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Keyword: Behaviour analysisStochastic 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…
Read More(This article belongs to Section Electronic Engineering (EEE))
