Dynamic Limited Variable Step-Size Algorithm Based on the MSD Variation Cost Function
Yufei HAN,
Jiaye XIE,
Yibo LI
Abstract:The steady-state and convergence performances are important indicators to evaluate adaptive algorithms. The step-size affects these two important indicators directly. Many relevant scholars have also proposed some variable step-size adaptive algorithms for improving performance. However, there are still some problems in these existing variable step-size adaptive algorithms, such as the insufficient theoretical analysis, the imbalanced performance and the unachievable parameter. These problems influence the act… Show more
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