Broadcast Channel Coding: Algorithmic Aspects and Non-Signaling Assistance

被引:1
|
作者
Fawzi, Omar [1 ]
Ferme, Paul [1 ]
机构
[1] Univ Claude Bernard Lyon 1 UCBL, CNRS, Inria, ENS Lyon, F-69342 Lyon, France
基金
欧洲研究理事会;
关键词
nonlocal; non-signaling; Broadcast channel; approximation algorithms; CAPACITY REGION; CONVERSE; THEOREM;
D O I
10.1109/TIT.2024.3410047
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We address the problem of coding for classical broadcast channels, which entails maximizing the success probability that can be achieved by sending a fixed number of messages over a broadcast channel. For point-to-point channels, Barman and Fawzi found a (1-e(-1))-approximation algorithm running in polynomial time, and showed that it is NP-hard to achieve a strictly better approximation ratio. Furthermore, these algorithmic results were at the core of the limitations they established on the power of non-signaling assistance for point-to-point channels. It is natural to ask if similar results hold for broadcast channels, exploiting links between approximation algorithms of the channel coding problem and the non-signaling assisted capacity region. In this work, we make several contributions on algorithmic aspects and non-signaling assisted capacity regions of broadcast channels. For the class of deterministic broadcast channels, we describe a (1-e(-1))(2)-approximation algorithm running in polynomial time, and we show that the capacity region for that class is the same with or without non-signaling assistance. Finally, we show that in the value query model, we cannot achieve a better approximation (1) ratio than ohm(1/root m) in polynomial time for the general broadcast channel coding problem, with m the size of one of the outputs of the channel.
引用
收藏
页码:7563 / 7580
页数:18
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