Method and system for soft-weighting a reiterative adaptive...

Details Method and system for soft-weighting a reiterative adaptive... Method and system for soft-weighting a reiterative adaptive...

2007-03-26

2011-12-20

Bullock, Jr., Lewis (Department: 2193)

Electrical computers: arithmetic processing and calculating

Electrical digital calculating computer

Particular function performed

C708S305000

Reexamination Certificate

active

08082286

ABSTRACT:
This invention is an improvement upon the basic adaptive signal processors, the Multi-Stage Wiener Filter and the cascaded canceller. The invention combines the concepts of soft weighting the adaptive weights of either type of processor disclosed herein with reiteratively processing the outputs by returning them to the input of the chosen adaptive signal processor. The combination of these functions improves the Signal to Interference plus Noise Ratio (SINR), the Probability of Detection (Pd), and/or the Bit Error Rate (BER). The invention improves statistical convergence of these types of metrics such that fewer training data samples are needed to achieve a particular satisfactory value of these metrics than would occur using traditional computational adaptive signal processors.

REFERENCES:
patent: 3876947 (1975-04-01), Giraudon
patent: 3892051 (1975-07-01), Bunker
patent: 4173759 (1979-11-01), Bakhru
patent: 4259661 (1981-03-01), Todd
patent: 4353119 (1982-10-01), Daniel et al.
patent: 4513383 (1985-04-01), Hackett, Jr.
patent: 4628320 (1986-12-01), Downie
patent: 4649505 (1987-03-01), Zinser, Jr. et al.
patent: 4719466 (1988-01-01), Farina et al.
patent: 4797807 (1989-01-01), Gerlach
patent: H792 (1990-06-01), Sanval et al.
patent: 4959653 (1990-09-01), Ganz
patent: H1005 (1991-12-01), Gerlach
patent: H1033 (1992-03-01), Willey et al.
patent: 5142551 (1992-08-01), Borth et al.
patent: 5151919 (1992-09-01), Dent
patent: 5265065 (1993-11-01), Turtle
patent: 5267266 (1993-11-01), Chen
patent: 5285291 (1994-02-01), Schiller
patent: 5390364 (1995-02-01), Webster et al.
patent: 5465396 (1995-11-01), Hunsinger et al.
patent: 5511423 (1996-04-01), Sugiyama et al.
patent: 5517122 (1996-05-01), Chen
patent: 5541520 (1996-07-01), Zai et al.
patent: 5541867 (1996-07-01), Corry et al.
patent: 5586066 (1996-12-01), White et al.
patent: 5640429 (1997-06-01), Michels et al.
patent: 5673210 (1997-09-01), Etter
patent: 5694342 (1997-12-01), Stein
patent: 5694592 (1997-12-01), Driscoll
patent: 5696962 (1997-12-01), Kupiec
patent: 5706013 (1998-01-01), Melvin et al.
patent: 5760734 (1998-06-01), Urkowitz
patent: 5774839 (1998-06-01), Shlomot
patent: 5790588 (1998-08-01), Fukawa et al.
patent: 5963888 (1999-10-01), Uhlmann et al.
patent: 5963940 (1999-10-01), Liddy et al.
patent: 6032113 (2000-02-01), Graupe
patent: 6041291 (2000-03-01), Yamazaki et al.
patent: 6044336 (2000-03-01), Marmarelis et al.
patent: 6058408 (2000-05-01), Fischer et al.
patent: 6121914 (2000-09-01), Cavelos et al.
patent: 6122628 (2000-09-01), Castelli et al.
patent: 6124828 (2000-09-01), Champeau
patent: 6130641 (2000-10-01), Kraeutner et al.
patent: 6144937 (2000-11-01), Ali
patent: 6157403 (2000-12-01), Nagata
patent: 6188352 (2001-02-01), Choi et al.
patent: 6201954 (2001-03-01), Soliman
patent: 6219561 (2001-04-01), Raleigh
patent: 6236862 (2001-05-01), Erten et al.
patent: 6239746 (2001-05-01), Pipon et al.
patent: 6258494 (2001-07-01), Bourdelais et al.
patent: 6263307 (2001-07-01), Arslan et al.
patent: 6278961 (2001-08-01), Kadtke et al.
patent: 6289046 (2001-09-01), Takeuchi et al.
patent: 6295520 (2001-09-01), Tian
patent: 6341298 (2002-01-01), Ilani
patent: 6697633 (2004-02-01), Dogan et al.
patent: 6798380 (2004-09-01), Li et al.
patent: 6904444 (2005-06-01), Picciolo et al.
patent: 7099698 (2006-08-01), Tarokh et al.
patent: 7103537 (2006-09-01), Witzgall et al.
patent: 7120657 (2006-10-01), Ricks et al.
patent: 7167884 (2007-01-01), Picciolo et al.
patent: 2004/0098299 (2004-05-01), Ligon et al.
patent: 04297883 (1992-10-01), None
Karl Gerlach, Cascaded Adaptive Canceler Using Loaded SMI, 2001, IEEE, pp. 710-719.
Manton and Hua, Convolutive Reduced Rank Wiener Filtering, 2001, IEEE, pp. 4001-4004.
