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Deterministic Identification: From Theoretical Analysis to Practical Identification Codes

  • Ilya Vorobyev
  • , Christian Deppe
  • , Luis Torres-Figueroa
  • , Holger Boche
  • Technical University of Munich
  • BMBF Research Hub 6G-life
  • Technische Universität Braunschweig
  • Munich Center for Quantum Science and Technology (MCQST)
  • Max-Planck-lnstitut für Kohlenforschung
  • Munich Quantum Valley (MQV)

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

12 Scopus citations

Abstract

Many communication applications are event-triggered, but current applications still use the Shannon communication model to transmit and decode messages. Due to the ever-growing number of users in communication networks, this leads to a weakening of performance. To counteract this, it makes sense to use post-Shannon methods such as deterministic identification (DI) codes. The information theory analysis carried out so far has shown how performance can be increased through DI codes. In this paper we provide a new constructive proof of the capacity of deterministic identification codes for discrete memoryless channels (DMC), while so far only existence proofs exist. Based on this idea, we implement DI codes of finite length and analyze their performance both analytically and experimentally. For the latter, we build a prototype using software-defined radios and a noise generator.

Original languageEnglish
Title of host publication2024 IEEE International Symposium on Information Theory, ISIT 2024 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages303-308
Number of pages6
ISBN (Electronic)9798350382846
DOIs
StatePublished - 2024
Event2024 IEEE International Symposium on Information Theory, ISIT 2024 - Athens, Greece
Duration: 7 Jul 202412 Jul 2024

Publication series

NameIEEE International Symposium on Information Theory - Proceedings
ISSN (Print)2157-8095

Conference

Conference2024 IEEE International Symposium on Information Theory, ISIT 2024
Country/TerritoryGreece
CityAthens
Period7/07/2412/07/24

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