基于时延估计的车辆环境中离散移动散射体的定位

M. Schmidhammer, C. Gentner, B. Siebler
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引用次数: 8

摘要

本文提出了一种检测和定位离散移动散射体的定位方法。因此,使用空间分布的发送和接收节点网络。将定位问题表述为非线性优化问题,并给出了相应的定位误差性能界限。在Levenberg和Marquard算法的基础上,采用迭代非线性最小二乘法求解优化问题。基于宽带测量数据对所提出的定位方法进行了评估。结果表明,该方法可以实现移动散射体的定位。进一步的评估表明,定位性能对前面的链路级参数估计有很强的依赖性。特别是稀疏网络对丰富的多路径环境非常敏感。
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Localization of Discrete Mobile Scatterers in Vehicular Environments Using Delay Estimates
This paper presents a localization approach which aims to detect and localize discrete mobile scatterers. Therefore, a network of spatially distributed transmitting and receiving nodes is used. The localization problem is formulated as a non-linear optimization problem and corresponding performance bounds for the positioning error are provided. To solve the optimization problem, an iterative non-linear least squares approach is used, following the algorithm of Levenberg and Marquard. The proposed localization approach is evaluated based on wideband measurement data. It is shown, that the localization of mobile scatterers can be achieved. A further evaluation reveals a strong dependence of the localization performance on the preceding link level parameter estimation. Particularly sparse networks are shown to be sensitive to rich multipath environments.
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