一种基于能量的无线传感器网络目标定位的滤波与量化方案

Zhenxing Luo
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引用次数: 25

摘要

提出了一种基于能量的无线传感器网络目标定位的滤波和量化方案。该方案可以节省电能和通信带宽。此外,采用多目标优化方法平衡了基于能量的目标定位方法的能量消耗和目标定位性能。结果表明,基于能量的目标定位方法提供的均方根误差(RMS)接近Cramer-Rao下界(CRLB)。此外,多目标优化方法提供的pareto -front可以指导实际应用。
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A Censoring and Quantization Scheme for Energy-Based Target Localization in Wireless Sensor Networks
This article presents a censoring and quantization scheme for energy-based target localization in wireless sensor networks (WSNs). This scheme can save energy and communication bandwidth. Moreover, a multi-objective optimization method is used to balance the energy consumption and target localization performance of the energy-based target localization method using this scheme. Results show that the root square mean (RMS) errors provided by the energy-based target localization method using this scheme were close to the Cramer-Rao lower bound (CRLB). Moreover, the Pareto-fronts provided by the multi-objective optimization method can guide practical applications.
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