Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1783430833690902528 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6598775 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT mosaarabmaryam anenhancedheuristicxornetworkcodingbasedmethodforhighqualityvideostreamingovervanets AT barekatainbehrang anenhancedheuristicxornetworkcodingbasedmethodforhighqualityvideostreamingovervanets AT raahemifarkaamran anenhancedheuristicxornetworkcodingbasedmethodforhighqualityvideostreamingovervanets AT movahednejadhoma anenhancedheuristicxornetworkcodingbasedmethodforhighqualityvideostreamingovervanets AT mosaarabmaryam enhancedheuristicxornetworkcodingbasedmethodforhighqualityvideostreamingovervanets AT barekatainbehrang enhancedheuristicxornetworkcodingbasedmethodforhighqualityvideostreamingovervanets AT raahemifarkaamran enhancedheuristicxornetworkcodingbasedmethodforhighqualityvideostreamingovervanets AT movahednejadhoma enhancedheuristicxornetworkcodingbasedmethodforhighqualityvideostreamingovervanets |