Stochastic Model for the LMS Algorithm with Symmetric/Antisymmetric Properties
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DOI: 10.3390/sym14091908
Abstract: This paper presents a stochastic model for the least-mean-square algorithm with symmetric/antisymmetric properties (LMS-SAS), operating in a system identification setup with Gaussian input data. Specifically, model expressions are derived to describe the mean weight behavior… read more here.
Keywords: model lms; antisymmetric properties; symmetric antisymmetric; algorithm symmetric ... See more keywords