A fast convergence algorithm for sparse-tap adaptive FIR filters identifying an unknown number of dispersive regions

IEEE Transactions on Signal Processing

Volumn 50, Issue 12, 2002, Pages 3008-3017

  Sugiyama, Akihiko ^a   Ikeda, Shigeji ^b   Hirano, Akihiro ^c  

^a NEC CORPORATION   (Japan)

^b SONY CORPORATION   (Japan)

^c KANAZAWA UNIVERSITY   (Japan)

Author keywords

Adaptive signal processing; Echo cancellation; Echo suppression; Identification; Normalized lms (nlms); Real time implementation; Satellite channel

Indexed keywords

ADAPTIVE FILTERING; ALGORITHMS; COMPUTER SIMULATION; ECHO SUPPRESSION; ELECTROMAGNETIC DISPERSION; SATELLITE COMMUNICATION SYSTEMS; TELEPHONE; TRACKING (POSITION);

TAP-POSITIONS;

SIGNAL PROCESSING;

EID: 0036904006     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2002.805255     Document Type: Article

References (25)

1. D.L. Duttweiler, "A twelve channel digital echo canceler," IEEE Trans. Commun., vol. COM-26, pp. 647-653, May 1978.
2. D.M. Etter and S.D. Stearns, "Adaptive estimation of time delays in sampled data systems," IEEE Trans. Acoust. Speech, Signal Processing, pt. II, vol. ASSP-29, pp. 582-587, June 1981.
3. T. Aboulnasr and K. Mayyas, "Complexity reduction of the NLMS algorithm via selective coefficient update," IEEE Trans. Signal Processing, vol. 47, pp. 1421-1424, May 1999.
4. D.L. Duttweiler, "Proportionate normalized least-mean-squares adaptation in echo cancelers," IEEE Trans. Speech Audio Processing, vol. 8, pp, 508-518, Sept. 2000.
5. S.L. Gay, "An efficient, fast converging adaptive filter for network echo cancellation," in Proc. Asilomar Conf., Nov. 1998.
6. T. Gänsler, J. Benesty, M.M. Sondhi, and S.L. Gay, "Dynamic resource allocation for network echo cancellation," in Proc. ICASSP, May 2001, pp. 3233-3236.
7. P.C. Yip and D.M. Etter, "An adaptive multiple echo canceller for slowly time-varying echo paths," IEEE Trans. Commun., vol. 38, pp. 1693-1698, Author: In What Month Was This Published? 1990.
8. D.L. Duttweiler, "Subsampiing to estimate delay with application to echo canceling," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-31, pp. 1090-1099, Oct. 1983.
9. J.H. Gross, D.M. Etter, V.A. Margo, and N.C. Carlson, "A block selection adaptive delay filter algorithm for echo cancellation," in Midwest Conf. Circuits Syst., Aug. 1992, pp. 895-898.
10. V.A. Margo, D.M. Etter, N.C. Carlson, and J.H. Gross, "Multiple short-length adaptive filters for time-varying echo cancellation," in Proc. ICASSP, 1993, pp. 1161-1164.
11. D.M. Etter and Y.-F. Cheng, "System modeling using an adaptive delay filter," IEEE Trans. Circuits Syst., vol. CAS-34, pp. 770-774, July 1987.
12. Y.-F. Cheng and D.M. Etter, "Analysis of an adaptive technique for modeling sparse systems," IEEE Trans. Acoust., Speech Signal Processing, vol. 37, pp. 254-264, Feb. 1989.
13. J. Homer, L.M.Y. Mareels, R.R. Bitmead, B. Wahlberg, and F. Gustafsson, "LMS estimation via structural detection," IEEE Trans. Signal Processing, vol. 46, pp. 2651-2663, Oct. 1998.
14. J. Homer, "Detection guided NLMS estimation of sparsely parametrized channels," IEEE Trans. Circuit Syst. II, vol. 47, pp. 1437-1442, Dec. 2000.
15. S. Kawamura and M. Hatori, "A tap selection algorithm for adaptive filters," in Proc. ICASSP, 1986, pp. 2979-2982.
16. A. Sugiyama and S. Ikeda, "A fast convergence algorithm for adaptive FIR filters with sparse taps," IEICE Trans. Fund., vol. E77-A, no. 4, pp. 681-687, Apr. 1994.
17. A. Sugiyama, H. Sato, A. Hirano, and S. Ikeda, "A fast convergence algorithm for adaptive FIR filters under computational constraint for adaptive tap-position control," IEEE Trans. Circuits Syst. II, vol. 43, pp. 629-636, Sept. 1996.
18. A. Sugiyama, K. Anzai, H. Sato, and A. Hirano, "Cancellation of multiple echoes by multiple autonomic and distributed echo canceler units," IEICE Trans. Fund., vol. E81-A, no. 11, pp. 2361-2369, Nov. 1998.
19. M.M. Sondhi and D.A. Berkley, "Silencing echoes on the telephone network," Proc. IEEE, vol. 68, Aug. 1980.
20. J.H. Cho, D.R. Morgan, and J. Benesty, "An objective technique for evaluating doubletalk detectors in acoustic echo cancelers," IEEE Trans. Speech Audio Processing, vol. 7, pp. 718-724, Nov. 1999.
21. J. Benesty, D.R. Morgan, and J.H. Cho, "A new class of doubletalk detectors based on cross-correlation," IEEE Trans. Speech Audio Processing, vol. 8, pp. 168-172, Mar. 2000.
22. S.L. Gay and J. Benesty, Eds., Acoustic Signal Processing for Telecommunication. Boston, MA: Kluwer, 2000.
23. T. Gänsler and J. Benesty, "A frequency-domain double-talk detector based on a normalized cross-correlation vector," Signal Process., vol. 81, pp. 1783-1787, Aug. 2001.
24. A. Hirano, A. Sugiyama, and S. Ikeda, "DSP implementation and performance evaluation of sparse-tap adaptive filters with tap-position control," in Proc. ICASSP, Apr. 1996, pp. 1295-1298.
25. G.C. Goodwin and K.S. Sin, Adaptive Filtering, Prediction and Control, Englewood Cliffs, NJ: Prentice-Hall, 1985.