Journal of Systems Engineering and Electronics ›› 2011, Vol. 33 ›› Issue (2): 427-431.doi: 10.3969/j.issn.1001-506X.2011.02.39

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ML-based carrier frequency offset estimation and its low SNR threshold

ZHU Yong-gang1, YAO Fu-qiang1, LIU Yong-xiang1, ZHANG Yi1, PENG Wei2   

  1. 1. The 63th Institute of the Headquarters of the General Staff of the PLA, Nanjing 210007, China; 2. School of Command Automation, University of Science and Technology of the PLA, Nanjing 210007, China
  • Online:2011-02-28 Published:2010-01-03

Abstract:

Compared with the conventional preamble-only pilot design, equally-spaced pilot (ESP) design provides a significant improvement in terms of estimation accuracy, whereas it suffers from the increased threshold effects of the signal-to-noise rate (SNR). The relationship between the pilot placement and the estimation range of the frequency is analyzed, and then a novel maximum-likelihood estimator is proposed, which is based on ESP. The frequency region and the SNR threshold region are derived for the new estimator. The analysis is validated by computer simulations. It is shown that, compared with the traditional estimator based on ESP, the accuracy of the new estimator at low SNR is improved about 17 dB without additional channel source, if the carrier frequency offset (CFO) is located in [-0.45, 0.45] rad.

CLC Number: 

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