Approximation Algorithms for a Link Scheduling Problem in Wireless Relay Networks with QoS Guarantee
Issue No.12 - December (2010 vol.9)
Chi-Yao Hong , National Taiwan University, Taipei
Ai-Chun Pang , National Taiwan University, Taipei
Pi-Cheng Hsiu , Academia Sinica, Taiwan
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/TMC.2010.142
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.
Approximation algorithms, link scheduling, quality of service, wireless relay networks.
Chi-Yao Hong, Ai-Chun Pang, Pi-Cheng Hsiu, "Approximation Algorithms for a Link Scheduling Problem in Wireless Relay Networks with QoS Guarantee", IEEE Transactions on Mobile Computing, vol.9, no. 12, pp. 1732-1748, December 2010, doi:10.1109/TMC.2010.142