Cooperative cache transfer-based on-demand network coded broadcast in vehicular networks

Real-time traffic updates, safety and comfort driving, infotainment, and so on, are some envisioned applications in vehicular networks. Unlike traditional broadcast, network-coding-assisted broadcast can satisfy multiple vehicles with different data items in a coded form. However, server side encodi...

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محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: G. G. Md. Nawaz Ali, Md. Noor-A-Rahim, Md. Ashiqur Rahman, Ayalew, Beshah, Chong, Peter Han Joo, Guan, Yong Liang
مؤلفون آخرون: School of Electrical and Electronic Engineering
التنسيق: مقال
اللغة:English
منشور في: 2021
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الوصول للمادة أونلاين:https://hdl.handle.net/10356/151566
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spelling sg-ntu-dr.10356-1515662021-06-21T07:35:06Z Cooperative cache transfer-based on-demand network coded broadcast in vehicular networks G. G. Md. Nawaz Ali Md. Noor-A-Rahim Md. Ashiqur Rahman Ayalew, Beshah Chong, Peter Han Joo Guan, Yong Liang School of Electrical and Electronic Engineering Engineering::Electrical and electronic engineering Vehicular Communication Network Coding Real-time traffic updates, safety and comfort driving, infotainment, and so on, are some envisioned applications in vehicular networks. Unlike traditional broadcast, network-coding-assisted broadcast can satisfy multiple vehicles with different data items in a coded form. However, server side encoding requires the prior knowledge about vehicles’ cache information for the successful decoding at the vehicles’ sides. The explicit cache upload from vehicles to Road Side Unit (RSU) wastes upload bandwidth. In multi-RSU vehicular networks, we propose a Cooperative Cache Transfer-based On-demand Network Coded Broadcast called CCTCB. In the proposed CCTCB approach, vehicles do not need to upload their cache information to the server, rather the RSU server learns the vehicles’ cache intrinsically. We derive a probabilistic model to analyze the coding opportunity in the proposed cooperative cache transfer mechanism incorporating vehicle mobility. The comprehensive simulation results validate the superiority of the proposed approach. Economic Development Board (EDB) This work was supported in part by the NTU-NXP Intelligent Transport System Test-Bed Living Lab Fund S15-1105-RF-LLF from the Economic Development Board, Singapore, and the EDGE COFUND Marie Sklodowska Curie Grant (Agreement No. 713567). 2021-06-21T07:35:06Z 2021-06-21T07:35:06Z 2019 Journal Article G. G. Md. Nawaz Ali, Md. Noor-A-Rahim, Md. Ashiqur Rahman, Ayalew, B., Chong, P. H. J. & Guan, Y. L. (2019). Cooperative cache transfer-based on-demand network coded broadcast in vehicular networks. ACM Transactions On Embedded Computing Systems, 18(4), 1-20. https://dx.doi.org/10.1145/3329865 1539-9087 https://hdl.handle.net/10356/151566 10.1145/3329865 2-s2.0-85069538245 4 18 1 20 en S15-1105-RF-LLF ACM Transactions on Embedded Computing Systems © 2019 Association for Computing Machinery. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
Vehicular Communication
Network Coding
spellingShingle Engineering::Electrical and electronic engineering
Vehicular Communication
Network Coding
G. G. Md. Nawaz Ali
Md. Noor-A-Rahim
Md. Ashiqur Rahman
Ayalew, Beshah
Chong, Peter Han Joo
Guan, Yong Liang
Cooperative cache transfer-based on-demand network coded broadcast in vehicular networks
description Real-time traffic updates, safety and comfort driving, infotainment, and so on, are some envisioned applications in vehicular networks. Unlike traditional broadcast, network-coding-assisted broadcast can satisfy multiple vehicles with different data items in a coded form. However, server side encoding requires the prior knowledge about vehicles’ cache information for the successful decoding at the vehicles’ sides. The explicit cache upload from vehicles to Road Side Unit (RSU) wastes upload bandwidth. In multi-RSU vehicular networks, we propose a Cooperative Cache Transfer-based On-demand Network Coded Broadcast called CCTCB. In the proposed CCTCB approach, vehicles do not need to upload their cache information to the server, rather the RSU server learns the vehicles’ cache intrinsically. We derive a probabilistic model to analyze the coding opportunity in the proposed cooperative cache transfer mechanism incorporating vehicle mobility. The comprehensive simulation results validate the superiority of the proposed approach.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
G. G. Md. Nawaz Ali
Md. Noor-A-Rahim
Md. Ashiqur Rahman
Ayalew, Beshah
Chong, Peter Han Joo
Guan, Yong Liang
format Article
author G. G. Md. Nawaz Ali
Md. Noor-A-Rahim
Md. Ashiqur Rahman
Ayalew, Beshah
Chong, Peter Han Joo
Guan, Yong Liang
author_sort G. G. Md. Nawaz Ali
title Cooperative cache transfer-based on-demand network coded broadcast in vehicular networks
title_short Cooperative cache transfer-based on-demand network coded broadcast in vehicular networks
title_full Cooperative cache transfer-based on-demand network coded broadcast in vehicular networks
title_fullStr Cooperative cache transfer-based on-demand network coded broadcast in vehicular networks
title_full_unstemmed Cooperative cache transfer-based on-demand network coded broadcast in vehicular networks
title_sort cooperative cache transfer-based on-demand network coded broadcast in vehicular networks
publishDate 2021
url https://hdl.handle.net/10356/151566
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