructured
SISOs,” in IEEE Information Theory Workshop, Lake Tahoe, CA, September
2007.
C-2. T. R. Halford and K. M. Chugg, “The complexity limits of graphical models for linear codes,”
in IEEE Information Theory Workshop, Lake Tahoe, CA, September 2007.
C-3. T. R. Halford and K. M. Chugg, “Conditionally cycle-free generalized Tanner graphs: Theory
and application to high-rate serially concatenated codes,” in Proc. IEEE International
Symp. on Information Theory, Nice, France, June 2007.
C-4. T. R. Halford, M. T. Urie, and K. M. Chugg, “Graphical models for coset codes,” in Hawaii
and SITA Joint Conference on Information Theory, Manoa, HI, May 2007.
C-5. Y.-S. Cheng, M. J. Neely, and K. M. Chugg, “Iterative message passing algorithm for bipartite
maximum weighted matching,” in Proc. IEEE International Symp. on Information
Theory, Seattle, WA, July 2006.

Keith M. Chugg – Curriculum Vita – October 12, 2007 12
C-6. T. R. Halford and K. M. Chugg, “Random redundant soft-in soft-out decoding of linear block
codes,” in Proc. IEEE International Symp. on Information Theory, Seattle, WA, July 2006.
C-7. T. R. Halford and K. M. Chugg, “The trade-off between cyclic topology and complexity
in graphical models for block codes,” in Proc. Allerton Conf. Commun., Control, Comp.,
Allerton House, Illinois, September 2006.
C-8. T. R. Halford, A. J. Grant, and K. M. Chugg, “Which codes have 4-cycle-free tanner graphs”
in Proc. IEEE International Symp. on Information Theory, Seattle, WA, July 2006.
C-9. D. K. Lee and K. M. Chugg, “Pragmatic cooperative diversity communications,” in
Proc. IEEE Military Comm. Conf., Washington DC, October 2006.
C-10. J. Melzer and K. M. Chugg, “Irregular designs for two-state systematic with serially concatenated
parity codes,” in Proc. IEEE Military Comm. Conf., Washington DC, October
2006.
C-11. F. Principe, K. M. Chugg, and M. Luise, “Performance evaluation of message-passing-based
algorithms for fast acquisition of spreading codes with application to satellite positioning,”
in NAVITEC , Noordwijk, The Netherlands, December 2006.
C-12. F. Principe, K. M. Chugg, and M. Luise, “Rapid acquisition of Gold codes and related
sequences using iterative message passing on redundant graphical models,” in Proc. IEEE
Military Comm. Conf., Washington DC, October 2006.
C-13. K. M. Chugg and P. Gray, “Using flexible turbo-like codes for simplified waterfilling,” in
Proc. IEEE Intl. Workshop on Signal Processing Advances for Wireless Communications
(SPAWC), pp. 1083–1087, New York, NY, June 2005.
C-14. K. M. Chugg, P. Thiennviboon, G. D. Dimou, P. Gray, and J. Melzer, “A new class of
turbo-like codes with universally good performance and high-speed decoding,” in Proc. IEEE
Military Comm. Conf., Atlantic City, NJ, October 2005.
C-15. P. Kim and K. M. Chugg, “Capacity of suboptimal decoders for coded multiple-input
multiple-output systems,” in 2nd International Symposium on Wireless Communication Systems,
pp. 13–17, September 2005.
C-16. P. Kim and K. M. Chugg, “Complex linear STBCs with multiple rates,” in 2nd International
Symposium on Wireless Communication Systems, pp. 421–425, September 2005.
C-17. C.-H. Kuo and K. M. Chugg, “The capacity of constant envelope, continuous phase signals
over AWGN channel under Carsons rule bandwidth constraint,” in Proc. International
Conf. Communications, pp. 2179–2183, Seoul, Korea, May 2005.
