arXiv subjects

Rajab Shabaani

Publications and source records attributed to Rajab Shabaani.

2 recordsLinked to original sources

arXiv2020

L2-Stability Analysis of The Set-Membership Affine Projection Algorithm

In this letter, we study the local and the global robustness of the set-membership affine projection (SM-AP) algorithm. We demonstrate that the SM-AP algorithm has l2-stability. In fact, the SM-AP algorithm never diverges; no matter how the parameters of the SM-AP algorithm has been adopted. Finally, the simulation results substantiate the validity of the proposed analysis.

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arXiv2020

L2-Stability Analysis of the SM-NLMS Algorithm

In this letter, we analyze, two properties, the local and the global robustness of the set-membership normalized least mean square (SM-NLMS) algorithm. We will show that the SM-NLMS algorithm has l2-stability. Indeed, the SM-NLMS algorithm never diverges; no matter how the parameters of the SM-NLMS algorithm has been selected. Ultimately, the numerical simulations corroborate the validity of our analysis.

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