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Samenvatting
We revisit guessing random additive noise decoding (GRAND) in discrete additive noise channels. We derive a non-asymptotic random coding bound using elementary tools, which is applicable to arbitrary noise guessing orders. We then use this bound to analyze a universal variant of GRAND, that does not require knowledge of the noise distribution, and show that it achieves the random coding error exponent. Finally, we apply GRAND to an instance of the Slepian-Wolf coding problem.
Originele taal-2 | Engels |
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Titel | 2024 IEEE International Symposium on Information Theory, ISIT 2024 |
Uitgeverij | Institute of Electrical and Electronics Engineers |
Pagina's | 1291-1296 |
Aantal pagina's | 6 |
ISBN van elektronische versie | 979-8-3503-8284-6 |
DOI's | |
Status | Gepubliceerd - 19 aug. 2024 |
Evenement | 2024 IEEE International Symposium on Information Theory, ISIT 2024 - Athens, Griekenland Duur: 7 jul. 2024 → 12 jul. 2024 |
Congres
Congres | 2024 IEEE International Symposium on Information Theory, ISIT 2024 |
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Verkorte titel | ISIT 2024 |
Land/Regio | Griekenland |
Stad | Athens |
Periode | 7/07/24 → 12/07/24 |
Financiering
This work was partially supported by the European Research Council (ERC) under the ERC Starting Grant N. 101116550 (IT-JCAS).
Financiers | Financiernummer |
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IT-JCAS | |
European Research Council | 101116550 |
Vingerafdruk
Duik in de onderzoeksthema's van 'On guessing random additive noise decoding'. Samen vormen ze een unieke vingerafdruk.Projecten
- 1 Actief
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IT-JCAS: Information Theoretic Foundations of Joint Communication and Sensing
Joudeh, H. (Project Manager) & Lampel, F. (Projectmedewerker)
1/01/24 → 31/12/28
Project: Third tier