Performance Analysis of the Dual Sign Algorithm for Additive Contaminated-Gaussian Noise

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In the previous analysis of the dual sign algorithm (DSA), Gaussian signals were assumed. When the desired response contains additive impulsive interference, however, the analysis seems to be inadequate. In this letter, performance analysis of the DSA is considered when the signals are zero-mean stationary Gaussian, and the additive noise of the desired response is zero-mean stationary contaminated-Gaussian (CG). Through computer simulations, our analysis is validated. It is also shown that the DSA is less vulnerable to impulsive interference than the least-mean square (LMS) algorithm.
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Issue Date
1994-12
Language
English
Article Type
Article
Citation

IEEE SIGNAL PROCESSING LETTERS, v.1, no.12, pp.196 - 198

ISSN
1070-9908
URI
http://hdl.handle.net/10203/861
Appears in Collection
EE-Journal Papers(저널논문)
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