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Particle filter based automatic frequency control scheme by combining the two-step structure 被引量:1

Particle filter based automatic frequency control scheme by combining the two-step structure
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摘要 In this paper a new automatic frequency control (AFC) scheme was proposed, which could be used for the receiver of low earth orbit (LEO) satellite communication system in continuous transmitting scenario. By employing the time varying characteristic of particle filter technique, the new scheme combined the preamble based estimating step and data based estimating step to provide initial probability density recursively. Theoretical analysis proved that the proposed AFC scheme could provide better performance than the two-step scheme. The same conclusion was achieved by computer simulations with the criteria of root-mean square (RMS) frequency estimating performance and bit error rate performance. In this paper a new automatic frequency control (AFC) scheme was proposed, which could be used for the receiver of low earth orbit (LEO) satellite communication system in continuous transmitting scenario. By employing the time varying characteristic of particle filter technique, the new scheme combined the preamble based estimating step and data based estimating step to provide initial probability density recursively. Theoretical analysis proved that the proposed AFC scheme could provide better performance than the two-step scheme. The same conclusion was achieved by computer simulations with the criteria of root-mean square (RMS) frequency estimating performance and bit error rate performance.
出处 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2012年第2期9-14,共6页 中国邮电高校学报(英文版)
基金 supported by the National Basic Research Program of China (2009CB320401) the National Science and Technology Major Project of China (2012ZX03004005-002) the New Generation Broadband Wireless Mobile Communication Network of Major Special Projects (2010ZX03003-001) the Fundamental Research Funds for the Central Universities (2010PTB-03-04 G470220)
关键词 satellite communication Doppler effect automatic frequency control particle filter satellite communication, Doppler effect, automatic frequency control, particle filter
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  • 1Vatalaro F, Corazza G E, Caini C, et al. Analysis of LEO, MEO and GEO global mobile satellite system in the presence of interference and fading.IEEE Journal on Selected Areas in Communications, 1995, 13(2): 291-300.
  • 2Hwang S M, Yu M, Yang L. A low complexity carrier recovery and frequency estimation algorithm for Iridium handset system. Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC'99), Vol 3, Sep 21-24, 1999, New Orleans, LA, USA. Piscataway, N J, USA: IEEE, 1999:1208-1211.
  • 3Simon M K. Dual-pilot tone calibration technique. IEEE Transactions on Vehicular Technology, 1986, 35(2): 63-70.
  • 4Wang Y P E, Ottosson T. Cell search in W-CDMA. IEEE Journal on Selected Areas in Communications, 2000, 18(8): 1470-1482.
  • 5Wannasarrnmaytha A, Ham S. Two-step Kalman-filter-based AFC for direct conversion-type receiver in LEO satellite communications. IEEE Transactions on Vehicular Technology, 2000, 49(1): 246-253.
  • 6Zhang H, Pan P, Zhang Y G. Two-step particle-filter-based AFC for LEO satellite receiver with impulsive noise. Proceedings of the 2010 WASE International Conference on Information Engineering (ICIE'10): Vol 4, Aug 14-15, 2010, Beidailae, China. Piscataway, NJ, USA: IEEE, 2010: 122-126.
  • 7Lu C G, Feng X X, Lei Y, et al. A novel particle filter for nonlinear non-Gaussian estimation. Proceedings of the 3rd International Workshop on Intelligent Systems and Applications (ISA'I 1), May 28-29, 2011, Wuhan, China. Piscataway, NJ, USA: IEEE, 2011: 5p.
  • 8Del Moral P, Guionnet A. On the stability of interacting processes with applications to filtering and genetic algorithms. Annales de I'Institut Henri Poincarr, B: Probability and Statistics, 2001, 37(2): 155-194.
  • 9Le Gland F, Oudjane N. Stability and uniform approximation of nonlinear filters using the Hilbert metric, and application to particle filters. Annals of Applied Probability, 2004, 14(1): 144-187.
  • 10Gordon N J, Salmond D J, Smith A F M. Novel approach to nonlinear/non-Gaussian Bayesian state estimation, lEE Proceedings: Radar and Signal Processing, 1993, 140(2): 107-133.

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