Title :
Optimal Self-Adaptive QoS Resource Management in Interference-Affected Multicast Wireless Networks
Author :
Baccarelli, E. ; Cordeschi, N. ; Polli, Valentina
Author_Institution :
Dept. of Inf., Electr. & Telecommun. (DIET) Eng., Sapienza Univ. of Rome, Rome, Italy
Abstract :
In this paper, we focus on the quality-of-service (QoS)-constrained jointly optimal congestion control, network coding, and adaptive distributed power control for connectionless wireless networks affected by multiple access interference (MAI). The goal is to manage the available network resources, so as to support multiple multicast sessions with QoS requirements when intrasession network coding (NC) is allowed. To cope with the nonconvex nature of the resulting cross-layer optimization problem, we propose a two-level decomposition that provides the means to attain the optimal solution through suitable relaxed convex versions of its comprising subproblems. Sufficient conditions for the equivalence of the primary nonconvex problem and its related convex version are derived, occurrence of such conditions investigated, and performance with respect to conventional routing-based layered solutions analyzed. Moreover, we develop a distributed algorithm to compute the actual solution of the resource allocation problem that quickly adapts to network time-evolutions. Performance of this algorithm and its adaptivity are evaluated in the presence of varying network/fading conditions and noisy measurements.
Keywords :
adaptive control; concave programming; distributed control; multi-access systems; network coding; power control; quality of service; radio networks; radiofrequency interference; resource allocation; telecommunication congestion control; telecommunication network routing; MAI; NC; adaptive distributed power control; connectionless wireless network; cross-layer optimization problem; distributed algorithm; interference-affected multicast wireless network; intrasession network coding; multiple access interference; multiple multicast session; network time-evolution; network-fading condition; noisy measurement; optimal congestion control; optimal self-adaptive QoS resource management; primary nonconvex problem; quality-of-service; resource allocation problem; routing-based layered solution; two-level decomposition; Network coding; Optimization; Quality of service; Resource management; Signal to noise ratio; Vectors; Wireless communication; Adaptive cross-layer optimization; distributed QoS resource allocation; network coding (NC); wireless multicast;
Journal_Title :
Networking, IEEE/ACM Transactions on
DOI :
10.1109/TNET.2012.2237411