Title :
Performance-Aware Mobile Community-Based VoD Streaming Over Vehicular Ad Hoc Networks
Author :
Changqiao Xu ; Shijie Jia ; Mu Wang ; Lujie Zhong ; Hongke Zhang ; Muntean, Gabriel-Miro
Author_Institution :
State Key Lab. of Networking & Switching Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
Leveraging the development of mobile communication technologies and increased capabilities of mobile devices, mobile multimedia services have set new trends. To support high-quality Video-on-Demand (VoD) in mobile wireless networks, using virtual community-based approaches to balance the efficiency of content sharing and maintenance cost of performance-aware solutions has attracted increasing research interest. In this paper, we propose a novel Performance-aware Mobile Community-based VoD streaming solution over vehicular ad hoc networks (PMCV). PMCV relies on a newly designed mobile community detection scheme and an innovative community member management mechanism. The former employs a novel fuzzy ant-inspired clustering algorithm and an innovative mobility similarity estimation model to group together the mobile users with similar behavior in terms of playback and movement into mobile communities. The latter introduces the role and task of members, member join and leave, collaborative store and search for resources, and replacement of a broker member. Simulation-based testing shows how PMCV outperforms another state-of-the-art solution in terms of performance.
Keywords :
fuzzy set theory; vehicular ad hoc networks; video on demand; video streaming; PMCV; VoD; VoD streaming; fuzzy ant-inspired clustering algorithm; innovative mobility similarity estimation model; mobile communication technologies; mobile devices; mobile multimedia services; mobile wireless networks; performance-aware mobile community; performance-aware mobile community-based VoD streaming solution; performance-aware solutions; vehicular ad hoc networks; video-on-demand; virtual community; Clustering algorithms; Communities; Educational institutions; Mobile communication; Mobile computing; Peer-to-peer computing; Streaming media; Mobile community; Video-on-Demand (VoD) streaming; vehicular ad hoc networks (VANETs);
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2014.2329696