ICASSP 2023accepted0 citations
A Critical Look at Recent Trends in Compression of Channel State Information
Marcus Valtonen Örnhag, Stefan Ingi Adalbjörnsson, Püren Güler, Mojtaba Mahdavi
Abstract
In this paper, we challenge the current view on state-of-the-art deep learning-based methods for compressing wireless channel state information and show that traditional methods can be highly competitive on commonly used open-source benchmarks. We show that basic signal processing methods can offer superior performance and argue that the datasets and the metrics used in measuring performance give a skewed impression of the applicability and extendibility of the methods proposed in the literature today.
BibTeX
@inproceedings{icassp2023_acriticallookatr,
title = {A Critical Look at Recent Trends in Compression of Channel State Information},
author = {Marcus Valtonen Örnhag and Stefan Ingi Adalbjörnsson and Püren Güler and Mojtaba Mahdavi},
booktitle = {ICASSP 2023},
year = {2023}
}