Andrew C Singer - Publications

ANDREW C. SINGER

PUBLICATIONS

TEXTBOOK

J. Buck, M. Daniel, and A. Singer, Computer Explorations in Signals and Systems Using Matlab, Prentice Hall, November 1996 [First Edition], 2001 [Second Edition].

BOOK SECTION

A. Singer, "Solitons," Article for Chapter on "Nonlinear Signals and Systems," The DSP Handbook, Edited by V. Madisetti and D. Williams, CRC Press, 1997.

JOURNAL ARTICLES

Singer, G. Wornell, and A. Oppenheim, "Nonlinear Autoregressive Modeling and Estimation in the Presence of Noise," Digital Signal Processing, vol. 4, no. 4, pp. 207-221, October 1994.

Singer and A. Oppenheim, "Circuit Implementations of Soliton Systems," International Journal of Bifurcation and Chaos, vol. 9, no. 4, pp. 571-590, April 1999.

Singer, A. Oppenheim, and G. Wornell, "Detection and Estimation of Multiplexed Soliton Signals," IEEE Transactions on Signal Processing, vol. 47, no. 10, pp. 2768-2782, October 1999.

Singer and M. Feder, "Universal Linear Prediction by Model Order Weighting," IEEE Transactions on Signal Processing, vol. 47, no. 10, pp. 2685-2699, October 1999.

D. Baron and A. C. Singer, "On the Cost of Worst-Case Coding Constraints" IEEE Trans. Information Theory, vol. 47, pp. 3088-3090, November 2001.

M. J. Lopez, and A. C. Singer, "A DFE Coefficient Placement Algorithm for Digital Communications," IEEE Transactions on Communications, Volume: 49 issue: 8 , pp. 1334 -1338, Aug. 2001.

M. Tuechler, R. Koetter, and A. C. Singer, "Turbo Equalization: Principles and New Results", IEEE Transactions on Communications, vol. 50, no. 5, pp.754-767, May 2002.

M. Tuechler, A. C. Singer, and R. Koetter, "Minimum Mean Square Error Equalization with Priors," IEEE Transactions on Signal Processing, vol. 50 no. 3, pp. 673 -683, March 2002.

N. Cadalli, D.C. Munson, and A.C. Singer, “Bistatic Receiver Model for Airborne LIDAR Returns Incident on an Imaging Array From Underwater Objects,” [pdf] Applied Optics, vol. 41, no. 18, pp. 3638-3649, June 2002.

A. C. Singer, S. S. Kozat, and M. Feder, "Universal linear least squares prediction: upper and lower bounds," IEEE Transactions on Information Theory, vol. 48, no. 8, pp. 2354-2362, August, 2002.

S.-J. Lee, N. R. Shanbhag and A. C. Singer, "Energy-efficient VLSI architecture for linear turbo equalizer," Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology, v 39, n 1-2 SPEC.ISS., January/February, 2005, p 49-62

J. Nelson, A. C. Singer, and R. Koetter, "Linear Iterative Turbo Equalization (LITE) for Dual Channels," IEEE Transactions on Communications, pp. 860-864, June 2003.

M. Tuechler, R. Koetter, and A. Singer, "Graphical models for coded data transmission over intersymbol interference channels," (Invited) European Transactions on Telecommunications, v 15, n 4, July/August, 2004, Selected Papers from the 5th International ITG Conference on Source and Channel Coding, 2004, p 307-321

S. Song, A. C. Singer, and K.-M. Sung, "Soft input channel estimation for turbo equalization," IEEE Transactions on Signal Processing ,Volume: 52 , Issue: 10 , Oct. 2004 Pages:2885 - 2894

R. Koetter, A.C. Singer, and M. Tuechler, "Turbo Equalization," IEEE Signal Processing Magazine, invited paper, Special Issue on Graphical Models,Volume: 21 Issue: 1 , Jan. 2004 Pages:67 - 80

Y. Jiang, R. Koetter, and A. Singer, "On the Separability of Demodulation and Decoding for Communications over Multiple-Antenna Block Fading Channels," IEEE Transactions on Information Theory, vol. 49, no. 10, pp. 2709-2713, October 2003.

