vix.ing · top · new · best · stats · spec

Exact Random Coding Exponents and Universal Decoders for the Asymmetric Broadcast Channel

2017/02/26 by Neri Merhav, Averbuch, Ran, Merhav, Neri
Computer Science · Engineering · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Body Area Networks #Wireless Communication Security Techniques

paper · pdf · doi:10.48550/arxiv.1702.08003

openalex publication_date 2017/02/26 · openalex created_date 2019/06/27 · openalex updated_date 2026/07/28

Abstract

This work contains two main contributions concerning the asymmetric broadcast channel. The first is an analysis of the exact random coding error exponents for both users, and the second is the derivation of universal decoders for both users. These universal decoders are certain variants of the maximum mutual information (MMI) universal decoder, which achieve the corresponding random coding exponents of optimal decoding. In addition, we introduce some lower bounds, which involve optimization over very few parameters, unlike the original, exact exponents, which involve minimizations over auxiliary probability distributions. Numerical results for the binary symmetric broadcast channel show improvements over previously derived error exponents for the same model.

Related