C-18. C.-H. Kuo and K. M. Chugg, “Improving the bandwidth efficiency and performance of CPM
signals via shaping and iterative detection,” in Proc. IEEE Military Comm. Conf., Atlantic
City, NJ, October 2005.
C-19. D. Thirupathi and K. M. Chugg, “Frame synchronization and channel acquisition in impulse
radio,” in Proc. IEEE Intl. Workshop on Signal Processing Advances for Wireless Communications
(SPAWC), pp. 1078–1082, New York, NY, June 2005.

Keith M. Chugg – Curriculum Vita – October 12, 2007 13
C-20. O. Yeung and K. M. Chugg, “An iterative algorithm and low complexity hardware architecture
for fast acquisition of long PN codes in UWB systems,” in Proc. Allerton Conf. Commun.,
Control, Comp., Allerton House, Illinois, October 2005.
C-21. M. Zhu and K. M. Chugg, “Lower bounds on stopping distance of linear codes and their
applications,” in Proc. Allerton Conf. Commun., Control, Comp., Allerton House, Illinois,
October 2005.
C-22. K. M. Chugg, “A new turbo-like code with desirable practical properties,” in IEEE Communication
Theory Workshop (no proceedings), Capri Island, May 2004, (recent results session).
C-23. T. R. Halford and K. M. Chugg, “Counting and enumerating cycles in bipartite graphs,” in
IEEE Communication Theory Workshop (no proceedings), Capri Island, May 2004, (recent
results session).
C-24. C.-H. Kuo and K. M. Chugg, “On the bandwidth efficeincy of CPM signals,” in Proc. IEEE
Military Comm. Conf., Monterey, CA, October 2004.
C-25. D. Thirupathi and K. M. Chugg, “Symbol synchronization in coded UWB systems using
adaptive iterative detection,” in Proc. IEEE Military Comm. Conf., Monterey, CA, October
2004.
C-26. Y. Wang, R. Omrani, K. M. Chugg, and P. V. Kumar, “Low-density parity-check space-time
codes: performance analysis and code construction,” in Proc. IEEE International Symp. on
Information Theory, p. 156, Chicago, IL, June 2004.
C-27. O. Coskun and K.M. Chugg, “Baud rate timing recovery and slicer threshold estimation for
adaptive dispersion compensation of fiber optic channles,” in Proc. Asilomar Conf. Signals,
Systems, Comp., pp. 27–31, Pacific Grove, CA, November 2003.
C-28. A. Taha and K. M. Chugg, “On the power spectral density of wireless multiple access UWB
impulse radio under realistic propagation conditions,” in Proc. Vehicular Tech. Conf., pp.
1298–1302, Orlando, FL, October 2003.
C-29. P. Thiennviboon, A. Ortega, and K. M. Chugg, “Model-based digital image halftoning using
iterative reduced-complexity grid message-passing algorithm,” in Color Imaging: Processing,
Hardcopy and Applications VIII (Proc. SPIE/IS&T Volume 5008), pp. 419–430, Santa Clara,
CA, January 2003.
C-30. D. Thirupathi and K. M. Chugg, “Construction of coset-based low rate convolutional codes
and their application to low rate turbo-like code design,” in Proc. International Conf. Communications,
pp. 2723–2727, Anchorage, AL, May 2003.
C-31. Y. Wang, K.M. Chugg, J. Yang, Z. Zhang, and P. Kuo, “On the trade-off between performance
and rate for finite alphabet MIMO systems,” in Proc. IEEE International Symp. on
Information Theory, pp. 324–324, Yokohama, Japan, July 2003.
C-32. M. Zhu and K. M. Chugg, “Iterative message passing techniques for rapid PN code acquisition,”
in Proc. IEEE Military Comm. Conf., pp. 434–439, Boston, MA, October 2003.
C-33. J. Cromwell, G. Paparisto, and K. M. Chugg, “On the design and hardware demonstration of
a robust, high-speed frequency-hopped radio for severe battlefield channels,” in Proc. IEEE
Military Comm. Conf., pp. 900–904, Anahiem, CA, October 2002.

