Low-complexity constrained affine-projection algorithms

IEEE Transactions on Signal Processing

Volumn 53, Issue 12, 2005, Pages 4545-4555

  Werner, Stefan ^a   Apolinário Jr , José Antonio ^b   de Campos, Marcello L R ^c   Diniz, Paulo S R ^c  

^a AALTO UNIVERSITY   (Finland)

^b MILITARY INSTITUTE OF ENGINEERING   (Brazil)

^c FEDERAL UNIVERSITY OF RIO DE JANEIRO   (Brazil)

Author keywords

Adaptive filtering; Affine projection algorithms; Antenna array; Beamforming; Set membership filtering; Smart antennas

Indexed keywords

ALGORITHMS; ANTENNA ARRAYS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; ERROR ANALYSIS; MATRIX ALGEBRA; VECTORS;

AFFINE PROJECTION ALGORITHMS; BEAMFORMING; SET MEMBERSHIP FILTERING; SMART ANTENNAS;

ADAPTIVE FILTERING;

EID: 29144536183     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2005.859348     Document Type: Article

References (32)

1. O. L. Frost III, "An algorithm for linearly constrained adaptive array processing," Proc. IEEE, vol. 60, no. 8, pp. 926-935, Aug. 1972.
2. M. Honig, U. Madhow, and S. Verdú, "Blind multiuser detection," IEEE Trans. Inf. Theory, vol. 41, no. 4, pp. 944-960, Jul. 1995.
3. L. S. Resende, J. M. T. Romano, and M. G. Bellanger, "Simplified FLS algorithm for linear phase adaptive filtering," in Proc. Eur. Signal Processing Conf., vol. 3, Rhodes, Greece, 1998, pp. 1237-1240.
4. L. J. Griffiths and C. W. Jim, "An alternative approach to linearly constrained adaptive beamforming," IEEE Trans. Antennas and Propag., vol. AP-30, no. 1, pp. 27-34, Jan. 1982.
5. P. S. R. Diniz, Adaptive Filtering: Algorithms and Practical Implementation, 2nd ed. Norwell, MA: Kluwer, 2002.
6. Z. Tian, K. L. Bell, and H. L. Van Trees, "Robust constrained linear receivers for CDMA wireless systems," IEEE Trans. Signal Process., vol. 49, no. 7, pp. 1510-1522, Jul. 2001.
7. M. L. R. de Campos, S. Werner, and J. A. Apolinário Jr., "Householder-transform constrained LMS algorithms with reduced-rank updating," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing, vol. 4, Phoenix, AZ, Mar. 1999, pp. 1857-1860.
8. M. L. R. de Campos, S. Werner, and J. A. Apolinário Jr., "Constrained adaptation algorithms employing householder transformation," IEEE Trans. Signal Process., vol. 50, no. 9, pp. 2187-2195, Sep. 2002.
9. L. S. Resende, J. M. T. Romano, and M. G. Bellanger, "A fast least-squares algorithm for linearly constrained adaptive filtering," IEEE Trans. Signal Process., vol. 44, no. 5, pp. 1168-1174, May 1996.
10. K. Ozeki and T. Umeda, "An adaptive filtering algorithm using an orthogonal projection to an affine subspace and its properties," Electron. Commun. Jpn., vol. 67-A, pp. 126-132, 1984.
11. S. G. Sankaran and A. A. Beex, "Convergence behavior of affine projection algorithms," IEEE Trans. Signal Process., vol. 48, no. 4, pp. 1086-1096, Apr. 2000.
12. M. Rupp, "A family of adaptive filtering algorithms with decorrelating properties," IEEE Trans. Signal Process., vol. 46, no. 3, pp. 771-775, Mar. 1998.
13. M. L. R. de Campos, J. A. Apolinřio Jr., and P. S. R. Diniz, "On normalized data-reusing and affine projection algorithms," in Proc. IEEE Int. Conf. Electronics, Circuits, Systems (ICECS'99), Pafos. Cyprus, Sep. 1999, pp. 843-846.
14. M. Montazeri and P. Duhamel, "A set of algorithms linking NLMS and block RLS algorithms," IEEE Trans. Signal Process., vol. 43, no. 2, pp. 444-453, Feb. 1995.
15. S. Gollamudi, S. Nagaraj, and Y. F. Huang, "SMART: A toolbox for set-membership filtering," in Proc. Eur. Conf. Circuit Theory Design, Aug. 1997, pp. 879-884.
