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Contention Resolution for Coded Radio Networks

  • National University of Singapore
  • University of Freiburg
  • Yale University
  • Massachusetts Institute of Technology

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

3 Scopus citations

Abstract

Randomized backoff protocols, such as exponential backoff, are a powerful tool for managing access to a shared resource, often a wireless communication channel (e.g., [1]). For a wireless device to transmit successfully, it uses a backoff protocol to ensure exclusive access to the channel. Modern radios, however, do not need exclusive access to the channel to communicate; in particular, they have the ability to receive useful information even when more than one device transmits at the same time. These capabilities have now been exploited for many years by systems that rely on interference cancellation, physical layer network coding and analog network coding to improve efficiency. For example, Zigzag decoding [56] demonstrated how a base station can decode messages sent by multiple devices simultaneously. In this paper, we address the following question: Can we design a backoff protocol that is better than exponential backoff when exclusive channel access is not required. We define the Coded Radio Network Model, which generalizes traditional radio network models (e.g., [30]). We then introduce the Decodable Backoff Algorithm, a randomized backoff protocol that achieves an optimal throughput of 1 - o (1). (Throughput 1 is optimal, as simultaneous reception does not increase the channel capacity.) The algorithm breaks the constant throughput lower bound for traditional radio networks [47-49], showing the power of these new hardware capabilities.

Original languageEnglish
Title of host publicationSPAA 2022 - Proceedings of the 34th ACM Symposium on Parallelism in Algorithms and Architectures
PublisherAssociation for Computing Machinery
Pages119-130
Number of pages12
ISBN (Electronic)9781450391467
DOIs
StatePublished - Jul 11 2022
Event34th ACM Symposium on Parallelism in Algorithms and Architectures, SPAA 2022 - Philadelphia, United States
Duration: Jul 11 2022Jul 14 2022

Publication series

NameAnnual ACM Symposium on Parallelism in Algorithms and Architectures

Conference

Conference34th ACM Symposium on Parallelism in Algorithms and Architectures, SPAA 2022
Country/TerritoryUnited States
CityPhiladelphia
Period07/11/2207/14/22

Keywords

  • coded networks
  • contention resolution
  • randomized backoff
  • scheduling

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