On Coding Capacity of Delay-constrained Network Information Flow: An Algebraic Approach

Minghua Chen, Ye Tian, Chih-Chun Wang

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

1 Citation (Scopus)

Abstract

Recently, Wang and Chen [1] showed that network coding (NC) can double the throughput as compared to routing in delay-constrained single-unicast communication. This is in sharp contrast to its delay-unconstrained counterpart where coding has no throughput gain. The result reveals that the landscape of delay-constrained communication is fundamentally different from the well-understood delay-unconstrained one and calls for investigation participation. In this paper, we generalize the Koetter-Medard algebraic approach [2] for delay-unconstrained network coding to the delay-constrained setting. The generalized approach allows us to systematically model deadline-induced interference, which is the unique challenge in studying network coding for delay-constrained communication. Using this algebraic approach, we characterize the coding capacity for single-source unicast and multicast, as the rank difference between an information space and a deadline-induced interference space. The results allow us to numerically compute the NC capacity for any given graph, serving as a benchmark for existing and future solutions on improving delay-constrained throughput.
Original languageEnglish
Title of host publicationProceedings - ISIT 2016; 2016 IEEE International Symposium on Information Theory
PublisherIEEE
Pages2908-2912
ISBN (Electronic)9781509018062
ISBN (Print)9781509018079
DOIs
Publication statusPublished - Jul 2016
Externally publishedYes
Event2016 IEEE International Symposium on Information Theory (ISIT 2016) - Roger de Llúria Building, Barcelona, Spain
Duration: 10 Jul 201615 Jul 2016

Publication series

NameIEEE International Symposium on Information Theory - Proceedings
ISSN (Print)2157-8095
ISSN (Electronic)2157-8117

Conference

Conference2016 IEEE International Symposium on Information Theory (ISIT 2016)
Country/TerritorySpain
CityBarcelona
Period10/07/1615/07/16

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