Keith M. Chugg – Curriculum Vita – October 12, 2007 14
C-34. G. Ferrari and K.M. Chugg, “Linear programming-based optimization of the distance spectrum
of linear block codes,” in IEEE Concepts in Information Theory (tribute to J. Massey,
no proceedings), Breisach, Germany, June 2002.
C-35. H. Lu, Y. Wang, P. V. Kumar, and K. M. Chugg, “On pairwise error probability of spacetime
codes,” in Proc. IEEE International Symp. on Information Theory, p. 330, Lausanne,
Switzerland, July 2002.
C-36. H. Lu, Y. Wang, P. V. Kumar, and K. M. Chugg, “On the performance of space-time codes,”
in IEEE Information Theory Workshop, pp. 49–52, Bangalore, India, October 2002.
C-37. A. Polydoros and K.M. Chugg, “Co-channel mitigation techniques for narrowband signals,”
in Proc. URSI International Symp. Radio Science, Poznan, Poland, March 2002.
C-38. A. Taha and K. M. Chugg, “Multipath diversity reception of wireless multiple access timehopping
spread-spectrum digital impulse radio,” in Proc. IEEE Conference on Ultra Wideband
Systems and Technologies, pp. 283–287, Baltimore, MD, May 2002.
C-39. A. Taha and K. M. Chugg, “On designing the optimal template waveform for UWB impulse
radio in the presence of multipath,” in Proc. IEEE Conference on Ultra Wideband Systems
and Technologies, pp. 41–45, Baltimore, MD, May 2002.
C-40. A. Taha and K. M. Chugg, “A theoretical study on the effects of interference on UWB
multiple access impulse radio,” in Proc. Asilomar Conf. Signals, Systems, Comp., pp. 728–
732, Pacific Grove, CA, November 2002.
C-41. P. Thiennviboon, G. Ferrari, and K.M. Chugg, “Generalized trellis-based reduced-state softinput/soft-output
algorithms,” in Proc. International Conf. Communications, pp. 1667–
1671, New York, NY, May 2002.
C-42. P. Thiennviboon, G. Ferrari, and K.M. Chugg, “An overstructured graph for reduced-state
forward-backward algorithms,” in Proc. IEEE International Symp. on Information Theory,
p. 367, Lausanne, Switzerland, July 2002.
C-43. D. Thirupathi and K. M. Chugg, “A simple construction of low rate convolutional codes
with application to low rate turbo-like code design,” in Proc. Globecom Conf., pp. 1305–
1309, Taipei, Taiwan, November 2002.
C-44. D. Thirupathi and K. M. Chugg, “A simple low rate turbo-like code design for spread spectrum
systems,” in Proc. Asilomar Conf. Signals, Systems, Comp., pp. 108–112, Pacific Grove,
CA, November 2002.
C-45. K. Chung, K. M. Chugg, and J. Heo, “Reduced state adaptive SISO algorithms for serially
concatenated CPM over frequency-selective fading channels,” in Proc. Globecom Conf., pp.
1162–1166, San Antonio, TX, November 2001.
C-46. A. R. Golshan and K. M. Chugg, “A reduced complexity algorithm for iterative detection
and decoding of asynchronous users,” in Proc. International Conf. Communications, pp.
847–851, Helsinki, Finland, June 2001.
C-47. J. Heo and K. M. Chugg, “Constrained iterative decoding: performance and convergence
analysis,” in Proc. Asilomar Conf. Signals, Systems, Comp., pp. 275–279, Pacific Grove,
CA, November 2001.

Keith M. Chugg – Curriculum Vita – October 12, 2007 15
C-48. A. Taha and K. M. Chugg, “Multiple access capacity of digital impulse radio in the presence
of multipath fading,” in Proc. URSI International Symp. Radio Science, Denver, CO, 2001.
