期刊文献+

一种新的MPSK信号信噪比估计算法

A New SNR Estimation Algorithm for MPSK Signals
下载PDF
导出
摘要 针对现有PSK信号信噪比估计算法估计精度不高,估计范围小的问题,在高阶统计量的基础上,使用全回归线性分析方法,得到了一种新的MPSK信噪比估计算法。新算法首先建立信噪比与统计量之间的线性关系,再利用全回归方法拟合出各线性系数。经仿真表明:该算法综合使用各阶统计量信息,扩大了现有信噪比估计算法的估计范围,并使得低信噪比估计性能明显优于其它算法。 To solve the low estimation accuracy and small estimate range of MPSK signal-to-noise (SNR) estimate, the whole regression's linear analysis method was used to receive a kind of new PSK SNR estimation algorithm through the data fitting based on the higher-order statistics. Firstly," the linearity relationship between SNR and sta-tistics was estimated, and the linearity coefficients were fitted. Simulation results show that each order statistics quantity progress is synthetically used to draw up to match and the estimate range of the existing SNR estimation algorithm is expanded, and the low SNR estimation performance is made obviously better than other algorithms.
出处 《科学技术与工程》 北大核心 2012年第24期6012-6015,共4页 Science Technology and Engineering
关键词 信噪比估计 高阶统计量 全回归 数据拟合 SNR estimation higher-order statistics whole regression data fitting
  • 相关文献

参考文献9

  • 1Summer T A, Wilson S G. SNR mismatch and online estimation in Turbo decoding. IEEE Trans Commun, 1998 ; 46(4) : 421- 423.
  • 2Pauluzzi D R, Beaulieu N C. A comparison of SNR estimation techniques for the AWGN channel. IEEE Trans Commun, 2000; 48 (10) : 1681-1691.
  • 3杜丽娟,徐健.二阶和四阶矩信噪比估计法研究[J].山东理工大学学报(自然科学版),2005,19(6):50-53. 被引量:4
  • 4Shin Dongjoon, Sung Wonjin, Kim Inkyung. Simple SNR estimation methods for QPSK modulated short bursts. Proc IEEE Globalcom, San Antonio Texas, 2001 : USA, 3644-3647.
  • 5Zhao H, Fan P, Mathiopoulos P T, et al. On SNR estimation techniques for turbo decoding over uncorrelated rayleigh fading channels with unknown fading parameters. IEEE Transactions on Vehicular Technology, 2009 ;58 (9) :4955-4961.
  • 6李晋,华惊宇,尤肖虎.一种移动通信中的低复杂度盲信噪比估计算法[J].电子与信息学报,2006,28(6):1054-1058. 被引量:8
  • 7Alvarez-Diaz M, Lopez-Valcarce R, Mosquera C. SNR estimation for multilevel constellations using higher-order moments. IEEE Transactions on Signal Processing, 2010; 58(3) : 1515-1526.
  • 8Lopez-Valcarce R, Mosquera C. Sixth- order statistics-based non-data- aided SNR estimation. IEEE Communications Letters, 2007 ; 11 (4) : 351-353.
  • 9Gao P, Tepedelenlioglu P. SNR estimation for nonconstant modulus constellations. IEEE Trans Signal Process, 2005 ; 53 ( 3 ) : 865-870.

二级参考文献12

  • 1Benedict T R, Soong T T. The joint estimation of signal and noise from the sum envelope[J]. IEEE Trans. Inform. Theory.1967, (13): 447-454.
  • 2Matzner R. An SNR estimation algorithm for complex baseband signals using higher order statistics[J]. Facta Universitatis (Nis),1993,(6) : 41-52.
  • 3Pauluzzi D R, Beaucieu N C. A comparison of SNR esimation techniques for the AWGN channel[J]. ZEEE Trans on communi-cations,200,48(10) :1 681-1 691.
  • 4Gallager R G.Low-density parity-check codes.IEEE Trans.on Inform.Theory,1962,8:21-28.
  • 5Mackay D J C.Good error-correcting codes based on very sparse matrices.IEEE Trans.on Inform.Theory,1999,45(2):399-431.
  • 6Chen J H,Fossorier M.Near optimal universal belief propagation based decoding of low-density parity check codes.IEEE Trans.on Communications,2002,50(3):406-414.
  • 7Andersim M,Mandayam N B,Yates R D.Subspace based SIR estimation for TDMA cellular systems.Wireless Networks,1998,4(3):241-247.
  • 8Ramakrishna D,Mandayam N B,Yates R D.Subspace-based SIR estimation for CDMA cellular systems.IEEE Trans.on Vehicular Technology,2001,49(5):1732-1742.
  • 9Reed M C,Asenstorfer J.A novel variance estimator for turbo-code decoding.Proc.Int.Conf.on Telecommunications,Melbourne,Australia,April 1997:173-178.
  • 10Summers T A,Wilson S G.SNR mismatch and online estimation in turbo decoding.IEEE Trans.on Communications,1998,46(4):421-423.

共引文献10

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部