Title :
A new block adaptive algorithm using order recursive UD factorization method
Author :
Furukawa, Toshihiro ; Yoshimoto, Sadanobu ; Kubota, Hajime
Author_Institution :
Dept. of Manage. Eng., Fukuoka Inst. of Technol., Japan
fDate :
30 May-2 Jun 1994
Abstract :
Adaptive algorithm especially plays the important role in adaptive signal processing, and much work has been proposed with various techniques until up to now. Among them, the algorithms using orthogonal projection are well known, which can be expressed with Moore-Penrose type generalized inverse matrix, with respect to the convergence characteristics. This paper presents a new block adaptive algorithm in which Moore-Penrose type generalized matrix can be efficiently calculated with order-update UD factorization. The proposed algorithm is expected to have stable property, since it includes less divisions in the procedures compared with the traditional last block adaptive algorithms
Keywords :
Adaptive algorithm; Adaptive filters; Adaptive signal processing; Computer science; Convergence; Engineering management; Matrix decomposition; Signal processing algorithms; Singular value decomposition; Technology management;
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.1994.408980