基于est - esprit的无线信道DOA和时延联合估计

Yung-Yi Wang, Jiunn-Tsair Chen, Wen-Hsien Fang
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引用次数: 10

摘要

本文提出了一种基于旋转不变性技术(ESPRIT)的一维信号参数估计方法,即st -ESPRIT,用于联合估计无线多射线信道中的到达方向(DOAs)和传播延迟。分别用空间- esprit (S-ESPRIT)和时间- esprit (T-ESPRIT)估计doa和传播延迟。基于多射线信道的时空特性,该方法采用树形结构,结合时间滤波技术和空间波束形成技术以及两个t - esprit和一个S-ESPRIT。射入的射线就这样被分组、隔离,然后进行估计。同时,自动确定估计的doa和时延的配对。与以往的工作相比,测试- esprit可以提供更好的性能,大大降低了计算复杂度。通过仿真验证了该算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint estimation of the DOA and delay based on the TST-ESPRIT in a wireless channel
This paper presents a one-dimensional (1D) estimation of signal parameter via rotational invariance technique (ESPRIT)-based approach, TST-ESPRIT, for jointly estimating the directions of arrival (DOAs) and the propagation delays in a wireless multiray channel. The DOAs and the propagation delays are estimated by the spatial-ESPRIT (S-ESPRIT) and by the temporal-ESPRIT (T-ESPRIT), respectively. Based on the spatial-temporal characteristics of the multiray channel, the proposed approach in a tree structure combines the temporal filtering technique and the spatial beamforming technique along with two T-ESPRITs and one S-ESPRIT. The incoming rays are thus grouped, isolated, and then estimated. At the same time, the pairing of the estimated DOAs and delays are automatically determined. Compared with previous works, the TST-ESPRIT can provide better performance with substantially reduced computational complexity. Some simulations are furnished to justify the proposed algorithm.
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