Recent advances in partial update and sparse adaptive filters

13th European Signal Processing Conference, EUSIPCO 2005

Volumn , Issue , 2005, Pages 624-627

  Doǧançay, Kutluyil ^a   Naylor, Patrick A ^b  

^a UNIVERSITY OF SOUTH AUSTRALIA   (Australia)

^b IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE IDENTIFICATION; APPLICATION EXAMPLES; PARTIAL UPDATES; SPARSE SYSTEM IDENTIFICATION; SPARSE SYSTEMS;

MULTIUSER DETECTION; SIGNAL PROCESSING;

ADAPTIVE FILTERS;

EID: 84863661491     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. S. C. Douglas, "Analysis and implementation of the max-NLMS adaptive filter," in Conf. Record of 29th Asilomar Conf. on Signals, Systems, and Computers, vol. 1, Pacific Grove, CA, USA, October 1995, pp. 659-663.
2. -, "Adaptive filters employing partial updates," IEEE Trans. Circuits Syst. II, vol. 44, pp. 209-216, Mar 1997.
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. T. Schertler, "Selective block update of NLMS type algorithms," in Proc. of IEEE Int. Conf. on Acoustics, Speech, and Signal Processing, ICASSP '98, vol. 3, Seattle, USA, May 1998, pp. 1717-1720.
5. K. Doǧançay and O. Tanrikulu, "Adaptive filtering algorithms with selective partial updates," IEEE Trans. Circuits Syst. II, vol. 48, pp. 762-769, Aug 2001.
6. S. Werner, M. L. R. de Campos, and P. S. R. Diniz, "Partialupdate NLMS algorithms with data-selective updating," IEEE Trans. on Signal Processing, vol. 52, no. 4, pp. 938-949, April 2004.
7. K. Doǧançay, "Complexity considerations for transformdomain adaptive filters," Signal Processing, vol. 83, no. 6, pp. 1177-1192, June 2003.
8. X. Wang and H. V. Poor, Wireless Communication Systems: Advanced Techniques for Signal Reception. Upper Saddle River, NJ: Prentice Hall, 2004.
9. O. Tanrikulu and K. Dogancay, "Selective-partial-update proportionate normalized least-mean-squares algorithm for network echo cancellation," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, 2002, pp. 1889 - 1892.
10. S. Haykin, Adaptive Filter Theory. Prentice Hall, 2002.
11. D. L. Duttweiler, "Proportionate normalized least-meansquares adaptation in echo cancelers," IEEE Trans. Speech Audio Processing, vol. 8, pp. 508-518, Sept 2000.
12. J. Benesty, T. Gänsler, D. R. Morgan, M. M. Sondhi, and S. L. Gay, Advances in Network and Acoustic Echo Cancellation. Springer-Verlag, 2001.
13. S. L. Gay, "An efficient, fast converging adaptive filter for network echo cancellation," in Thirty-Second Asilomar Conference on Signals Systems and Computers, vol. 1, Nov 1998, pp. 394-398.
14. J. Benesty and S. L. Gay, "An improved PNLMS algorithm," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, 2002, pp. 1881 - 1884.
15. J. Benesty, Y. Huang, and D. R. Morgan, "On a class of exponentiated adaptive algorithms for the identification of sparse impulse responses," in Adaptive Signal Processing: Applications to Real-World Problems, J. Benesty and Y. Huang, editors. Springer-Verlag, 2003.
16. J. Kivinen and M. K. Warmuth, "Exponentiated gradient versus gradient descent for linear predictors," Inform. Comput., vol. 132, pp. 1-63, Jan 1997.
17. J. Cui, P. A. Naylor, and D. T. Brown, "An improved IPNLMS algorithm for echo cancellation in packet-switched networks," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, vol. 4, 2004, pp. iv-141 - iv-144.
18. A. W. Khong, J. Benesty, and P. A. Naylor, "An improved proportionate multi-delay block adaptive filter for packetswitched network echo cancellation," in Proc. European Signal Processing Conference, 2005, to appear.
19. J. S. Soo and K. K. Pang, "Multidelay block frequency domain adaptive filter," IEEE Trans. Acoust., Speech, Signal Processing, vol. 38, pp. 373-376, Feb 1990.
20. H. Deng and M. Doroslovacki, "New sparse adaptive algorithms using partial update," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, 2004, pp. 845-848.
21. -, "Modified PNLMS adaptive algorithm for sparse echo path estimation," in Proc. Infor., Sciences, Systems, Mar 2004, pp. 1072-1077.