Paper Title:
Study and Improving on Adaptive Filter
  Abstract

In this paper the principle of adaptive filter and various least mean square (LMS) adaptive filter algorithm is studied, based on the related hyperbolic tangent function LMS algorithm is presented, referred to as CTanh-LMS algorithm. Simulation results show that, compared with other adaptive filter algorithm, this method has better denoising ability, and the algorithm is simple, fast convergence rate, and can satisfy the gearbox vibration signal denoising requirements. The proposed algorithm can not only solve the gearbox fault feature extraction, and give adaptive filter algorithm research provides a new means, has important theoretical significance and practical value.

  Info
Periodical
Chapter
Chapter 3: Advanced Manufacturing Technology (1)
Edited by
Dongye Sun, Wen-Pei Sung and Ran Chen
Pages
1392-1396
DOI
10.4028/www.scientific.net/AMM.121-126.1392
Citation
H. X. Pan, Y. Y. Zhang, "Study and Improving on Adaptive Filter", Applied Mechanics and Materials, Vols. 121-126, pp. 1392-1396, 2012
Online since
October 2011
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Price
$32.00
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