L2-Stability Analysis of The Set-Membership Affine Projection Algorithm
Signal Processing
2020-05-21 v1 Functional Analysis
Abstract
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.
Cite
@article{arxiv.2005.10124,
title = {L2-Stability Analysis of The Set-Membership Affine Projection Algorithm},
author = {Rajab Shabaani},
journal= {arXiv preprint arXiv:2005.10124},
year = {2020}
}
Comments
16 pages, in Persian