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Keyword: Behaviour analysis
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10 Pages, 7,451 KB Download PDF

Stochastic Behaviour Analysis of Adaptive Averaging Step-size Sign Normalised Hammerstein Spline Adaptive Filtering

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 577–586, 2021; DOI: 10.25046/aj060162
Abstract:

We introduce a sign algorithm based on the normalised least mean square with Hammerstein adaptive filtering using adaptive averaging step-size mechanism, which is derived by the minimised absolute a posteriori squared error. To improve the performance by reducing computational complexity, we suggest an adaptive averaging using energy of errors to update step-size variant. The analysis…

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(This article belongs to Section Electronic Engineering (EEE))

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