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A Consideration on Block LMS-Newton Algorithm and Its Performance
Kimoto, Masanori,Furukawa, Toshihiro 대한전자공학회 1994 ISPACS:Intelligent Signal Processing and Communica Vol.1 No.1
Adaptive algorithm especially play the important role in adaptive signal processing, and various techniques has been proposed until up to now. Among there, LMS-Newton algorithm as well known. LMS-Newton algorithm can have rapid convergence speed no matter how input signal are correlated But it has too many computational requirements to be implemented with hardware structure. This paper presents a Block LMS-Newton algorithm, it is derived by introducing the block adaptive signal processing to LMS-Newton algorithm. Compared with LMS-Newton algorithm, the proposed algorithm is expected to reduce the computational requirements and fast convergence speed.