Full metadata record
DC Field | Value | Language |
---|---|---|
dc.citation.endPage | 110 | - |
dc.citation.number | 1 | - |
dc.citation.startPage | 99 | - |
dc.citation.title | JOURNAL OF COMMUNICATIONS AND NETWORKS | - |
dc.citation.volume | 24 | - |
dc.contributor.author | Park, Daehyun | - |
dc.contributor.author | Kang, Sunjung | - |
dc.contributor.author | Joo, Changhee | - |
dc.date.accessioned | 2023-12-21T14:38:47Z | - |
dc.date.available | 2023-12-21T14:38:47Z | - |
dc.date.created | 2022-02-04 | - |
dc.date.issued | 2022-02 | - |
dc.description.abstract | We address the joint problem of learning and scheduling in multi-hop wireless network without a prior knowledge on link rates. Previous scheduling algorithms need the link rate information, and learning algorithms often require a centralized entity and polynomial complexity. These become a major obstacle to develop an efficient learning-based distributed scheme for resource allocation in large-scale multi-hop networks. In this work, by incorporating with learning algorithm, we develop provably efficient scheduling scheme under packet arrival dynamics without a priori link rate information. We extend the results to distributed implementation and evaluation their performance through simulations. | - |
dc.identifier.bibliographicCitation | JOURNAL OF COMMUNICATIONS AND NETWORKS, v.24, no.1, pp.99 - 110 | - |
dc.identifier.doi | 10.23919/JCN.2021.000030 | - |
dc.identifier.issn | 1229-2370 | - |
dc.identifier.uri | https://scholarworks.unist.ac.kr/handle/201301/58411 | - |
dc.identifier.url | https://ieeexplore.ieee.org/document/9623651 | - |
dc.identifier.wosid | 000744090500001 | - |
dc.language | 영어 | - |
dc.publisher | KOREAN INST COMMUNICATIONS SCIENCES (K I C S) | - |
dc.title | A learning-based distributed algorithm for scheduling in multi-hop wireless networks | - |
dc.type | Article | - |
dc.description.isOpenAccess | TRUE | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Information Systems; Telecommunications | - |
dc.relation.journalResearchArea | Computer Science; Telecommunications | - |
dc.type.docType | Article; Early Access | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | kci | - |
dc.subject.keywordAuthor | Wireless communication | - |
dc.subject.keywordAuthor | Spread spectrum communication | - |
dc.subject.keywordAuthor | Complexity theory | - |
dc.subject.keywordAuthor | Interference | - |
dc.subject.keywordAuthor | Wireless networks | - |
dc.subject.keywordAuthor | Heuristic algorithms | - |
dc.subject.keywordAuthor | Dynamic scheduling | - |
dc.subject.keywordAuthor | Distributed algorithm | - |
dc.subject.keywordAuthor | learning | - |
dc.subject.keywordAuthor | multi-hop networks | - |
dc.subject.keywordAuthor | provable efficiency | - |
dc.subject.keywordAuthor | wireless scheduling | - |
dc.subject.keywordPlus | MULTIARMED BANDIT | - |
dc.subject.keywordPlus | THROUGHPUT | - |
dc.subject.keywordPlus | ACCESS | - |
Items in Repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Tel : 052-217-1404 / Email : scholarworks@unist.ac.kr
Copyright (c) 2023 by UNIST LIBRARY. All rights reserved.
ScholarWorks@UNIST was established as an OAK Project for the National Library of Korea.