时间反转在密集多径信道下UWB测距TOA估计中的应用

Hong Ding, Wenyan Liu, Linhua Zheng, Xiaotao Huang
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引用次数: 2

摘要

在大多数基于时间的超宽带(UWB)定位系统中,测距通常是通过对第一路径的到达时间(TOA)估计来完成的,这在密集的多路径信道中更具挑战性。提出了一种基于时间反转的超宽带测距TOA估计方法。它使用信道脉冲响应(CIR)的时间反转版本来补偿高度混乱的环境。将时间反转波形重传到同一信道后,只需在接收机输出中搜索最大峰值,即可显著提高TOA估计的性能。利用经典的IEEE 802.15.a信道模型进行仿真,验证了基于TR的方法的优越性。结果表明,与常用的极大似然方法相比,基于TR的方法的偏差和均方根误差(RMSE)大大降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of time reversal for TOA estimation in UWB ranging under dense multipath channel
In most time-based ultra-wide bandwidth (UWB) localization systems, ranging is usually accomplished by the time-of-arrival (TOA) estimation of the first path, which is more challenging in dense multipath channels. This paper proposes a novel time reversal (TR) based method for TOA estimation in UWB ranging. It uses a time reversed version of channel impulse response (CIR) to compensate for the highly cluttered environments. After the time reversed waveform is retransmitted into the same channel, the performance of TOA estimation will be significantly improved by simply search the maximum peak in the output of the receiver. The advantages of TR based method are verified by simulations using the classical IEEE 802.15.4a channel models. Results show that the bias and root mean square error (RMSE) of TR based method are greatly reduced compared to the usually used maximum likelihood method.
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