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Computational Intelligence Inspired Data Delivery for Vehicle-to-Roadside Communications
https://uec.repo.nii.ac.jp/records/8849
https://uec.repo.nii.ac.jp/records/8849213a0571-7dca-4196-a945-7c2c650bcfb3
名前 / ファイル | ライセンス | アクション |
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TVT2018 (392.0 kB)
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2019-01-11 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Computational Intelligence Inspired Data Delivery for Vehicle-to-Roadside Communications | |||||
言語 | ||||||
言語 | eng | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | journal article | |||||
著者 |
Wu, Celimuge
× Wu, Celimuge× Yoshinaga, Tsutomu× Ji, Yusheng× Zhang, Yan |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | We propose a vehicle-to-roadside communication protocol based on distributed clustering where a coalitional game approach is used to stimulate the vehicles to join a cluster, and a fuzzy logic algorithm is employed to generate stable clusters by considering multiple metrics of vehicle velocity, moving pattern, and signal qualities between vehicles. A reinforcement learning algorithm with game theory based reward allocation is employed to guide each vehicle to select the route that can maximize the whole network performance. The protocol is integrated with a multi-hop data delivery virtualization scheme that works on the top of the transport layer and provides high performance for multi-hop end-to-end data transmissions. We conduct realistic computer simulations to show the performance advantage of the protocol over other approaches. | |||||
書誌情報 |
en : IEEE Transactions on Vehicular Technology 巻 67, 号 12, p. 12038-12048, 発行日 2018-12 |
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出版者 | ||||||
出版者 | IEEE (Institute of Electrical and Electronics Engineers) | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 0018-9545 | |||||
DOI | ||||||
関連タイプ | isVersionOf | |||||
識別子タイプ | DOI | |||||
関連識別子 | 10.1109/TVT.2018.2871606 | |||||
権利 | ||||||
権利情報 | This is the author's version of the work. Copyright (C) 2018 IEEE. IEEE Transactions on Vehicular Technology, 67(12), 2018, 12038-12048. DOI:10.1109/TVT.2018.2871606. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | |||||
関連サイト | ||||||
識別子タイプ | DOI | |||||
関連識別子 | https://doi.org/10.1109/TVT.2018.2871606 | |||||
著者版フラグ | ||||||
出版タイプ | AM | |||||
出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa |