Discrete fourier transform-based TOA estimation in UWB systems

被引:0
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
来源
EURASIP Journal on Wireless Communications and Networking | / 2012卷
关键词
Mean Square Error; Probability Density Function; Discrete Fourier Transform; Maximum Likelihood Estimator; Additive White Gaussian Noise;
D O I
暂无
中图分类号
学科分类号
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.
引用
收藏
相关论文
共 23 条
  • [1] Dardari D(2009)Ranging with ultrawide bandwidth signals in multipath environments Proc IEEE 97 404-426
  • [2] Gezici S(2005)Localization via ultra-wideband radios: a look at positioning aspects for future sensor networks IEEE Signal Process Mag 22 70-84
  • [3] Tian Z(2005)A GLRT approach to data-aided timing acquisition in UWB radios-Part I: algorithms IEEE Trans Wirel Commun 4 1536-1576
  • [4] Dardari D(2008)Threshold-based time-of-arrival estimators in UWB dense multipath channels IEEE Trans Commun 56 1366-1378
  • [5] Chong C-C(2008)Energy-based TOA estimation IEEE Trans Wirel Commun 7 838-847
  • [6] Win MZ(2006)UWB ranging with energy detectors using ternary preamble sequences Proc IEEE Wirel Commun Netw Conf 2 872-877
  • [7] D'Amico AA(2002)Ranging in a dense multipath environment using an UWB radio link IEEE J Sel Areas Commun 20 1677-1683
  • [8] Mengali U(2005)A generalized Chinese remainder theorem for residue sets with errors and its application in frequency determination from multiple sensors with low sampling rates Signal Process Lett IEEE 12 768-771
  • [9] Taponecco L(2004)Time efficient Chinese remainder theorem algorithm for full-field fringe phase analysis in multi-wavelength interferometry Opt Express 12 1136-1143
  • [10] Lei Z(2010)Minimum variance time of arrival estimation for positioning Special Sect Process Anal High Dimens. Masses Image Signal Data 90 2611-2620