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《Acta Electronica Sinica》 1990-04
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The Study on a Variable Step Size Adaptive Filtering Algorithm

Ye Hua, Wu Boxiu(Dept.of Radio Engineering, South-East University, Nanjing)  
This paper presents a variable step size adaptive filtering algorithm (VS-NLMS).An estimated cross-correlation coefficient between the input reference signal and the error signal is used as the variable step size.Compared with the conventional fixed step size adaptive filtering algorithm (NLMS), the VS-NLMS algorithm can achieve much lower misad-justment noise in the steady state with the same convergence speed and tracking capability. The excellent properties of the VS-NLMS algorithm are confirmed by theoretical analysis and computer simulations.
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