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2011 (Vol. 3, Issue: 10)
Article Information:

NLMS Algorithm with Orthogonal Correction Factors using Adaptive Gain for Adaptive Transversal Equalizers

L.I. Huxiong
Corresponding Author:  L.I. Huxiong 

Key words:  Adaptive gain, equalization, least mean square with orthogonal correction factors, , , ,
Vol. 3 , (10): 1177-1181
Submitted Accepted Published
2011 July, 20 2011 September, 25 2011 October, 20
Abstract:

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.
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  Cite this Reference:
L.I. Huxiong, 2011. NLMS Algorithm with Orthogonal Correction Factors using Adaptive Gain for Adaptive Transversal Equalizers.  Research Journal of Applied Sciences, Engineering and Technology, 3(10): 1177-1181.
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ISSN (Online):  2040-7467
ISSN (Print):   2040-7459
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