Multiple Access Design for Joint Semantic and Classical Communications

Xidong Mu, Yuanwei Liu

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

This chapter investigates the multiple access design for joint semantic and classic bit-oriented communications. For the resulting heterogeneous semantic and bit multiuser network, we discuss both orthogonal multiple access (OMA) and non-orthogonal multiple access (NOMA), with an emphasis on investigating the attractive interplay between semantic communications and NOMA, namely NOMA-enabled semantic communications and semantic communications-enhanced NOMA. (i) For NOMA-enabled semantic communications, we propose a semi-NOMA scheme for efficiently facilitating the heterogeneous semantic and bit multiuser communication, which unifies conventional NOMA and OMA schemes. The fundamental performance limit, namely semantic-versus-bit rate region, is characterized, which shows the superiority of the proposed semi-NOMA. (ii) For semantic communications-enhanced NOMA, we propose an opportunistic semantic and bit communication approach to alleviate the early-late rate disparity issue in NOMA. Numerical case studies demonstrate that significant performance gain can be achieved for NOMA by employing semantic communications than bit communications.
Original languageEnglish
Title of host publicationFoundations of semantic communication networks
PublisherWiley Online Library
Pages165-180
ISBN (Electronic)9781394247912
ISBN (Print)9781394247882 |
DOIs
Publication statusPublished - 01 Feb 2025

Keywords

  • interference management
  • non-orthogonal multiple access (NOMA)
  • resource allocation
  • semantic communication

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