Distributed Scheduling in Multihop Wireless Networks with Maxmin Fairness Provisioning

计算机科学 计算机网络 最大吞吐量调度 公平性度量 多路径路由 供应 调度(生产过程) 分布式计算 最大最小公平 比例公平 网络数据包 公平排队 无线网络 无线 动态源路由 路由协议 动态优先级调度 吞吐量 循环调度 资源配置 服务质量 数学优化 电信 数学
作者
Keivan Ronasi,Vincent W. S. Wong,Sathish Gopalakrishnan
出处
期刊:IEEE Transactions on Wireless Communications [Institute of Electrical and Electronics Engineers]
卷期号:11 (5): 1753-1763 被引量:21
标识
DOI:10.1109/twc.2012.030812.110493
摘要

Fair allocation of resources is an important consideration in the design of wireless networks. In this paper, we consider the setting of multihop wireless networks with multiple routing paths and develop an online flow control and scheduling algorithm for packet admission and link activation that achieves high aggregate throughput while providing different data flows with a fair share of network capacity. For fairness provisioning, we seek to maximize the minimum throughput provided to flows in the network. To cope with different degrees of data reliability among the different links in the network, we use different channel code rates as appropriate. While we expect performance improvement using channel coding and multipath routing, the main contribution of our work is a joint treatment of network stability, multipath routing and link-level reliability in meeting the overarching goal of maxmin fairness. We develop a decentralized, and hence practical, scheduling policy that addresses various concerns and demonstrate, via simulations, that it is competitive with respect to an optimal centralized rate allocator. We also evaluate the fairness provisioning under the proposed algorithm and show that channel coding improves the performance of the network significantly. Finally, we show through simulations that the proposed algorithm outperforms a class of existing approaches on fairness provisioning, which are developed based on utility maximization.
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