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A convergence analysis of Volterra adaptive filters

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2 Author(s)
Jinhui Chao ; Dept. of Electr. & Electron. Eng., Chuo Univ., Tokyo, Japan ; A. Inomata

Volterra adaptive filters are known as nonlinear adaptive filters of parameter-linear, so that their global convergence is guaranteed. However, explicit and rigor analysis for these kind of adaptive filters is still not observed. In this paper, we present a rigor analysis on mean convergence of quadratic Volterra adaptive filters for Gaussian input signal

Published in:

Circuits and Systems, 1997. ISCAS '97., Proceedings of 1997 IEEE International Symposium on  (Volume:4 )

Date of Conference:

9-12 Jun 1997