A new approach to time-of-arrival estimation based on information theoretic criteria

A. Giorgetti, M. Chiani
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引用次数: 16

Abstract

Existing energy detector (ED)-based methods for time-of-arrival (ToA) estimation in ultrawide band (UWB) impulse radios (IRs) use a threshold to discriminate the time bins containing noise from those containing signal plus noise. For these threshold crossing (TC) methods the key problem is the design of the threshold level to obtain the best possible ranging accuracy. Threshold design for TC methods is a difficult problem, and requires receiver noise power knowledge. We here propose a completely different approach, where there is no threshold and where the noise power knowledge is not required. Our blind and robust ToA estimation technique is based on information theoretic criteria (ITC). The proposed ToA algorithm is universal, in that it does not require any information about the channel or the noise power level, and it eliminates the need to set a predefined threshold. The performance of the proposed universal ToA estimator is evaluated in realistic multipath channels, revealing excellent performance and robustness.
基于信息论准则的到达时间估计新方法
现有的基于能量检测器(ED)的超宽带脉冲无线电(IRs)到达时间(ToA)估计方法使用阈值来区分含噪声和含信号加噪声的时间仓。对于这些阈值交叉(TC)方法,关键问题是阈值水平的设计,以获得尽可能高的测距精度。TC方法的阈值设计是一个难题,需要了解接收机噪声功率。我们在这里提出了一种完全不同的方法,其中没有阈值,并且不需要噪声功率知识。我们的盲鲁棒ToA估计技术是基于信息理论准则的。所提出的ToA算法是通用的,因为它不需要任何关于信道或噪声功率电平的信息,并且它消除了设置预定义阈值的需要。在实际多径信道中对所提出的通用ToA估计器进行了性能评估,结果表明该估计器具有良好的性能和鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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