A stochastic model for the deficient order Affine Projection algorithm

10th International Conference on Information Sciences, Signal Processing and their Applications, ISSPA 2010

Volumn , Issue , 2010, Pages 554-557

  De Almeida, Sérgio J M ^a   Costa, Márcio H ^b   Bermudez, José C M ^b  

^a CATHOLIC UNIVERSITY OF PELOTAS   (Brazil)

^b FEDERAL UNIVERSITY OF SANTA CATARINA   (Brazil)

Author keywords

Adaptive filters; Signal processing

Indexed keywords

AFFINE PROJECTION ALGORITHMS; AFFINE PROJECTIONS; AP ALGORITHM; AUTO-REGRESSIVE; HIGH ORDER; INPUT SIGNAL; MEAN WEIGHT; MONTE CARLO SIMULATION; RECURSIVE EQUATIONS; STATISTICAL ANALYSIS; THEORETICAL PREDICTION;

ADAPTIVE FILTERING; ADAPTIVE FILTERS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; ELECTRIC FILTERS; INFORMATION SCIENCE; MONTE CARLO METHODS; SIGNAL PROCESSING; STOCHASTIC MODELS;

ADAPTIVE ALGORITHMS;

EID: 78650277007     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISSPA.2010.5605589     Document Type: Conference Paper

References (5)

1. K. Ozeki and T. Umeda, "An adaptive filtering algorithm using orthogonal projection to an affine subspace and its properties," Electron. Commun. Jpn., vol 67-A, no.5, pp. 19-27, Feb. 1984.
2. M. Rupp, "A family of filter algorithms with decorrelating properties," IEEE Transactions on Signal Processing, voL 46, no. 3, pp. 771-775, Mar. 1998.
3. S. J. M. Almeida, J. C M. Bermudez, N. J. Bershad, and M. H. Costa, "A statistical analysis of the Affine Projection algorithm for unity step size and autoregressive inputs," IEEE Transactions on Circuits and Systems - I, voL 52, no. 7, pp. 1394-1405, Jul 2005.
4. Almeida, S.J.M., M. H. Costa, Bermudez, J.CM., "A stochastic model for the deficient length pseudo Affine projection adaptive algorithm", in Proc. of Eusipco 2009, pp. 1715-1719.
5. M. H. Costa, J. C M. Bermudez, "An improved model for the normalized LMS algorithm with Gaussian inputs and large number of coefficients," in Proc. of Icassp 2002, voL 2, pp. 1385-1388.