A Novel Adaptive LMS Algorithm with Genetic Search Capabilities for System Identification of Adaptive FIR and IIR Filters

A Novel Adaptive LMS Algorithm with Genetic Search Capabilities for System Identification of Adaptive FIR and IIR Filters

In this paper we introduce a novel adaptation algorithm for adaptive filtering of FIR and IIR digital filters within the context of system identification. The standard LMS algorithm is hybridized with GA (Genetic Algorithm) to obtain a new integrated learning algorithm, namely, LMS-GA. The main aim...

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Bibliographic Details
Main Authors: Amjad J. Humaidi, Ibraheem Kasim Ibraheem, Ahmed R. Ajel
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Information
Subjects:
multimodal error surface
genetic algorithm
LMS algorithm
system identification
adaptive filtering
IIR filter
Online Access:https://www.mdpi.com/2078-2489/10/5/176

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