Cargando…

A Scalable Video Multicast Scheme Based on User Demand Perception and D2D Communication

With the widespread application of 5G technology, there has been a significant surge in wireless video service demand and video traffic due to the proliferation of smart terminal devices and multimedia applications. However, the complexity of terminal devices, heterogeneous transmission channels, an...

Descripción completa

Detalles Bibliográficos
Autores principales: Ouyang, Ruiqi, Xiong, Xuanrui, Fu, Mingkai, Wang, Jie, Chen, Shixiong, Alfarraj, Osama
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490105/
https://www.ncbi.nlm.nih.gov/pubmed/37687779
http://dx.doi.org/10.3390/s23177325
_version_ 1785103764798046208
author Ouyang, Ruiqi
Xiong, Xuanrui
Fu, Mingkai
Wang, Jie
Chen, Shixiong
Alfarraj, Osama
author_facet Ouyang, Ruiqi
Xiong, Xuanrui
Fu, Mingkai
Wang, Jie
Chen, Shixiong
Alfarraj, Osama
author_sort Ouyang, Ruiqi
collection PubMed
description With the widespread application of 5G technology, there has been a significant surge in wireless video service demand and video traffic due to the proliferation of smart terminal devices and multimedia applications. However, the complexity of terminal devices, heterogeneous transmission channels, and the rapid growth of video traffic present new challenges for wireless network-based video applications. Although scalable video coding technology effectively improves video transmission efficiency in complex networks, traditional cellular base stations may struggle to handle video transmissions for all users simultaneously, particularly in large-scale networks. To tackle this issue, we propose a scalable video multicast scheme based on user demand perception and Device-to-Device (D2D) communication, aiming to enhance the D2D multicast network transmission performance of scalable videos in cellular D2D hybrid networks. Firstly, we analyze user interests by considering their video viewing history and factors like video popularity to determine their willingness for video pushing, thereby increasing the number of users receiving multicast clusters. Secondly, we design a cluster head selection algorithm that considers users’ channel quality, social parameters, and video quality requirements. Performance results demonstrate that the proposed scheme effectively attracts potential request users to join multicast clusters, increases the number of users in the clusters, and meets diverse user demands for video quality.
format Online
Article
Text
id pubmed-10490105
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-104901052023-09-09 A Scalable Video Multicast Scheme Based on User Demand Perception and D2D Communication Ouyang, Ruiqi Xiong, Xuanrui Fu, Mingkai Wang, Jie Chen, Shixiong Alfarraj, Osama Sensors (Basel) Article With the widespread application of 5G technology, there has been a significant surge in wireless video service demand and video traffic due to the proliferation of smart terminal devices and multimedia applications. However, the complexity of terminal devices, heterogeneous transmission channels, and the rapid growth of video traffic present new challenges for wireless network-based video applications. Although scalable video coding technology effectively improves video transmission efficiency in complex networks, traditional cellular base stations may struggle to handle video transmissions for all users simultaneously, particularly in large-scale networks. To tackle this issue, we propose a scalable video multicast scheme based on user demand perception and Device-to-Device (D2D) communication, aiming to enhance the D2D multicast network transmission performance of scalable videos in cellular D2D hybrid networks. Firstly, we analyze user interests by considering their video viewing history and factors like video popularity to determine their willingness for video pushing, thereby increasing the number of users receiving multicast clusters. Secondly, we design a cluster head selection algorithm that considers users’ channel quality, social parameters, and video quality requirements. Performance results demonstrate that the proposed scheme effectively attracts potential request users to join multicast clusters, increases the number of users in the clusters, and meets diverse user demands for video quality. MDPI 2023-08-22 /pmc/articles/PMC10490105/ /pubmed/37687779 http://dx.doi.org/10.3390/s23177325 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ouyang, Ruiqi
Xiong, Xuanrui
Fu, Mingkai
Wang, Jie
Chen, Shixiong
Alfarraj, Osama
A Scalable Video Multicast Scheme Based on User Demand Perception and D2D Communication
title A Scalable Video Multicast Scheme Based on User Demand Perception and D2D Communication
title_full A Scalable Video Multicast Scheme Based on User Demand Perception and D2D Communication
title_fullStr A Scalable Video Multicast Scheme Based on User Demand Perception and D2D Communication
title_full_unstemmed A Scalable Video Multicast Scheme Based on User Demand Perception and D2D Communication
title_short A Scalable Video Multicast Scheme Based on User Demand Perception and D2D Communication
title_sort scalable video multicast scheme based on user demand perception and d2d communication
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490105/
https://www.ncbi.nlm.nih.gov/pubmed/37687779
http://dx.doi.org/10.3390/s23177325
work_keys_str_mv AT ouyangruiqi ascalablevideomulticastschemebasedonuserdemandperceptionandd2dcommunication
AT xiongxuanrui ascalablevideomulticastschemebasedonuserdemandperceptionandd2dcommunication
AT fumingkai ascalablevideomulticastschemebasedonuserdemandperceptionandd2dcommunication
AT wangjie ascalablevideomulticastschemebasedonuserdemandperceptionandd2dcommunication
AT chenshixiong ascalablevideomulticastschemebasedonuserdemandperceptionandd2dcommunication
AT alfarrajosama ascalablevideomulticastschemebasedonuserdemandperceptionandd2dcommunication
AT ouyangruiqi scalablevideomulticastschemebasedonuserdemandperceptionandd2dcommunication
AT xiongxuanrui scalablevideomulticastschemebasedonuserdemandperceptionandd2dcommunication
AT fumingkai scalablevideomulticastschemebasedonuserdemandperceptionandd2dcommunication
AT wangjie scalablevideomulticastschemebasedonuserdemandperceptionandd2dcommunication
AT chenshixiong scalablevideomulticastschemebasedonuserdemandperceptionandd2dcommunication
AT alfarrajosama scalablevideomulticastschemebasedonuserdemandperceptionandd2dcommunication