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Multi-channel assignment and link scheduling for prioritized latency-sensitive applications

  • Stony Brook University

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

1 Scopus citations

Abstract

Current wireless networks mainly focus on delay-tolerant applications while demands for latency-sensitive applications are rising with VR/AR technologies and machine-to-machine IoT applications. In this paper we consider multi-channel, multi-radio scheduling at the MAC layer to optimize for the performance of prioritized, delay-sensitive demands. Our objective is to design an interference-free schedule that minimizes the maximum weighted refresh time among all edges, where the refresh time of an edge is the maximum number of time slots between two successive slots of that edge and the weights reflect given priorities. In the single-antenna unweighted case with k channels and n transceivers, the scheduling problem reduces to the classical edge coloring problem when (Formula Presented) and to strong edge coloring when k = 1, but it is neither edge coloring nor strong edge coloring for general k. Further, the priority requirement introduces extra challenges. In this paper we provide a randomized algorithm with an approximation factor of (Formula Presented) in expectation, where Δp denotes the maximum degree of the unweighted multi-graph, which is formed by duplicating each edge ei for wi times (wi is ei’s integral priority value), and m is the number of required link communications (Formula Presented) means that (Formula Presented) for some positive constant k. The results are generalized to the multi-antenna settings. We evaluate the performance of our methods in different settings using simulations).

Original languageEnglish
Title of host publicationAlgorithms for Sensor Systems - 15th International Symposium on Algorithms and Experiments for Wireless Sensor Networks, ALGOSENSORS 2019, Revised Selected Papers
EditorsFalko Dressler, Christian Scheideler
PublisherSpringer
Pages137-157
Number of pages21
ISBN (Print)9783030344047
DOIs
StatePublished - 2019
Event15th International Symposium on Algorithms and Experiments for Wireless Sensor Networks, ALGOSENSORS 2019 - Munich, Germany
Duration: Sep 12 2019Sep 13 2019

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume11931 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference15th International Symposium on Algorithms and Experiments for Wireless Sensor Networks, ALGOSENSORS 2019
Country/TerritoryGermany
CityMunich
Period09/12/1909/13/19

Keywords

  • Fairness
  • Latency sensitive scheduling
  • Multi-channel scheduling

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