DocumentCode
1520401
Title
Energy-Efficient Cooperative Video Distribution with Statistical QoS Provisions over Wireless Networks
Author
Abdel Khalek, Amin ; Dawy, Zaher
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Texas at Austin, Austin, TX, USA
Volume
11
Issue
7
fYear
2012
fDate
7/1/2012 12:00:00 AM
Firstpage
1223
Lastpage
1236
Abstract
For real-time video broadcast where multiple users are interested in the same content, mobile-to-mobile cooperation can be utilized to improve delivery efficiency and reduce network utilization. Under such cooperation, however, real-time video transmission requires end-to-end delay bounds. Due to the inherently stochastic nature of wireless fading channels, deterministic delay bounds are prohibitively difficult to guarantee. For a scalable video structure, an alternative is to provide statistical guarantees using the concept of effective capacity/bandwidth by deriving quality of service exponents for each video layer. Using this concept, we formulate the resource allocation problem for general multihop multicast network flows and derive the optimal solution that minimizes the total energy consumption while guaranteeing a statistical end-to-end delay bound on each network path. A method is described to compute the optimal resource allocation at each node in a distributed fashion. Furthermore, we propose low complexity approximation algorithms for energy-efficient flow selection from the set of directed acyclic graphs forming the candidate network flows. The flow selection and resource allocation process is adapted for each video frame according to the channel conditions on the network links. Considering different network topologies, results demonstrate that the proposed resource allocation and flow selection algorithms provide notable performance gains with small optimality gaps at a low computational cost.
Keywords
directed graphs; fading channels; multicast communication; quality of service; statistical analysis; telecommunication network topology; video coding; video streaming; capacity/bandwidth; channel condition; complexity approximation algorithm; delivery efficiency; deterministic delay bound; directed acyclic graphs; energy-efficient cooperative video distribution; energy-efficient flow selection; flow selection algorithm; mobile-to-mobile cooperation; multihop multicast network flow; network links; network path; network topology; optimal resource allocation; quality of service; real-time video broadcast; real-time video transmission; resource allocation problem; resource allocation process; scalable video structure; statistical QoS provision; statistical end-to-end delay bound; video frame; video layer; wireless fading channel; wireless network utilization; Bandwidth; Delay; Energy consumption; Quality of service; Resource management; Streaming media; Wireless communication; Scalable video coding; mobile-to-mobile cooperation.; real-time video broadcast; statistical QoS guarantees;
fLanguage
English
Journal_Title
Mobile Computing, IEEE Transactions on
Publisher
ieee
ISSN
1536-1233
Type
jour
DOI
10.1109/TMC.2011.127
Filename
6202819
Link To Document