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《Journal of Daqing Petroleum Institute》 2004-02
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A new variable step size LMS adaptive algorithm

DUAN Yu-bo, WANG Cong ( Electricity and Information Engineering College, Daqing Petroleum Institute, Daqing, Heilongjiang, 163318, China )  
The previous variable step size LMS algorithms usually have complex form ,robust of a sort and singleness of use. According to the principle of variable step size and two kind of variable step size LMS algorithms, the paper puts forward a new variable step size LMS algorithm which is simpler in form with a better performance in convergence and general use. Furthermore , the paper puts forward a condition about the analogical form of the variable step size formulae: e(n) is always in the function of exp(·) and e(n)=0 when exp(·)=1.
【CateGory Index】: TP301.6
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