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Optimal sensor pairing for TDOA based source localization in sensor networks

机译:传感器网络中基于TDOA的源定位的最佳传感器配对

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Source localization based on time-difference-of-arrival (TDOA) measurements from spatially separated sensors is an important problem in radar and sensor networks. While extensive research works have been performed on algorithm development, limited attention has been paid in sensor geometry design. Hence, in this paper, we study the optimal sensor placement for TDOA based source localization problem under two types of sensor pairing: centralized and decentralized. The optimal sensor-target geometries are derived in both static and dynamic source localization scenarios. The Cramer-Rao Bound (CRB) and posterior error covariance are utilized as the estimate accuracy metrics for these two scenarios respectively. Some examples are given to show the optimal sensor formations.
机译:基于来自空间分离的传感器的到达时间差(TDOA)测量的源定位是雷达和传感器网络中的一个重要问题。尽管已经对算法开发进行了广泛的研究工作,但是在传感器几何设计中只给予了有限的关注。因此,在本文中,我们针对两种类型的传感器配对(集中式和分散式)研究了基于TDOA的源定位问题的最佳传感器位置。最佳的传感器目标几何形状是在静态和动态源定位方案中得出的。将Cramer-Rao边界(CRB)和后误差协方差分别用作这两种情况的估计精度指标。给出了一些示例以显示最佳传感器结构。

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