NDLI: The Applications and Simulation of Adaptive Filter in Noise Canceling

Content Provider	IEEE Xplore Digital Library
Author	Ying He Hong He Li Li Yi Wu Hongyan Pan
Copyright Year	2008
Description	Author affiliation: Tianjin Radio & TV Univ., Tianjin (Hongyan Pan) \|\| Tianjin Key Lab. for Control Theor. & Applic. in Complicated Syst., Tianjin Univ. of Technol., Tianjin (Ying He; Hong He; Li Li; Yi Wu)
Abstract	In practical application, the statistical characteristics of signal and noise are usually unknown or can't have been learned so that we hardly design fix coefficient digital filter. In allusion to this problem, the theory of the adaptive filter and adaptive noise cancellation are researched deeply in the thesis. According to the LMS and the RLS algorithms realize the design and simulation of adaptive algorithms in noise canceling, and compare and analyze the result then prove the advantage and disadvantage of two algorithms .We simulates the adaptive filter with MATLAB, the results prove its performance is better than the use of a fixed filter designed by conventional methods.
Starting Page	1
Ending Page	4
File Size	364883
Page Count	4
File Format	PDF
ISBN	9780769533360
DOI	10.1109/CSSE.2008.370
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-12-12
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis Adaptive algorithm Adaptive filters Resonance light scattering LMS RLS Digital filters Least squares approximation Analytical models adaptive filter adaptive algorithm Noise cancellation Performance analysis Signal design
Content Type	Text
Resource Type	Article

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