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An enhanced heuristic XoR network coding-based method for high quality video streaming over VANETs

One of the most important challenges in live video streaming in mobile vehicular networks is the optimal use of broadband and point-to-point packet delay. Recent studies show that the sheer use of frames flow compression methods (such as H.264 or HEVC) and the proper communication overlay, such as P...

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Autores principales: Mosaarab, Maryam, Barekatain, Behrang, Raahemifar, Kaamran, Movahednejad, Homa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6598775/
https://www.ncbi.nlm.nih.gov/pubmed/31251749
http://dx.doi.org/10.1371/journal.pone.0218647
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author Mosaarab, Maryam
Barekatain, Behrang
Raahemifar, Kaamran
Movahednejad, Homa
author_facet Mosaarab, Maryam
Barekatain, Behrang
Raahemifar, Kaamran
Movahednejad, Homa
author_sort Mosaarab, Maryam
collection PubMed
description One of the most important challenges in live video streaming in mobile vehicular networks is the optimal use of broadband and point-to-point packet delay. Recent studies show that the sheer use of frames flow compression methods (such as H.264 or HEVC) and the proper communication overlay, such as Peer-to-Peer (P2P), has no absolute influence on increasing the quality of received video in VANET networks. Therefore, the use of an appropriate data exchange method, such as network coding, seems to be of great importance. Compared to Random Network Coding (RNC), XoR Network Coding (XNC) method has the least computational load for the network which is an important factor in optimal use of limited energy of nodes in a wireless network. The basic problem in XNC is that when a node is supposed to combine several frames and transmit them through an encoded frame, how this combination could be made to enable other nodes of the network to be broadcasted through receiving this packet and how can the available packets in their buffers decode as well as extract the largest number of frames in order to experience a higher video quality. To fulfil this aim, an encoding intelligent method is required which is based on the buffers’ status of neighbours. In the proposed method in this article, the best frame combination is reached through buffers status of neighbours and AHP methods or AHP-TOPSIS methods, and the encoded frames are broadcasted through XNC. Simulation results show that due to the reduction in number of transmitted packets in the network, parameters such as congestion and point-to-point delay are significantly reduced and vehicles experience a higher video quality compared with other similar methods.
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spelling pubmed-65987752019-07-12 An enhanced heuristic XoR network coding-based method for high quality video streaming over VANETs Mosaarab, Maryam Barekatain, Behrang Raahemifar, Kaamran Movahednejad, Homa PLoS One Research Article One of the most important challenges in live video streaming in mobile vehicular networks is the optimal use of broadband and point-to-point packet delay. Recent studies show that the sheer use of frames flow compression methods (such as H.264 or HEVC) and the proper communication overlay, such as Peer-to-Peer (P2P), has no absolute influence on increasing the quality of received video in VANET networks. Therefore, the use of an appropriate data exchange method, such as network coding, seems to be of great importance. Compared to Random Network Coding (RNC), XoR Network Coding (XNC) method has the least computational load for the network which is an important factor in optimal use of limited energy of nodes in a wireless network. The basic problem in XNC is that when a node is supposed to combine several frames and transmit them through an encoded frame, how this combination could be made to enable other nodes of the network to be broadcasted through receiving this packet and how can the available packets in their buffers decode as well as extract the largest number of frames in order to experience a higher video quality. To fulfil this aim, an encoding intelligent method is required which is based on the buffers’ status of neighbours. In the proposed method in this article, the best frame combination is reached through buffers status of neighbours and AHP methods or AHP-TOPSIS methods, and the encoded frames are broadcasted through XNC. Simulation results show that due to the reduction in number of transmitted packets in the network, parameters such as congestion and point-to-point delay are significantly reduced and vehicles experience a higher video quality compared with other similar methods. Public Library of Science 2019-06-28 /pmc/articles/PMC6598775/ /pubmed/31251749 http://dx.doi.org/10.1371/journal.pone.0218647 Text en © 2019 Mosaarab et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Mosaarab, Maryam
Barekatain, Behrang
Raahemifar, Kaamran
Movahednejad, Homa
An enhanced heuristic XoR network coding-based method for high quality video streaming over VANETs
title An enhanced heuristic XoR network coding-based method for high quality video streaming over VANETs
title_full An enhanced heuristic XoR network coding-based method for high quality video streaming over VANETs
title_fullStr An enhanced heuristic XoR network coding-based method for high quality video streaming over VANETs
title_full_unstemmed An enhanced heuristic XoR network coding-based method for high quality video streaming over VANETs
title_short An enhanced heuristic XoR network coding-based method for high quality video streaming over VANETs
title_sort enhanced heuristic xor network coding-based method for high quality video streaming over vanets
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6598775/
https://www.ncbi.nlm.nih.gov/pubmed/31251749
http://dx.doi.org/10.1371/journal.pone.0218647
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