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Energy-efficient topology control algorithm for maximizing network lifetime in wireless sensor networks with mobile sink

机译:节能拓扑控制算法,可在具有移动接收器的无线传感器网络中最大化网络寿命

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Uneven energy consumption is an inherent problem in wireless sensor networks characterized by multi-hop routing and many-to-one traffic pattern. Such unbalanced energy dissipation can significantly reduce network lifetime. In this paper, we study the problem of prolonging network lifetime in large-scale wireless sensor networks where a mobile sink gathers data periodically along the predefined path and each sensor node uploads its data to the mobile sink over a multi-hop communication path. By using greedy policy and dynamic programming, we propose a heuristic topology control algorithm with time complexity 0(n(m + n log n)), where n and m are the number of nodes and edges in the network, respectively, and further discuss how to refine our algorithm to satisfy practical requirements such as distributed computing and transmission timeliness. Theoretical analysis and experimental results show that our algorithm is superior to several earlier algorithms for extending network lifetime. (C) 2015 Elsevier B.V. All rights reserved.
机译:能耗不均是无线传感器网络固有的问题,其特点是多跳路由和多对一流量模式。这种不平衡的能量消耗会大大缩短网络寿命。在本文中,我们研究了在大型无线传感器网络中延长网络寿命的问题,在这种传感器网络中,移动接收器会定期沿着预定义的路径收集数据,而每个传感器节点会通过多跳通信路径将其数据上传到移动接收器。通过使用贪婪策略和动态规划,我们提出了一种时间复杂度为0(n(m + n log n))的启发式拓扑控制算法,其中n和m分别是网络中节点和边缘的数量,并进一步讨论如何完善我们的算法以满足实际需求,例如分布式计算和传输及时性。理论分析和实验结果表明,我们的算法在延长网络寿命方面优于几种较早的算法。 (C)2015 Elsevier B.V.保留所有权利。

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