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Multi-Channel Active Noise Control System Designs using Fuzzy Logic Stabilized Algorithms

Authors :
Dong-Jun Ahn
Source :
Journal of the Korea Academia-Industrial cooperation Society. 13:3647-3653
Publication Year :
2012
Publisher :
The Korea Academia-Industrial Cooperation Society, 2012.

Abstract

In active noise control filter, IIR filter structure which used for control filter assures the stability property. The stability characteristics of IIR filter structure is mainly determined by pole location of control filter within unit disc, so stable selection of the value of control filter coefficient is very important. In this paper, we proposed novel adaptive stabilized Filtered_U LMS algorithms with IIR filter structure which has better convergence speed and less computational burden than conventional FIR structures, for multi-channel active noise control with vehicle enclosure signal case. For better convergence speed in adaptive algorithms, fuzzy LMS algorithms where convergence coefficient computed by a fuzzy PI type controller was proposed.

Details

ISSN :
19754701
Volume :
13
Database :
OpenAIRE
Journal :
Journal of the Korea Academia-Industrial cooperation Society
Accession number :
edsair.doi...........8567c1cae1a4c2764b247de56bff5671
Full Text :
https://doi.org/10.5762/kais.2012.13.8.3647