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The convex variable step-size (CVSS) algorithm

delete2000-09-01
delete8
PRE
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C
Corneliu Rusu *
C
C.F.N. Cowan
DOI：10.1109/97.863150delete
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Abstract

Abstract

En 中文
This letter introduces the convex variable step-size (CVSS) algorithm. The convexity of the resulting cost function is guaranteed. Simulations presented show that with the proposed algorithm, we obtain similar results, as with the VSS algorithm in initial convergence, while there are potential performance gains when abrupt changes occur.
Keywords:
adaptive filter
convex function
cost function
least mean fourth (LMF)
least mean square (LMS)
variable step-size
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Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

IEEE Signal Processing Magazine cover
IEEE Signal Processing Magazine
IF:
9.6
Papers:
1.1W
Citations:
1.7W

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