C-49. P. Thiennviboon, A. Ortega, and K. M. Chugg, “Simplified grid message-passing algorithm
with application to digital image halftoning,” in Proc. Intl. Conf. Image Processing, pp.
1061–1064, Thessaloniki, Greece, October 2001.
C-50. D. Thirupathi and K. M. Chugg, “On the smoothing of trellis coded quantization,” in
Proc. Globecom Conf., pp. 1426–1429, San Antonio, TX, November 2001.
C-51. G. Zhou, Y. Wang, Z. Zhang, and K.M. Chugg, “On space-time convolutional codes for
psk modulation,” in Proc. International Conf. Communications, pp. 1122–1126, Helsinki,
Finland, June 2001.
C-52. P. A. Beerel and K. M. Chugg, “An O(log 2 N)-latency SISO with application to broadband
turbo decoding,” in Proc. IEEE Military Comm. Conf., pp. 194–201, Los Angeles, CA,
October 2000.
C-53. X. Chen and K. M. Chugg, “Reduced state soft-in/soft-out algorithms for complexity reduction
in iterative and non-iterative data detection,” in Proc. International Conf. Communications,
pp. 6–10, New Orleans, LA, June 2000.
C-54. O. Coskun and K. M. Chugg, “Codes for unknown ISI channels,” in Proc. Allerton
Conf. Commun., Control, Comp., pp. 689–699, October 2000.
C-55. R. Golshan and K. M. Chugg, “Iterative coded multiuser detection with a Verdú soft demodulator,”
in Proc. Asilomar Conf. Signals, Systems, Comp., pp. 1173–1177, November
2000.
C-56. J. Heo and K. M. Chugg, “Adaptive iterative detection for turbo codes on flat fading channels,”
in Wireless Comm. and Networking Conf., pp. 134–139, Chicago, IL, September 2000.
C-57. J. Heo, K. M. Chugg, and A. Anastasopoulos, “A comparison of forward-only and bidirectional
fixed-lag adaptive SISOs,” in Proc. International Conf. Communications, pp.
1660–1664, New Orleans, LA, June 2000.
C-58. P. Thiennviboon and K. M. Chugg, “A low-latency SISO via message passing on a binary
tree,” in Proc. Allerton Conf. Commun., Control, Comp., pp. 959–960, October 2000.
C-59. A. Anastasopoulos and K. M. Chugg, “Adaptive iterative detection for turbo codes with
carrier-phase uncertainty,” in Proc. Globecom Conf., pp. 2369–2374, Rio de Janeiro, Brazil,
December 1999.
C-60. A. Anastasopoulos and K. M. Chugg, “Adaptive SISO algorithms for iterative detection
with parametric uncertainty,” in Proc. International Conf. Communications, pp. 177–181,
Vancouver, Canada, June 1999, (Communication Theory Mini-Conference).
C-61. A. Anastasopoulos and K. M. Chugg, “Phase tracking for turbo codes: An approach based
on adaptive SISOs,” in IEEE Communication Theory Workshop (no proceedings), Aptos,
CA, May 1999, (invited by Sergio Benedetto).
C-62. K. M. Chugg, K. Demirciler, and A. Ortega, “Soft information for source channel coding and
decoding,” in Proc. Asilomar Conf. Signals, Systems, Comp., pp. 326–331, October 1999.

Keith M. Chugg – Curriculum Vita – October 12, 2007 16
C-63. K. Lerdsuwanakij, K. M. Chugg, and A. Polydoros, “Quanitzation-based estimation,” in
Proc. Asilomar Conf. Signals, Systems, Comp., pp. 37–41, October 1999.
C-64. G. Paparisto, P. Pangiotis, and K. M. Chugg, “A single packet ML method for adaptive CCI
identification and mitigation,” in Proc. Globecom Conf., pp. 492–496, Rio de Janeiro, Brazil,
December 1999.
