English

Low-Complexity Coding Techniques for Cloud Radio Access Networks

Information Theory 2024-08-28 v1 math.IT

Abstract

The problem of coding for the uplink and downlink of cloud radio access networks (C-RAN's) with KK users and LL 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 4(K+L)24(K+L)-2 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.

Keywords

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}
}
R2 v1 2026-06-28T18:24:27.597Z