Convex combination of adaptive filters with different tracking capabilities

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 3, Issue , 2007, Pages 925-928

  Silva, Magno T M ^a   Nascimento, Vítor H ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

Adaptive filters; Convex combination; Energy conservation; LMS algorithm; RLS algorithm; Tracking analysis

Indexed keywords

ALGORITHMS; ENERGY CONSERVATION; LEAST SQUARES APPROXIMATIONS; RECURSIVE FUNCTIONS;

CONVEX COMBINATION; LMS ALGORITHMS; RLS ALGORITHMS; TRACKING ANALYSIS;

ADAPTIVE FILTERS;

EID: 34547543898     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.366832     Document Type: Conference Paper

References (5)

1. A. H. Sayed, Fundamentals of Adaptive Filtering, John Wiley & Sons, NJ, 2003.
2. E. Eweda, "Comparison of RLS, LMS and sign algorithms for tracking randomly time-varying channels," IEEE Transactions on Signal Processing, vol. 42, pp. 2937-2944, Nov. 1994.
3. J. Arenas-García, M. Martínez-Ramón, A. NaviaVázquez, and A. R. Figueiras-Vidal, "Plant identification via adaptive combination of transversal filters," Signal Processing, vol. 86, pp. 2430-2438, Sept. 2006.
4. J. Arenas-García, A. R. Figueiras-Vidal, and A. H. Sayed, "Mean-square performance of a convex combination of two adaptive filters," IEEE Transactions on Signal Processing, vol. 54, pp. 1078-1090, Mar. 2006.
5. V. H. Nascimento, "A simple model for the effect of normalization on the convergence rate or adaptive filters," in Proc. of ICASSP'04. IEEE, 2004, vol. II, pp. 453-456.