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Abstract
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Article Information:
NLMS Algorithm with Orthogonal Correction Factors using Adaptive Gain for Adaptive Transversal Equalizers
L.I. Huxiong
Corresponding Author: L.I. Huxiong
Submitted:
Accepted: 2011 September, 25
Published: 2011 October, 20 |
Abstract:
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A normalized least mean square with orthogonal correction factors using adaptive gain (NLMSOCF-
AG) algorithm is proposed in order to improve the convergence rate and steady-state performance for
adaptive transversal equalizers. The particular values of the step-size parameter are obtained that minimize the
ensemble-average cost function by analyzing the estimated output-error. The experimental results show that
the proposed algorithm has fast convergence rate and small steady-state error compared with the conventional
NLMS-OCF algorithm.
Key words: Adaptive gain, equalization, least mean square with orthogonal correction factors, , , ,
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Abstract
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Cite this Reference:
L.I. Huxiong, . NLMS Algorithm with Orthogonal Correction Factors using Adaptive Gain for Adaptive Transversal Equalizers. Research Journal of Applied Sciences, Engineering and Technology, (10): 1177-1181.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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