C-65. S. Singh, P. Thiennviboon, R. Ozdag, S. Tugsinavisut, R. Chokkalingam, P. A. Beerel, and
K. M. Chugg, “Algorithm and circuit co-design for a low-power sequential decoder,” in
Proc. Asilomar Conf. Signals, Systems, Comp., pp. 389–394, October 1999.
C-66. A. Anastasopoulos and K. M. Chugg, “TCM for frequency-selective, interleaved fading channels
using joint diversity combining,” in Proc. International Conf. Communications, pp.
1340–1344, Atlanta, GA, June 1998.
C-67. X. Chen and K. M. Chugg, “Near-optimal page detection for two-dimensional ISI/AWGN
channels using concatenated modeling and iterative detection,” in Proc. International
Conf. Communications, pp. 952–956, Atlanta, GA, June 1998.
C-68. K. M. Chugg and X. Chen, “Efficient architectures for soft-output algorithms,” in Proc. International
Conf. Communications, pp. 126–130, Atlanta, GA, June 1998.
C-69. K. M. Chugg, X. Chen, A. Ortega, and C-W. Chang, “An iterative algorithm for twodimensional
digital least metric problems with applications to digital image compression,”
in Proc. Intl. Conf. Image Processing, pp. 722–726, Chicago, IL, 1998.
C-70. K. M. Chugg and K. Lerdsuwanakij, “Fading channel sequence detection based on rational
approximations to the clarke doppler spectrum,” in Proc. International Conf. on Telecommunications,
Chalkidiki, Greece, 1998.
C-71. K. M. Chugg and Y. Yang, “On the improvement of channel unwrapping for conventionadaptive
MLSD,” in Proc. Asilomar Conf. Signals, Systems, Comp., pp. 27–31, November
1998.
C-72. M.A. Neifeld, K. M. Chugg, and X. Chen, “Two-dimensional equalization in holographic
optical memory,” in Proc. Conf. on Optics in Computing, Brussels, Belgium, June 1998.
C-73. G. Paparisto and K. M. Chugg, “The performance of adaptive MLSD for frequency-selective
channels with array measurements,” in Proc. International Conf. Communications, pp. 743–
747, Atlanta, GA, June 1998.
C-74. A. Anastasopoulos and K. M. Chugg, “An efficient method for simulation of frequency selective
isotropic Rayleigh fading,” in Proc. Vehicular Tech. Conf., pp. 2084–2088, Phoenix,
AZ, May 1997.
C-75. A. Anastasopoulos and K. M. Chugg, “Iterative equalization/decoding of TCM for frequencyselective
fading channels,” in Proc. Asilomar Conf. Signals, Systems, Comp., pp. 177–181,
November 1997.
C-76. K. M. Chugg, “Acquisition performance of blind sequence detectors using per-survivor processing,”
in Proc. Vehicular Tech. Conf., pp. 539–543, Phoenix, AZ, May 1997.

Keith M. Chugg – Curriculum Vita – October 12, 2007 17
C-77. K. M. Chugg, “PSP: An important component of integrated receiver processing,” in IEEE
Communication Theory Workshop (no proceedings), Tucson, AZ, April 1997, (Invited by
Desmond Taylor).
C-78. K. M. Chugg, X. Chen, and Mark A. Neifeld, “Two-dimensional linear MMSE equalization
for page-oriented optical memories,” in Proc. Asilomar Conf. Signals, Systems, Comp., pp.
343–347, November 1997.
C-79. G. Paparisto and K. M. Chugg, “A comparison of PSP-based array processors using structured
and unstructured stochastic gradient estimators,” in Proc. Asilomar Conf. Signals,
Systems, Comp., pp. 133–137, November 1997.
C-80. G. Paparisto, K. M. Chugg, N. E. Lay, and A. Polydoros, “A PSP antenna array receiver for
joint angle, multipath and data estimation,” in Proc. Globecom Conf., pp. 379–383, Phoenix,
AZ, November 1997.
