Title :
Cross-Layer Design for Proportional Delay Differentiation and Network Utility Maximization in Multi-Hop Wireless Networks
Author :
Zhou, Anfu ; Liu, Min ; Li, Zhongcheng ; Dutkiewicz, Eryk
Author_Institution :
Inst. of Comput. Technol., Beijing, China
fDate :
4/1/2012 12:00:00 AM
Abstract :
One major problem of cross-layer control algorithms in multi-hop wireless networks is that they lead to large end-to-end delays. Recently there have been many studies devoted to solving the problem to guarantee order-optimal per-flow delay. However, these approaches also bring the adverse effect of sacrificing a lot of network utility. In this paper, we solve the large-delay problem without sacrificing network utility. We take a fundamentally different approach of delay differentiation, which is based on the observation that flows in a network usually have different requirements for end-to-end delay. We propose a novel joint rate control, routing and scheduling algorithm called CLC_DD, which ensures that the flow delays are proportional to certain pre-specified delay priority parameters. By adjusting delay priority parameters, the end-to-end delays of preferential flows achieved by CLC_DD can be as small as those achieved by delay-order-optimal algorithms. In contrast to high network utility loss in previous approaches, we prove that our approach achieves maximum network utility. Furthermore, we incorporate opportunistic routing into the cross-layer design framework to improve network performance under the environment of dynamic wireless channels.
Keywords :
radio networks; scheduling; telecommunication network routing; wireless channels; cross-layer control algorithms; cross-layer design; cross-layer design framework; delay differentiation; delay-order-optimal algorithms; dynamic wireless channels; joint rate control; multihop wireless networks; network utility loss; network utility maximization; opportunistic routing; order-optimal per-flow delay; preferential flows; prespecified delay priority parameters; proportional delay differentiation; scheduling algorithm; Algorithm design and analysis; Delay; Receivers; Routing; Schedules; Wireless networks; Cross-layer control; Lyapunov analysis; multi-hop wireless networks; network utility maximization; proportional delay differentiation;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2012.030512.110828