@inproceedings{7e7d9bdcc4d945099e5e1e9ad1683cfc,
title = "Variable step-size discrete cosine transform diffusion LMS over multi-task networks",
abstract = "In this paper, new variable step-size transform domain (VSSTD) algorithm is developed for Diffusion Least Mean Square (DLMS) multi-task networks with system identification application over Wireless Sensor Networks (WSNs). Our main contributions are the theoretical derivations of convergence analysis of Discrete Cosine Transform DLMS (DCTDLMS) algorithm considering adaptive combiners. Our simulations showed performance improvement compared to the traditional DLMS.",
keywords = "diffusion LMS, mean-sqaure analysis, multi-task networks, transform domain, variable step-size",
author = "Ali Al-Mohammedi and Mohamed Deriche",
note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 4th International Conference on Frontiers of Signal Processing, ICFSP 2018 ; Conference date: 24-09-2018 Through 27-09-2018",
year = "2018",
month = nov,
day = "28",
doi = "10.1109/ICFSP.2018.8552066",
language = "English",
series = "2018 4th International Conference on Frontiers of Signal Processing, ICFSP 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "29--33",
booktitle = "2018 4th International Conference on Frontiers of Signal Processing, ICFSP 2018",
address = "United States",
}