@inproceedings{01eaddb7d6db40b8885b7f18b3fac282,
title = "Transient Analysis of Diffusion Recursive Least Squares via Signed Error Algorithm for Cyclostationary Colored Inputs",
abstract = "In this paper, we perform the transient theoretical analysis of diffusion recursive least squares via signed error (DRLS-SE) algorithm over networks in the presence of impulsive noise. The obtained analytical models allow us to investigate the impacts of nonstationary system and cyclostationary colored inputs on the network transient convergence behavior. Simulations are provided to highlight the robustness of DRLS-SE algorithm against impulsive noise, and corroborate the correctness and accuracy of obtained theoretical findings.",
keywords = "Diffusion RLS, cyclostationary colored inputs, impulsive noise, signed error, transient theoretical analysis",
author = "Wei Gao and Yi Xu and Jie Chen and Cedric Richard",
note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 32nd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2022 ; Conference date: 22-08-2022 Through 25-08-2022",
year = "2022",
doi = "10.1109/MLSP55214.2022.9943369",
language = "英语",
series = "IEEE International Workshop on Machine Learning for Signal Processing, MLSP",
publisher = "IEEE Computer Society",
booktitle = "2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing, MLSP 2022",
}