Mechanism-based resource allocation for multimedia transmission over spectrum agile wireless networks

• Published in: IEEE journal on selected areas in communications 2007-04, Vol.25 (3), p.601-612
• Main Authors: Fattahi, A.R., Fangwen Fu, van der Schaar, M., Paganini, F.
• Format: Article
• Language: English
• Subjects: Game theory; Games; Merging; Multimedia; Multimedia systems; Networks; Protocols; Quality of service; Radio spectrum management; Resource allocation; Resource management; Resources management; Stations; Strategy; Streaming media; Studies; System performance; Wireless communication; Wireless networks
• ISSN: 0733-8716; 1558-0008
• DOI: 10.1109/JSAC.2007.070410

We propose to add a new dimension to existing wireless multimedia systems by enabling autonomous stations to dynamically compete for communication resources through adjustment of their internal strategies and sharing their private information. We focus on emerging spectrum agile wireless networks, where developing an efficient strategy for managing available communication resources is of high importance. The proposed dynamic resource management approach for wireless multimedia changes the passive way stations are currently adapting their joint source-channel coding strategies according to available wireless resources. Each wireless station can play the resource management game by adapting its multimedia transmission strategy depending on the experienced channel conditions and user requirements. The resource allocation game is coordinated by a network moderator, which deploys mechanism-based resource management to determine the amount of transmission time to be allocated to various users on different frequency bands such that certain global system metrics are optimized. Subsequently, the moderator charges the various users based on the amount of resources it has allocated to them, in order to discourage them from being dishonest about their resource requirements. We investigate and quantify both the users' and the system performance when different cross-layer strategies, and hence users' levels of smartness, are deployed by wireless stations. Our simulations show that mechanism-based resource management outperforms conventional techniques such as air-fair time and equal time resource allocation in terms of the obtained system utility. They also provide insights that can guide the design of emerging spectrum agile network protocols and applications