16. S. Gollamudi, S. Nagaraj, S. Kapoor, and Y. F. Huang, "Set-membership filtering and a set-membership normalized LMS algorithm with an adaptive step size," IEEE Signal Process. Lett., vol. 5, no. 5, pp. 111-114, May 1998.
17. S. Gollamudi, S. Nagaraj, and Y. F. Huang, "Set-membership adaptive equalization and updator-shared implementation for multiple channel communications systems," IEEE Trans. Signal Process., vol. 46, no. 9, pp. 2372-2384, Sep. 1998.
18. P. S. R. Diniz and S. Werner, "Set-membership binormalized data-reusing algorithms," in Proc. IFAC Symp. System Identification (SYSID 2000), vol. 3, Santa Barbara, CA, Jun. 2000, pp. 869-874.
19. P. S. Diniz and S. Werner, "Set-membership binormalized data-reusing algorithms," IEEE Trans. Signal Process., vol. 51, no. 1, pp. 124-134, Jan. 2003.
20. S. Werner and P. S. R. Diniz, "Set-membership affine projection algorithm," Signal Process. Lett., vol. 8, no. 8, pp. 231-235, Aug. 2001.
21. S. Werner, "Reduced complexity adaptive filtering algorithms with applications to communications systems," D.Sc. dissertation, Department of Electrical Engineering, Helsinki University of Technology Signal Processing Laboratory, Espoo, Finland, 2002.
22. S. Nagaraj, S. Gollamudi, S. Kapoor, Y. F. Huang, and J. R. Deller, "Adaptive interference suppression for CDMA systems with a worst-case error criterion," IEEE Trans. Signal Process., vol 48, no. 1, pp. 284-289, Jan. 2000.
23. K. H. Afkhamie, Z.-Q. Luo, and K. M. Wong, "Adaptive linear filtering using interior point optimization techniques," IEEE Trans. Signal Process., vol. 48, no. 6, pp. 1637-1648, Jun. 2000.
24. J. A. Apolinário Jr., S. Werner, and P. S. R. Diniz, "Constrained normalized adaptive filters for CDMA mobile communications," in Proc. Eur. Signal Processing Conf., vol. 4, Rhodes, Greece, 1998, pp. 2053-2056.
25. M. L. R. de Campos and J. A. Apolinário Jr., "The constrained affine projection algorithm - Development and convergence issues," presented at the 1st Balkan Conf. Signal Processing, Communications, Circuits, Systems, Istanbul, Turkey, May 2000.
26. S. Werner, M. L. R. de Campos, and J. A. Apolinário Jr., "Data-selective constrained affine projection algorithm," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP'O1), vol. 6, Salt Lake City, UT, May 2001, pp. 3745-3748.
27. J. R. Deller, S. Gollamudi, S. Nagaraj, and Y. F. Huang, "Convergence analysis of the QUASI-OBE algorithm and the performance implications," in Proc. IFAC Int. Symp. System Identification (SYSID 2000), vol. 3, Santa Barbara, CA, Jun. 2000, pp. 875-880.
28. S. Nagaraj, S. Gollamudi, S. Kapoor, and Y. F. Huang, "BEACON: An adaptive set-membership filtering technique with sparse updates," IEEE Trans. Signal Process., vol. 47, no. 11, pp. 2928-2941, Nov. 1999.
29. M. T. Schiavoni and M. G. Amin, "A linearly constrained minimization approach to adaptive linear phase and notch filters," in Proc. 20th Southeastern Symp. System Theory, Philadelphia, PA, Mar. 1988, pp. 682-685.
30. M. L. R. de Campos, S. Werner, and J. A. Apolinário Jr., "Constrained adaptive filters," in Adaptive Antenna Arrays: Trends and Applications, S. Chrandran, Ed. New York: Springer-Verlag, 2004.
31. H.-C. Shin and A. H. Sayed, "Transient behavior affine projection algorithms," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP'03), vol. 6, Hong Kong, Apr. 2003, pp. 353-356.
32. H.-C. Shin, and A. H. Sayed, "Mean-square performance of affine projection algorithms," IEEE Trans. Signal Process., vol. 52, no. 1, pp. 90-102, Jan. 2004.