New results on the stability analysis of the LMF (Least Mean Fourth) adaptive algorithm

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

Volumn 6, Issue , 2003, Pages 369-372

  Hübscher, Pedro I ^a   Nascimento, Vílor H ^b   Bermudez, José C M ^c  

^a INSTITUTO NACIONAL DE PESQUISAS ESPACIAIS   (Brazil)

^b UNIVERSITY OF SÃO PAULO   (Brazil)

^c FEDERAL UNIVERSITY OF SANTA CATARINA   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ERROR CORRECTION; SPURIOUS SIGNAL NOISE; SYSTEM STABILITY; VECTORS;

OPTIMUM WEIGHT VECTORS;

ADAPTIVE FILTERING;

EID: 0141519510     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. N. Kalouptsidis and S. Theodoridis, Adaptive System Identification and Signal Processing Algorithms, Prentice-Hall, 1993.
2. E. Walach and B. Widrow, "The least mean fourth (LMF) adaptive algorithm and its family", IEEE Transactions on Information Theory, 30(2), pp. 275-283, 1984.
3. A. Sethares and S. Rajesh, "Asymptotic analysis of stochastic gradient-based adaptive filtering algorithms with general cost functions", IEEE Transactions on Signal Processing, Vol. 44, No. 9, Sept., 1996.
4. S. H. Cho, S. D. Kim and K. Y. Jeon, "Statistical convergence of the adaptive least mean fourth algorithm", Proceedings of the ICSP'96, pp. 610-613.
5. T. Al-Naffouri and A. Sayed, "Transient analysis of adaptive filters", IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP-2001, Vol. 6, pp. 3869-3872, 2001.
6. Pedro I. Hübscher and José C. M. Bermudez, "An improved stochastic model for the least mean fourth (LMF) adaptive algorithm", IEEE International Symposium on Circuits and Systems, ISCAS-2002, Vol. 1, pp. 25-28, 26-27/May, 2002.
7. N. J. Bershad, P. Celka and J. M. Vesin, "Stochastic Analyses Gradient Adaptive Identification of Nonlinear Systems with Memory for Gaussian Data and Noisy Input and Output Measurements," IEEE Transactions on Signal Processing, Vol. 47, No. 3, pp. 675-689, Mar., 1999.