Reduced-rank adaptive filtering based on joint iterative optimization of adaptive filters

IEEE Signal Processing Letters

Volumn 14, Issue 12, 2007, Pages 980-983

  de Lamare, Rodrigo C ^a   Sampaio Neto, Raimundo ^b  

^a UNIVERSITY OF YORK   (United Kingdom)

^b PONTIFICAL CATHOLIC UNIVERSITY OF RIO DE JANEIRO   (Brazil)

Author keywords

Adaptive filters; Iterative methods

Indexed keywords

ADAPTIVE FILTERING; COMPUTER SIMULATION; INTERFERENCE SUPPRESSION; ITERATIVE METHODS; LEAST SQUARES APPROXIMATIONS; MEAN SQUARE ERROR; OPTIMIZATION;

FULL-RANK ADAPTIVE FILTERS; ITERATIVE OPTIMIZATION;

ADAPTIVE FILTERS;

EID: 36749020550     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2007.907995     Document Type: Article

References (13)

1. P. S. R. Diniz, Adaptive Filtering: Algorithms and Practical Implementations, 2nd ed. Boston, MA: Kluwer, 2002.
2. L. L. Scharf and D. W. Tufts, "Rank reduction for modeling stationary signals," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-35, pp. 350-355, Mar. 1987.
3. A. M. Haimovich and Y. Bar-Ness, "An eigenanalysis interference canceler," IEEE Trans. Signal Process., vol. 39, no. 1, pp. 76-84, Jan. 1991.
4. Y. Song and S. Roy, "Blind adaptive reduced-rank detection for DS-CDMA signals in multipath channels," IEEE J. Sel. Areas Commun., vol. 17, no. 9, pp. 1960-1970, Nov. 1999.
5. R. Singh and L. B. Milstein, "Adaptive interference suppression for DS/CDMA," IEEE Trans. Commun., vol. 50, no. 12, pp. 1902-1905, Nov. 2002.
6. J. S. Goldstein, I. S. Reed, and L. L. Scharf, "A multistage representation of the Wiener filter based on orthogonal projections," IEEE Trans. Inf. Theory, vol. 44, no. 11, pp. 2943-2959, Nov. 1998.
7. M. L. Honig and J. S. Goldstein, "Adaptive reduced-rank interference suppression based on the multistage Wiener filter," IEEE Trans. Commun., vol. 50, no. 6, pp. 986-994, Jun. 2002.
8. D. A. Pados and G. N. Karystinos, "An iterative algorithm for the computation of the MVDR filter," IEEE Trans. Signal Process., vol. 49, no. 2, pp. 290-300, Feb. 2001.
9. R. C. de Lamare and R. Sampaio-Neto, "Adaptive reduced-rank MMSE filtering with interpolated FIR filters and adaptive interpolators," IEEE Signal Process. Lett., vol. 12, no. 3, pp. 177-180, Mar. 2005.
10. J. Arenas-Garcia, A. R. Figueiras-Vidal, and A. H. Sayed, "Mean-square performance of a convex combination of two adaptive filters," IEEE Trans. Signal Process., vol. 54, no. 3, pp. 1078-1090, Mar. 2006.
11. Y. Hua and M. Nikpour, "Computing the reduced rank Wiener filter by IQMD," IEEE Signal Process. Lett., vol. 6, no. 9, pp. 240-242, Sep. 1999.
12. Q. Haoli and S. N. Batalama, "Data record-based criteria for the selection of an auxiliary vector estimator of the MMSE/MVDR filter," IEEE Trans. Commun., vol. 51, no. 10, pp. 1700-1708, Oct. 2003.
13. T. S. Rappaport, Wireless Communications. Englewood Cliffs, NJ: Prentice-Hall, 1996.