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
Link To Document :
بازگشت