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,Volume: 52 , Issue: 8 , Aug. 2004, pp. 2152 - 2152

Seok-Jun Lee, Naresh R. Shanbhag, and Andrew C. Singer, "A 285-MHz MAP Decoder in 0.18µm CMOS," IEEE Journal of Solid-State Circuits, Volume 40, Issue 8, Aug. 2005 Page(s):1718 - 1725pp.

Seok-Jun Lee, Andrew C. Singer, and Naresh R. Shanbhag, "Linear Turbo Equalization Analysis via Linearized BER Transfer and EXIT Charts," IEEE Transactions on Signal Processing, Volume 53, Issue 8, Part 1, Aug. 2005 Page(s):2883 - 2897.

J.K. Nelson, A.C. Singer, U. Madhow, and C. Mc Gahey, “BAD:Bidirectional Arbitrated Decision Feedback Equalization” [pdf], IEEE Transactions on Communications, v 53, n 2, February, 2005, p 214-218

R.J. Drost and A.C. Singer, "Factor graph methods for three-dimensional shape reconstruction as applied to LIDAR imaging" Journal of the Optical Society of America A (Optics, Image Science and Vision), v 21, n 10, Oct. 2004, p 1855-68

Seok-Jun Lee, Naresh R. Shanbhag, and Andrew C. Singer, "Area-Efficient, High-Throughput MAP Decoder Architectures," IEEE Transactions on Very Large Scale Integration (VLSI) Systems, v 13, n 8, Aug. 2005, p 921-33

C.J. Lam and A.C. Singer, "Bayesian Beamforming for DOA Uncertainty: Theory and Implementation", IEEE Transactions on Signal Processing, Dec Volume 54, Issue 11, Nov. 2006 Page(s):4435 – 4445.

H. M. Bae, J. Ashbrook, J. Park, N. Shanbhag, A. C. Singer, and S. Chopra, "An MLSE receiver for electronic-dispersion compensation of OC-192 links," Journal of Solid-State Circuits Conference, Journal of Solid State Circuits, Volume 41, Issue 11, Nov. 2006, Page(s):2541 – 2554

J.W. Choi, B. Shim, A.C. Singer, and N.I. Cho, "Low-Power filtering via minimum power soft error cancellation (MP-SEC)," to appear in IEEE Transactions on Signal Processing.

R. Drost, A.C. Singer, "Factor Graph Algorithms for Equalization," Volume 55, Issue 5, Part 2, May 2007 Page(s):2052 – 2065.

A. Sen Gupta, A.C. Singer, "Successive Interference Cancellation using Constellation Structure", IEEE Transactions on Signal Processing, Volume 55, Issue 12, Dec. 2007 Page(s):5716 – 5730.

S. S. Kozat, A.C. Singer and G.C. Zeitler, "Universal Piecewise Linear Prediction via Context Trees," IEEE Transactions on Signal Processing, Volume 55, Issue 7, Part 2, July 2007 Page(s):3730 - 3745

S. Song and A.C. Singer, "Blind OFDM Channel Estimation Using FIR Constraints: Reduced Complexity and Identifiability" IEEE Transactions on Information Theory, Volume 53, Issue 3, March 2007 Page(s):1136 - 1147

S. Song and A.C. Singer, "Pilot-Aided OFDM Channel Estimation in the Presence of the Guard Band," IEEE Transactions on Communications, Volume 55, Issue 8, Aug. 2007 Page(s):1459 – 1465pdf

Y. Jiang, A. Ashikhmin, R. Koetter, A. C. Singer, "Extremal Problems of Information Combining", IEEE Transactions on Information Theory, Volume 54, Issue 1, Jan. 2008 Page(s):51 – 71pdf

S.S. Kozat and A.C. Singer, "Universal Switching Linear Least Squares Prediction," IEEE Transactions on Signal Processing, Volume 56, Issue 1, Jan. 2008 Page(s):189 - 204

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.pdf

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. 11 pages.pdf

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.pdf

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.pdf

A.C. Singer, J.K. Nelson and S.S. Kozat, “Signal Processing for Underwater Acoustic Communications,” IEEE Communications Magazine, vol. 47, no. 1, Jan. 2009, pp. 90-96.pdf

S. Kozat and A. C. Singer, "Competitive Prediction under Additive Noise," IEEE Transactions on Signal Processing, To Appear, 2009.

