Title :
Convergence analysis of gradient adaptive algorithms for arbitrary inputs
Author :
Chao, Jinhui ; Kawabe, Shinobu ; Tsujii, Shigeo
Author_Institution :
Dept. of Electr. & Electron. Eng., Chuo Univ., Tokyo, Japan
fDate :
30 May-2 Jun 1994
Abstract :
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
Keywords :
Adaptive algorithm; Algorithm design and analysis; Chaos; Convergence; Difference equations; Error correction; Finite impulse response filter; Instruments; Least squares approximation; Signal analysis;
Conference_Titel :
Circuits and Systems, 1994. ISCAS '94., 1994 IEEE International Symposium on
Conference_Location :
London
Print_ISBN :
0-7803-1915-X
DOI :
10.1109/ISCAS.1994.408900
