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 :
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