S. Kozat and A.C. Singer "Switching Strategies for Sequential Decision Problems with Multiplicative Loss," IEEE Transactions on Signal Processing, to appear, 2009.pdf

CONFERENCE ARTICLES AND PRESENTATIONS

1. A.C. Singer, G. Wornell, and A. Oppenheim, "Codebook Prediction: A Nonlinear Signal Modeling Paradigm," Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, pp. 325-8, vol. 5, San Francisco, CA, March 1992.

2. Meyers, A. Singer, F. Shin, and E. Church, "Modeling Chaotic Systems with Hidden Markov Models," Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, pp. 565-8, vol. 5, San Francisco, CA, March 1992.

3. Singer, "Signaling Techniques Using Solitons," Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, pp. 1336-9, vol. 2, Detroit, MI, May 1995.

4. Singer, "A New Circuit for Communication Using Solitons," Proceedings of the IEEE Workshop on Nonlinear Signal and Image Processing, pp. 150-3, vol. 1, Halkidiki, Greece, June 1995.

5. Singer, "Detection and Estimation of Soliton Signals," Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, pp. 1625-8, vol. 3, Atlanta, GA, May 1996.

6. Singer, "Lattice Filters for Adaptive Underwater Equalization," IEEE Underwater Acoustic Signal Processing Workshop, Kingston, RI, Oct., 1997.

7. R. Learned, A. Singer, and G. Wornell, "Iterative Decision Feedback Joint Detection and Decoding for Multiple Access Communications," Proc. 1998 ARL Conference on Advanced Telecommunications / Information Distribution Research.

8. A.C. Singer and M. Feder, "Robust Channel Equalization via Universal Adaptive Filtering," Proc. 1998 ARL Conference on Advanced Telecommunications / Information Distribution Research.

9. R. Learned and A. Singer, "Coding Enhanced Joint Detection for Multiple Access Communications," Proc. 1998 International Conference on Acoustics, Speech, and Signal Processing, pp. 3193-6, vol. 6.

10. R. Learned and A. Singer, "Iterative Joint Detection and Decoding for Multiple Access Communications Using Feedback," 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, "Twice Universal Linear Prediction of Individual Sequences," Proceedings of 1998 IEEE International Symposium on Information Theory, p.135, 1998.

12. M. Feder and A. Singer, "Universal Data Compression and Linear Prediction," Proceedings of the 1998 IEEE Data Compression Conference, pp. 511-520, Snowbird, Utah, 1998.

13. M. J. Lopez, A. Singer, S. L. Whitney, and G. S. Edelson, "A DFE Coefficient Placement Algorithm for Underwater Digital Acoustic Communications," Proceedings of OCEANS '99, Sept. 13-16, Seattle, WA, 1999.

14. A.C. Singer and S. Kozat, "On Universal Linear Prediction of Gaussian Data," Proceedings of the 2000 IEEE Conference on Acoustics, Speech, and Signal Processing, Istanbul, Turkey, v 1, 2000, p 13-16

15. Singer and S. Kozat, "Multi-Stage Adaptation Algorithms for Filtering Processes of Unknown Order," Proc. of the First IEEE Sensor Array and Multi-channel Signal Processing Workshop, March 16-17, Cambridge, MA, 2000,p 380-4.

16. Singer, J. Nelson, and R. Koetter, "Linear Iterative Turbo Equalization (LITE) for Dual Channels," Proc. of the Thirty-third Asilomar Conf. on Signals, Systems, and Computers, October 24-27, pp. 1670-1674, Monterey, CA, 1999.

