IEEE - Institute of Electrical and Electronics Engineers, Inc. - An novel variable step size LMS adaptive filtering algorithm based on hyperbolic tangent function

2010 International Conference on Computer Application and System Modeling (ICCASM 2010)

Author(s): Yonggang Yan ; Junwei Zhao ; Zhankui Wang ; Yongpeng Yan
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2010
Conference Location: Taiyuan, China, China
Conference Date: 22 October 2010
Volume: 14
ISBN (Electronic): 978-1-4244-7237-6
ISBN (Paper): 978-1-4244-7235-2
DOI: 10.1109/ICCASM.2010.5622332
Regular:

Adaptive filtering has been widely used in many fields. However, the disadvantage of the fixed step-size LMS is that the step factor can not meet the convergence rate and the static error at the... View More

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