Guerci, et al., “Principal Components, Covariance Matrix Tapers, and the Subspace Leakage Problem,”IEEE Trans. Aerosp. Electron. Syst., vol. 38, No. 1, Jan. 2002, pp. 152-162.
Antonik, et al., “Implementation of Knowledge-Based Control for Space-Time Adaptive Processing,”IEEE Radar 97 Conference, Oct. 14-16, 1997, pp. 478-482.
Reed, et al., “Rapid Convergence Rate in Adaptive Arrays,”IEEE Trans. Aerosp. Electron. Syst., vol. AES-10, No. 6, Nov. 1974, pp. 853-863.
Goldstein, et al., “A Multistage Representation of the Wiener Filter Based on Orthogonal Projections,”IEEE Transactions on Information Theory, vol. 44, No. 7, Nov. 1998, pp. 2943-2959.
Guerci, et al., “Optimal and Adaptive Reduced-Rank STAP,”IEEE Transactions on Aerospace and Electronic Systems, vol. 36, No. 2, pp. 647-663, Apr. 2000.
Ding, “A Similarity-Based Probability Model for Latent Semantic Indexing,”Proceedings of the 22ndAnnual SIGIR Conference, Berkeley, CA, Aug. 1999.
Dumais, “Automatic Cross-Linguistic Information Retrieval Using Latent Semantic Indexing,”SIGIR '96—Workshop on Cross-Linguistic Information Retrieval, Aug. 16-23, 1996.
Dumais, “Using LSI for Information Filtering: TREC-3 Experiments,” D. Harman (Ed.),The Third Text Retrieval Conference(TREC3), National Institute of Standards and Technology Special Publication, 1995.
Dumais, “Latent Semantic Indexing (LSI) and TREC-2,” Harman (Ed.),The Second Text Retrieval Conference(TREC2), National Institute of Standards and Technology Special Publication 500-215, 1994, pp. 105-116.
Dumais, LSI Meets TREC: A Status Report, in D. Harman (Ed.),The First Text Retrieval Conference(TREC1), National Institute of Standards and Technology Special Publication500-207, 1993, pp. 137-152.
Deerwester, et al., “Indexing by Latent Semantic Analysis,”J. Soc. For Information Science, 41(6), pp. 391-407, Oct. 1990.
Gerlach, K., Kretschmer, F. F., Jr., “Convergence Properties of Gram-Schmidt and SMI Adaptive Algorithms,”IEEE Trans. Aerospace and Electronics Systems, vol. 26, No. 1, Jan. 1990, pp. 44-56.
Picciolo, M. L., Gerlach, K., “Median Cascaded Canceller Using Reiterative Processing,”Proceedings of IEEE Radar Conference, Huntsville, AL, May 5-8, 2003, pp. 71-78.
Picciolo, M., Gerlach, K., “Median Cascaded Canceller Using Reiterative Processing,”IEEE 2003 Radar Conference, Presentation, 25 pp., 2003.
Picciolo, M. L., Schoenig, G. N., Mili, L., Gerlach, K., “Rank-Independent Convergence for Generic Robust Adaptive Cascaded Cancellers Via Reiterative Processing,”Proceedings of International IEEE Radar Conference, Washington, DC, May 9-12, 2005, pp. 399-404.
Picciolo, M. L., “Robust Adaptive Signal Processors,” Ph.D. Dissertation, Virginia Polytechnic Institute and State University, Apr. 18, 2003, 220 pp.
Picciolo, M. L., Gerlach, K., “Median Cascaded Canceller for Robust Adaptive Array Processing,”IEEE Transactions on Aerospace and Electronic Systems, vol. 39, Issue 3, Jul. 2003, pp. 883-900.
Haykin, S., “Adaptive Filter Theory,” 3rdEdition, Prentice Hall, New Jersey, 1996 (Cover, Copyright Page, Table of Contents, Chapters 5 and 14).
Goldstein, J. S., Reed, I. S., Zulch, P. A., “Multistage Partially Adaptive STAP CFAR Detection Algorithm,”IEEE Trans. Aerospace and Elect. Syst., vol. 35, No. 2, Apr. 1999, pp. 645-662.
Haykin, S., “Signal Processing: Where Physics and Mathematics Meet,”IEEE Signal Proc. Magazine, Jul. 2001, pp. 6-7.
Ricks and Goldstein, “Efficient Architectures for Implementing Adaptive Algorithms,”Proceedings of the 2000 Antenna Applications Symposium, Allerton Park, Monticello, Illinois, pp. 29-41, Sep. 20-22, 2000.
Goldstein, J. Scott, et al, “A Reduced Rank MMSE Receiver for a DS-CDMA System in Frequency Selective Multi-Path,”IEEE Military Communications Conference, pp. 1109-1113, Oct. 28-31, 2001.
Goldstein, J. Scott, et al, “MMSE Correlator Based Rake Receiver for DS-CDMA,”IEEE Military Communications Conference, pp. 1418-1422, Oct. 28-31, 2001.
International Search Report for Application No. PCT/US01/26592, dated Nov. 26, 2001 (mailing date).
S. Haykin, Adaptive Filter Theory

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