17. R. Koetter, A. Singer, and M. Tuechler, "Iterative Correction of Intersymbol Interference via Equalization and Decoding with Priors," Proceedings of the 2000 International Symposium on Information Theory, Sorrento Italy, June 25-30, 2000.

18. A.C. Singer and M. Feder, "Universal Linear Least-Squares Prediction," Proceedings of the 2000 International Symposium on Information Theory, Sorrento, Italy, June 25-30, 2000.

19. W N. Cadalli, P. Shargo, D. C. Munson, Jr., A. C. Singer, "3-D Tomographic Imaging of Ocean Mines from Real and Simulated LIDAR Returns," SPIE 46th Annual Meeting: The International Symposium on Optical Science and Technology, San Diego, CA, June 25-30, 2000.

20. W P. Shargo, N. Cadalli, A. Singer, D. Munson, "A Tomographic Framework for LIDAR Imaging," submitted to the International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, UT, 2001. J

21. J. Nelson, R. Koetter, and A. C. Singer, "Evolution of Priors in the LITE," Proc. 4th Conference on Information Sciences and Systems, Princeton, NJ, March 15-17, 2000.

22. McGahey, A. C. Singer and U. Madhow, "BAD: A Bi-directional Arbitrated Decision Feedback Equalizer," Proc. 34th Conference on Information Sciences and Systems, Princeton, NJ, March 15-17, 2000.

23. N. Cadalli, P. Shargo, D. Munson, A. Singer, "3-D Tomographic Imaging of Ocean Mines from Real and Simulated Lidar Returns," SPIE's 46th Annual Meeting: The International Symposium on Optical Science and Technology, San Diego, CA, 29 July - 3 August 2001.

24. J. Nelson, A. Singer, R. Koetter, "Evolution of Prior Information in SISO Equalization" Proceedings of the 2001 International Symposium on Information Theory, 2001, p 74.

25. M. Tuechler, A. Singer, and R. Koetter, "Hybrid equalization strategies for iterative equalization and decoding," Proceedings of the 2001 International Symposium on Information Theory, 2001.

26. R. Drost, D. Munson, A. C. Singer, "A Shape from Silhouette Approach to Imaging Ocean Mines," SPIE 46th Annual Meeting: The International Symposium on Optical Science and Technology, San Diego, CA, 29 July-3 August, 2001, v 4488, p 115-122

27. S. Kozat and A. C. Singer, "Further Results in Multistage Adaptive Filtering", Proceedings of ICASSP, Orlando, FL, v 2, 2002, p II/1329-II/1332

28. S. Song, A. C. Singer, and K.-M. Sung, " Turbo equalization with an unknown channel," ICASSP2002, vol. 3, pp. III.2805-III.2808, 2002.

29. S. Kozat and A. C. Singer, "A Lower bound on the Performance of Sequential Prediction", IEEE ISIT 2002, Switzerland, 2002, , p 147.

30. C.J. Lam and A. C. Singer "A Sequential Bayesian Beamformer for Gauss-Markov Signals,” Second IEEE Sensor Array and Multi-channel Signal Processing Workshop, August 2002, Washington, DC, p 28-32

31. Y. Jiang, R. Koetter, and A. Singer, "On the Separation of Demodulation and Decoding for Communications over Multiple-Antenna Channel,'' Proceedings of IEEE International Symposium on Information Theory, pp. 92, July 2003.

32. S.-J. Lee, N. R. Shanbhag, and A. C. Singer, "Low-Power Turbo equalizer architecture," in Proc. of IEEE Signal Processing Systems(SiPS):Design and Implementation, pp. 33-38, October 2002.

33. S-J. Lee, A. C. Singer, and N. R. Shanbhag, "Analysis of linear Turbo-Equalizer via EXIT chart," Proceedings of Global Telecommunication Conference, 2003, pt. 4, p 2237-42 vol.4

34. S.-J. Lee, N. R. Shanbhag, and A. C. Singer, "A low-power VLSI architecture for Turbo decoding," Proceedings of IEEE International Symposium on Low Power Electronics Design (ISLPED'03), 2003, p 366-371

35. M. Tuechler, R. Koetter, and A. Singer, "Graphical models for coded data transmission over intersymbol interference channels," in Proceedings of the 5th ITG Conference on Source and Channel Coding, Erlangen, Germany, January 2004. 2004.

