Title :
Approximation Algorithms for a Link Scheduling Problem in Wireless Relay Networks with QoS Guarantee
Author :
Hong, Chi-Yao ; Pang, Ai-Chun ; Hsiu, Pi-Cheng
Author_Institution :
Dept. of Comput. Sci., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
The emerging wireless relay networks (WRNs) are expected to provide significant improvement on throughput and extension of coverage area for next-generation wireless systems. We study an optimization problem for multihop link scheduling with bandwidth and delay guarantees over WRNs. Our optimization problem is investigated under a more general interference model with a generic objective. The objective can be based on various kinds of performance indexes (e.g., throughput, fairness, and capacity), which can be determined by service providers. Through our theoretical analysis, the intractability and inapproximability of the optimization problem are shown. Due to the intractable computational complexity, we present efficient algorithms to provide a reasonable small approximation factor against any optimal solution even for a worst-case input. Furthermore, some experimental results indicate that our algorithms yield near-optimal performance in the average case.
Keywords :
approximation theory; communication complexity; optimisation; performance index; quality of service; radio networks; radiofrequency interference; scheduling; QoS guarantee; approximation algorithm; bandwidth guarantee; coverage area; delay guarantee; interference model; intractable computational complexity; multihop link scheduling; network capacity; network extension; network fairness; network throughput; next-generation wireless system; optimization problem; performance index; wireless relay network; Approximation algorithms; Bandwidth; Computational complexity; Delay; Interference; Next generation networking; Performance analysis; Quality of service; Real time systems; Relays; Scheduling algorithm; Throughput; Wireless communication; Approximation algorithms; link scheduling; quality of service; wireless relay networks.;
Journal_Title :
Mobile Computing, IEEE Transactions on
DOI :
10.1109/TMC.2010.142