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AoA and ToA Accuracy for Antenna Arrays in Dense Multipath Channels

机译:密集多径信道中天线阵列的AoA和ToA精度

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The accuracy that can be achieved in time of arrival (ToA) estimation strongly depends on the utilized signal bandwidth. In an indoor environment multipath propagation usually causes a degradation of the achievable accuracy due to the overlapping signals. A similar effect can be observed for the angle of arrival (AoA) estimation using arrays. This paper derives a closed-form equation for the Cramer-Rae lower bound (CRLB) of the achievable AoA and the ToA error variances, considering the presence of dense multipath. The Fisher information expressions for both parameters allows an evaluation of the influence of channel parameters and system parameters such as the array geometry. Our results demonstrate that the AoA estimation accuracy is strongly related to the signal bandwidth, due to the multipath influence. The theoretical results are evaluated with experimental data.
机译:到达时间(ToA)估计中可达到的精度很大程度上取决于所利用的信号带宽。在室内环境中,由于信号重叠,多径传播通常会导致可达到的精度下降。对于使用阵列的到达角(AoA)估计,可以观察到类似的效果。考虑到密集多径的存在,本文推导了可实现的AoA和ToA误差方差的Cramer-Rae下界(CRLB)的闭式方程。这两个参数的Fisher信息表达式可以评估通道参数和系统参数(例如阵列的几何形状)的影响。我们的结果表明,由于多径影响,AoA估计精度与信号带宽密切相关。理论结果与实验数据进行了评估。

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