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https://hdl.handle.net/20.500.14094/90007396
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2024-04-27
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90007396 (fulltext)
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2.64 MB
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メタデータID
90007396
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open access
出版タイプ
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タイトル
Stabilized Clustering Enabled V2V Communication in an NDN-SDVN Environment for Content Retrieval
著者
Alowish, Mazen ; Shiraishi, Yoshiaki ; Takano, Yasuhiro ; Mohri, Masami ; Morii, Masakatu
著者名
Alowish, Mazen
著者ID
A0372
研究者ID
1000070351567
KUID
https://kuid-rm-web.ofc.kobe-u.ac.jp/search/detail?systemId=210a85879e6855c4520e17560c007669
著者名
Shiraishi, Yoshiaki
白石, 善明
シライシ, ヨシアキ
所属機関名
工学研究科
著者ID
A0998
研究者ID
1000070782746
KUID
https://kuid-rm-web.ofc.kobe-u.ac.jp/search/detail?systemId=90d47008dfded31b520e17560c007669
著者名
Takano, Yasuhiro
髙野, 泰洋
タカノ, ヤスヒロ
所属機関名
工学研究科
著者名
Mohri, Masami
著者ID
A0450
研究者ID
1000000220038
KUID
https://kuid-rm-web.ofc.kobe-u.ac.jp/search/detail?systemId=c99ab490e69627de520e17560c007669
著者名
Morii, Masakatu
森井, 昌克
モリイ, マサカツ
所属機関名
工学研究科
収録物名
IEEE Access
巻(号)
8
ページ
135138-135151
出版者
Institute of Electrical and Electronics Engineers (IEEE)
刊行日
2020-07-21
公開日
2020-08-28
抄録
Content retrieval is becoming an emerging application on an integrated network structure referred to as Software Defined Network and Vehicular Ad hoc Network (SDVN). The SDVN is expected to flexibly provide efficient packet routing without deploying road side units. In such the infrastructure-less environment, however, it is challenging to retrieve contents from dynamic networks clustered with vehicles on roadways. As a solution to the problem, we propose a new network design by conjoining Named Data Network (NDN) with SDVN (NDN-SDVN). The new NDN-SDVN is designed as to improve stableness of the cluster formation and hence enables to efficiently perform the content retrieval over Vehicle-to-Vehicle (V2V) communications. Note that one of the most important problems in the V2V is how to select a cluster head. The proposed NDN-SDN adaptively determines the cluster head by using the SDN controller under the maximum Quality of Service (QoS) criterion, while reserving an assistance head based on a Moth Flame Optimization (MFO) algorithm to immediately recompose a new cluster with the back-off time. Moreover, the content retrieval in the NDN-SDVN can be performed over both intra- and inter-cluster communications. To this end, a Kalman filter with Neural Network (KF-NN) is applied for selecting a certain number of preferable vehicles in 1-hop in order to mitigate the broadcast storm problem that often occurs in an NDN. Content retrieval is initiated by sending interest packets including two additional fields of the timestamp and the target MAC address. The head vehicle of the SDN controller maintains ontology regarding the content information cashed by other vehicles, which significantly improves the packet delivery ratio. This NDN-SDVN design is developed on the OMNeT++ simulator and their advantageous results are evaluated in terms of the head lifetime, the cluster lifetime, the satisfactory rate, the latency and the packet delivery ratio.
キーワード
Broadcast storm
content retrieval
SDN controller
stable clustering
QoS
カテゴリ
工学研究科
学術雑誌論文
権利
This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/
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資源タイプ
journal article
言語
English (英語)
eISSN
2169-3536
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関連情報
DOI
https://doi.org/10.1109/ACCESS.2020.3010881
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