Discrete fourier transform-based TOA estimation in UWB systems

被引:0
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作者
Achraf Mallat
Jérôme Louveaux
Luc Vandendorpe
Mario Di Dio
Marco Luise
机构
[1] Université catholique de Louvain,ICTEAM Institute
[2] University of Pisa,Department of Information Engineering
关键词
Mean Square Error; Probability Density Function; Discrete Fourier Transform; Maximum Likelihood Estimator; Additive White Gaussian Noise;
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摘要
In this paper, we propose two time of arrival estimators for ultra wideband signals based on the phase difference between the discrete Fourier transforms (DFT) of the transmitted and received signals. The first estimator is based on the slope of the unwrapped phase and the second one on the absolute unwrapped phase. We derive the statistics of the unwrapped phase. We show that slope-based estimation almost achieves asymptotically the baseband Cramer-Rao lower bound (CRLB), while the absolute-phase-based estimator achieves asymptotically the passband CRLB. We compare the proposed estimators to the time-domain maximum likelihood estimator (MLE). We show that the MLE achieves the CRLB faster than the DFT-based estimator, while the DFT-based estimator outperforms the MLE for low signal to noise ratios. We describe also how to use the proposed estimators in multipath UWB channels.
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