36. A. Sen Gupta and A. Singer, "Linear complexity multi-user detector using joint successive interference cancellation," Proceedings of Asilomar Conference on Signals, Systems, Computers, Pacific Grove, CA, November 9-12, 2003. 2003, pt. 1, p 157-61 Vol.1

37. Sen Gupta and A. Singer, " Near-far resistant multi-user detector using energy contours," in the Proceedings to ICASSP 2004, Montreal, Canada, May 21-24, 2004, p IV-993-IV-996

38. J. Lam and A. C. Singer, "Fast Adaptive Bayesian Beamforming using the FFT," Proceedings of the IEEE Workshop on Statistical Signal Processing, St Louis, MO, September 2003.

39. R. J. Drost and A. C. Singer, "Image Segmentation Using Factor Graphs," 2003 IEEE Workshop on Statistical Signal Processing, St. Louis, MO, September 28 - October 1, 2003, p 150-3

40. J. Lam and A. C. Singer, "Performance Analysis of the Bayesian Beamformer," Proceedings of ICASSP 2004, Montreal, Quebec, Canada,v2, p II197-II200

41. Baron, A. C. Singer, and R. G. Baraniuk, "Probability Assignments with Worst-Case Coding Length Constraints," Proceedings of the Conference on Information Sciences and Systems, Princeton, NJ, March 17-19, 2004.

42. Suleyman S. Kozat and Andrew C. Singer, "Minmax

Optimal Prediction with Side Information

," Proceedings of ICASSP 2004, Montreal, Quebec, Canada, p V-469-V-472.

43. Seok-Jun Lee and Andew Singer, "Convergence Analysis of Linear Turbo Equalizer," Proceedings of the 37th Asilomar Conference on Signals, Systems, and Computers, November 2003, pt. 1, p 667-71 Vol.1

44. Seok-Jun Lee, Naresh R. Shanbhag, and Andew C. Singer, "Area-efficient high-throughput VLSI architecture for MAP-based Turbo equalizer," Proceedings of IEEE Workshop on Signal Processing Systems, 2003, p 87-92

45. Y. Jiang, R. Koetter, and A. Singer, "On the Gaussian Approximation in the Analysis of Iterative MIMO Processing," Proceedings of the 37th Asilomar Conference on Signals, Systems and Computers, November 2003, pt. 1, p 1105-9 Vol.1

46. Seok-Jun Lee; Shanbhag, N.R.; Singer, A.C. "Switching methods for linear turbo equalization," 2004 IEEE International Symposium on Circuits and Systems, 2004, pt. 3, p III-601-4 Vol.3

47. Lee, Seok-Jun; Singer, Andrew C.; Shanbhag, Naresh R. "Switching LMS linear turbo equalization" ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v 4, Proceedings - IEEE International Conference on Acoustics, Speech, and Signal Processing, 2004, p IV-641-IV-644

48. Luengo; S.S. Kozat; A.C. Singer, "Universal piecewise linear least squares prediction" IEEE International Symposium on Information Theory - Proceedings, Proceedings - 2004 IEEE International Symposium on Information Theory, 2004, p 198

49. R.J. Drost, A.C. Singer, "Linear equalization via factor graphs", Proceedings - 2004 IEEE International Symposium on Information Theory, 2004, p 129

50. J.K. Nelson, A.C. Singer, U. Madhow, "Multi-directional decision feedback for 2D equalization" ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v 4, Proceedings - IEEE International Conference on Acoustics, Speech, and Signal Processing 2004, p IV-921-IV-924

51. J.K. Nelson and A.C. Singer, "Asymptotic efficiency of a blind maximum likelihood sequence detector" Conference Record of the Asilomar Conference on Signals, Systems and Computers, v 2, Conference Record of the Thirty-Seventh Asilomar Conference on Signals, Systems and Computers2003, p 1667-1671.