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Evaluations of Target Tracking in Wireless Sensor Networks

机译:无线传感器网络中目标跟踪的评估

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摘要

Target tracking is one of the most important applications of wireless sensor networks. Optimized computation and energy dissipation are critical requirements to maximize the lifetime of the sensor network. There exists a demand for self-organizing and routing capabilities in the sensor network. Existing methods attempting to achieve these requirements, such as the LEACH-based algorithms, however, suffer either redundancy in data and sensor node deployment, or complex computation incurred in the sensor nodes. Those drawbacks result in energy use inefficiency and/or complex computation overhead. OCO, or Optimized Communication and Organization, is an algorithm that ensures maximum accuracy of target tracking, efficient energy dissipation, and low computation overhead on the sensor nodes. Simulation evaluations of OCO are compared with other two methods under various scenarios.
机译:目标跟踪是无线传感器网络最重要的应用之一。优化的计算和能量消耗是最大化传感器网络寿命的关键要求。在传感器网络中需要自组织和路由功能。但是,尝试达到这些要求的现有方法(例如基于LEACH的算法)会遭受数据和传感器节点部署中的冗余或传感器节点中引起的复杂计算的困扰。这些缺点导致能量使用效率低和/或计算开销复杂。 OCO(即优化的通信和组织)是一种算法,可确保目标跟踪的最大准确性,有效的能量耗散以及传感器节点上的低计算开销。在各种情况下,将OCO的仿真评估与其他两种方法进行比较。

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