C-81. K. M. Chugg, “Minimum mitigation bandwidth for time-limited pulses,” in Proc. IEEE
Intn’l. Conf. Spread Spectrum Tech. and Applications (ISSSTA), pp. 632–635, Mainz, Germany,
September 1996, (Invited by Frank Amoroso).
C-82. K. M. Chugg, “Performance of optimal digital page detection in a two-dimensional
ISI/AWGN channel,” in Proc. Asilomar Conf. Signals, Systems, Comp., pp. 958–962, Pacific
Grove, CA, November 1996.
C-83. K. M. Chugg, “Maximum likelihood sequence estimation for unknown channels,” in IEEE
Communication Theory Workshop (no proceedings), Santa Cruz, CA, April 1995, (Invited
by Andreas Polydoros).
C-84. K. M. Chugg and A. Polydoros, “On the existence and uniqueness of joint channel and data
estimates,” in Proc. IEEE International Symp. on Information Theory, p. 402, September
1995.
C-85. K.M. Chugg, C-S. Long, and A. Polydoros, “Combined likelihood power estimation and
multiple hypothesis modulation classification,” in Proc. Asilomar Conf. Signals, Systems,
Comp., pp. 1137 – 1141, Pacific Grove, CA, October 1995.
C-86. K.M. Chugg and A. Polydoros, “Front-end processing for joint maximum likelihood channel
and sequence estimation,” in Proc. Globecom Conf., pp. 51–55, December 1994, (Communication
Theory Mini-Conference).
C-87. C-S. Long, K.M. Chugg, and A. Polydoros, “Further results for digital quadrature modulation
classification in AWGN,” in Proc. IEEE Military Comm. Conf., pp. 55–61, October 1994.
Invited Talks
Invited Talks and Short Courses
T-1. K.M. Chugg, “Post-Modern Coding,” Cicuits and Systems Seminar, Electrical Engineering
Dept., U. Washington, Seattle, WA., Oct. 2006.

Keith M. Chugg – Curriculum Vita – October 12, 2007 18
T-2. K.M. Chugg, “Fast PN Code Acquisition Using Iterative Message-Passing Algorithms,” IEEE
Los Angeles Chapters of Comm., Signal Processing, and Vehicular Technologies Societies
Seminar, Aerospace Corp., Feb. 2006.
T-3. K.M. Chugg, “High-spectral Efficiency with Constant Envelope, Continuous Phase Modulations,”
EE Dept., Notre Dame, Oct. 2005.
T-4. K.M. Chugg, “Flexible Turbo-like Codes with Efficient, High-Speed Hardware Implementations,”
IEEE Vehicular Technology Society Seminar, LG MobileComm USA, Inc., San Diego,
CA, June 2005.
T-5. K.M. Chugg, “Fast PN Code Acquisition Using Iterative Message-Passing Algorithms,” EE
Dept., UCLA, May 2005.
T-6. K.M. Chugg, “Iterative Detection and Modern Coding,” Raytheon Corp., Fullerton, CA,
April 2004.
T-7. K. M. Chugg, “Overview of Iterative Detection with Applications,” SC Mathematics Department
Colloquium, Feb. 2004.
T-8. K. M. Chugg, “Overview of Iterative Detection with Applications,” U. Mass, Amhearst,
Oct. 2003.
T-9. K. M. Chugg, “Topics in Turbo-Like Codes,” Stanford University, Wireless Communications
Seminar Series, March 2001.
T-10. K. M. Chugg, “Iterative Detection,” (short course) Vehicular Technology Conference, Atlantic
City, New Jersey, Oct. 2001.
T-11. K. M. Chugg, “Iterative Detection,” (short course) Telecommunications Theory Group, Chalmers
University, Göteborg, Sweden, June 2001.
