Low-Complexity Coding Techniques for Cloud Radio Access Networks
Abstract
The problem of coding for the uplink and downlink of cloud radio access networks (C-RAN's) with users and relays is considered. It is shown that low-complexity coding schemes that achieve any point in the rate-fronthaul region of joint coding and compression can be constructed starting from at most point-to-point codes designed for symmetric channels. This reduces the seemingly hard task of constructing good codes for C-RAN's to the much better understood task of finding good codes for single-user channels. To show this result, an equivalence between the achievable rate-fronthaul regions of joint coding and successive coding is established. Then, rate-splitting and quantization-splitting techniques are used to show that the task of achieving a rate-fronthaul point in the joint coding region can be simplified to that of achieving a corner point in a higher-dimensional C-RAN problem. As a by-product, some interesting properties of the rate-fronthaul region of joint decoding for uplink C-RAN's are also derived.
Cite
@article{arxiv.2408.14565,
title = {Low-Complexity Coding Techniques for Cloud Radio Access Networks},
author = {Nadim Ghaddar and Lele Wang},
journal= {arXiv preprint arXiv:2408.14565},
year = {2024}
}