DocumentCode
2110483
Title
An efficient approach to noise suppression in adaptive filtering subject to output envelope constraints
Author
Zheng, Wei Xing
Author_Institution
Dept. of Math., Univ. of Western Sydney, NSW, Australia
Volume
5
fYear
1998
fDate
31 May-3 Jun 1998
Firstpage
182
Abstract
Median smoothing is incorporated into the recently developed adaptive envelope-constrained filtering algorithms with a view to suppressing the effect of impulsive noise at the input channel. It is demonstrated that the proposed adaptive filtering algorithms can provide notable improvements in the performance. In particular, the output envelope constraints of primary interest can be more easily satisfied by the filter weight estimate obtained with the median smoothing than with the average smoothing in impulsive noise situations
Keywords
FIR filters; adaptive filters; filtering theory; random noise; smoothing methods; adaptive envelope-constrained filtering algorithms; adaptive filtering; filter weight estimate; impulsive noise; input channel; median smoothing; noise suppression; output envelope constraints; Adaptive filters; Filtering algorithms; Finite impulse response filter; Noise level; Noise shaping; Nonlinear filters; Pulse shaping methods; Quadratic programming; Smoothing methods; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1998. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on
Conference_Location
Monterey, CA
Print_ISBN
0-7803-4455-3
Type
conf
DOI
10.1109/ISCAS.1998.694438
Filename
694438
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