Adaptive nonlinear digital filter with sequential regression algorithm

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Publication Type Journal Article
School or College College of Engineering
Department Electrical & Computer Engineering
Creator Mathews, V. John
Other Author Youn, D. H.; Yu, K. K.
Title Adaptive nonlinear digital filter with sequential regression algorithm
Date 1984
Description The purpose of this paper is to introduce an adaptive nonlinear digital filtering algorithm which use the sequential regression (SER) method to update the second order Volterra filter coefficients in a recursive way. Conventionally, the SER method has been used to invert large matrices which result from direct application of the Wiener filter large matrices which result from direct application of the Wiener filter theory to the Volterra filter. However, the algorithm proposed in this paper adopts the simplified least squares solution that results when the input signals are Gaussian, and hence the size of the matrix to be inverted in smaller than that of the conventional approaches. Simulation results are also included to demonstrate the performance of the proposed algorithm.
Type Text
Publisher Institute of Electrical and Electronics Engineers (IEEE)
First Page 152
Last Page 161
Language eng
Bibliographic Citation Youn, D. H., Yu, K. K., & Mathews, V. J. (1984). Adaptive nonlinear digital filter with sequential regression algorithm. Proc. 22nd Annual Allerton Conf. Control, Communication and Computing, 152-61. October 3-5.
Rights Management (c) 1984 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Format Medium application/pdf
Format Extent 6,636,854 bytes
Identifier ir-main,15126
ARK ark:/87278/s6cj8xz6
Setname ir_uspace
Date Created 2012-06-13
Date Modified 2021-05-06
ID 705628
Reference URL https://collections.lib.utah.edu/ark:/87278/s6cj8xz6
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