Collaborative Deployment Optimization and Dynamic Power Management in Wireless Sensor Networks

Xue Wang, Junjie Ma, Sheng Wang
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引用次数: 20

Abstract

Energy constraint is important issues in wireless sensor networks. This paper proposed a strategy for optimizing the placement of mobile sensor nodes, and energy metric of communication is presented for energy efficiency. The strategy can meet coverage and energy requirements, providing flexibility and adaptability for different energy constraints. Dijkstra's algorithm is utilized to obtain the optimal paths from which energy metric is derived. Dynamic power management is used to optimize the transition of sleep states and serve system energy. Collaborative sensing mechanism is adopted in the network for mobile target tracking. During collaborative tracking procedure, tradeoff between coverage and energy consumption is achieved by optimizing both metrics and adjusting the metric weight of optimization. Simulations of mobile target tracking are executed to verify that energy-efficiency is enhanced by deployment optimization strategy and dynamic power management mechanism
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无线传感器网络中的协同部署优化与动态电源管理
能量约束是无线传感器网络中的一个重要问题。本文提出了一种优化移动传感器节点位置的策略,并提出了通信能量度量以提高能量效率。该策略可以满足覆盖和能源需求,为不同的能源约束提供灵活性和适应性。利用Dijkstra算法得到最优路径,并由此导出能量度量。动态电源管理用于优化睡眠状态的转换和服务系统能量。网络中采用协同感知机制进行移动目标跟踪。在协同跟踪过程中,通过优化度量和调整优化的度量权重来实现覆盖和能耗之间的权衡。通过对移动目标跟踪的仿真,验证了部署优化策略和动态功率管理机制提高了移动目标跟踪的能效
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