T-12. A. Anastasopoulos and K. M. Chugg (presenter), “Adaptive Iterative Detection,” Stanford
University, Palo Alto, CA May 1999.
T-13. K. M. Chugg, “Phase Tracking for Turbo Codes: An Approach Based on Adaptive SISOs,”
28-th Annual IEEE Communication Theory Workshop 1999, Monterey, CA, May 1999 (with
A. Anastasopoulos).
T-14. A. Anastasopoulos and K. M. Chugg (presenter), “Adaptive Iterative Detection,” UCLA, Los
Angeles, CA April. 1999.
T-15. A. Anastasopoulos and K. M. Chugg (presenter), “Adaptive SISO Algorithms and Iterative
Detection for Systems with Parametric Uncertainty,” Univ. of Bologna, Bologna, ITALY
Dec. 1998.
T-16. K. M. Chugg, “Introduction to PSP and SISOs,” Univ. of Bologna, Bologna, ITALY Dec. 1998.
T-17. K. M. Chugg, “Introduction to Mobile Communications (8 hrs),” Cyprus Telecommunications
Authority, CYPRUS, Dec. 1998.
T-18. K. M. Chugg, “Introduction to Mobile Communications (3 hrs),” A Leap Into the Next Millennium,
CYPRUS, Dec. 1998.

Keith M. Chugg – Curriculum Vita – October 12, 2007 19
T-19. A. Anastasopoulos (presenter) and K. M. Chugg, “Adaptive SISOs for Iterative Detection
with Parametric Uncertainty,” CSI Review, Los Angeles, CA, Nov. 1998.
T-20. A. Anastasopoulos (presenter) and K. M. Chugg, “Elements of Adaptive Iterative Detection,”
CALTECH, Pasadena, CA, Nov. 1998.
T-21. K. M. Chugg, “Two Dimensional Data Detection,” CALTECH, Pasadena, CA, Oct. 1998.
T-22. K. M. Chugg, “Elements of Adaptive Iterative Detection,” The Ohio State University, Columbus,
OH, Sept. 1998.
T-23. K. M. Chugg, “Issues Associated with Commercial Mobile Multiple User Systems based on
Baseband TH/CDMA,” Ultra-Wideband Radio Workshop, Alisol Ranch, CA, May 1998.
T-24. “Mobile Radio Networks for Integrated Media Systems,” IMSC Shortcourse, June 1997.
T-25. “PSP: An Important Component of Integrated Receiver Processing,” 26-th Annual IEEE
Communication Theory Workshop 1997, Tucson, AZ, April 1997.
T-26. “Acquisition Properties of Joint Channel and Sequence Estimation Algorithms,” Electrical
Engineering Dept., UCLA, March 5, 1997.
T-27. “Acquisition Performance of Generalized Per-Survivor Processors,” CSI Research Review,
USC, February 27, 1997.
T-28. “IMSC and Wireless Communications Activities at USC,” Harvey Mudd College (Engineering
Seminar), Claremont, CA, Oct. 28, 1996.
T-29. “Data Detection in Page-Oriented Memory Systems,” EE-Systems Dept., USC, May 9,1996.
T-30. “Research Activities in Digital Communication Systems at The University of Arizona,” Hughes
Network Systems, Germantown, MD, March 1996.
T-31. “Sequence Estimation in the Presence of Parametric Uncertainty,” EECS Dept., UC Berkeley,
April 1995.
T-32. “Sequence Estimation in the Presence of Parametric Uncertainty,” EE-Systems Dept., USC,
March 1995.
T-33. “Sequence Estimation in the Presence of Parametric Uncertainty,” EECS Dept., MIT, March
1995.
T-34. “Sequence Estimation in the Presence of Parametric Uncertainty,” ECE Dept., The University
of Arizona, March 1995.
T-35. “Per-Survivor Processing - A General Technique for MLSE in the Presence of Parametric
Uncertainty” 1995 CSI Research Review, University of Southern California, Feb. 1995.