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Convergence analysis of gradient adaptive algorithms for arbitrary inputs

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3 Author(s)
Chao, J. ; Dept. of Electr. & Electron. Eng., Chuo Univ., Tokyo, Japan ; Kawabe, S. ; Tsujii, S.

This paper presents rigorous conditions, without the independence assumption on the input signal, for the first and second moment convergence of the gradient adaptive algorithms including FIR and IIR (equation error method) LMS and IV algorithms

Published in:

Circuits and Systems, 1994. ISCAS '94., 1994 IEEE International Symposium on  (Volume:2 )

Date of Conference:

30 May-2 Jun 1994