Variable Tap-Length Adaptive Algorithm.pdf (680.77 kB)
0/0

Variable tap-length adaptive algorithm which exploits both second and fourth order statistics.

Download (680.77 kB)
conference contribution
posted on 04.12.2009 by Yonggang Zhang, Leilei Li, Jonathon Chambers
A new variable tap-length adaptive algorithm which exploits both second and fourth order statistics is proposed in this paper. In this algorithm, the tap-length of the adaptive filter is varying rather than fixed, and controlled by fourth order statistics, whereas the coefficient update retains a conventional least mean square (LMS) form. As will be seen in the simulation results, the proposed algorithm has a faster convergence rate as compared with an existing variable tap-length LMS algorithm which is based only on second order statistics in sub-Gaussian noise environments.

History

School

  • Mechanical, Electrical and Manufacturing Engineering

Citation

ZHANG, Y., LI, L. and CHAMBERS, J.A., 2008. Variable tap-length adaptive algorithm which exploits both second and fourth order statistics. IN: Proceedings of 2008 9th International Conference on Signal Processing (ICSP 2008), Beijing, China, 26-29 October, pp.223-226.

Publisher

© IEEE

Version

VoR (Version of Record)

Publication date

2008

Notes

This is a conference paper [© IEEE]. It is also available at: http://ieeexplore.ieee.org/ 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.

Language

en

Exports

Logo branding

Exports