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基于二阶统计量的近场源三维参数估计方法 被引量:3

Method for Three Dimensional Parameters Estimation of Near Field Sources Based on Second Statistics
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摘要 针对近场三维参数估计方法计算量大的问题,提出了一种近场源的方位角、仰角和距离的三维参数估计方法。该方法利用在x-z平面十字阵列的结构特点和二阶统计量,估计信源的方位角、仰角和距离参数。将三维参数估计问题转化为多个一维搜索问题,从而减少了算法的计算量,并且无需参数配对,具有估计精度较高的优点。仿真实验表明,在信噪比大于0时,该方法能有效估计近场源的三维参数。 Aiming at the problem that the computing burden of near-field three dimensional parameters estimate methods is huge, a method for estimating three dimensional parameters of near field sources based on second sta- tistics is proposed. The presented algorithm uses the cross-array in x-z plane and second statistics to estimate bearing-elevation-range parameters of near field sources. Using second statistics and changing the three dimen- sional problem into one dimensional parameter estimation, the method has the merits of low computational burden and good estimate precision. It also does not require parameters pairing. The simulation results show that the algorithm can estimate the three dimensional parameters of near field well when SNR ( Signal to Noise Ratio) is higher than 0
出处 《吉林大学学报(信息科学版)》 CAS 2008年第4期333-337,共5页 Journal of Jilin University(Information Science Edition)
基金 教育部科学技术研究重点基金资助项目(7150080050)
关键词 近场源定位 二阶统计量 方位角估计 仰角估计 距离估计 near field source localization second statistics bearing estimate elevation estimate range estimate
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参考文献11

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同被引文献30

  • 1王波,王树勋,韩啸.估计近场源三维参数的新方法[J].吉林大学学报(工学版),2004,34(4):611-616. 被引量:2
  • 2吴云韬,侯朝焕,王荣,孙小东.一种基于高阶累积量的近场源距离、频率和方位联合估计算法[J].电子学报,2005,33(10):1893-1896. 被引量:19
  • 3何子述,韩春林,刘波.MIMO雷达概念及其技术特点分析[J].电子学报,2005,33(B12):2441-2445. 被引量:99
  • 4黄志强,王树勋,王波.基于四阶累积量的近场源三维参数联合估计[J].吉林大学学报(信息科学版),2006,24(3):225-229. 被引量:4
  • 5Grosicki E, Meraim K A,Hua Y.A weighted linear prediction method for near-field source localization[J]. IEEE Trans Signal Processing, 2005,53 ( 10 ) : 3651 - 3660.
  • 6J C Chen, R E Hudson, K Yao. Maximum likelihood source lo- calization and unknown sensor location estimation for widebandsignals in the near field [J].1EEE Trans Signal Processing, 2002,50(8) : 1843 - 1854.
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  • 8Wanjun Zhi, Michael Yan-Wah Chia. Near-field source local- ization via symmelric subarrays [J]. IEEE Signal Processing Letters,2007,14(6) :409 - 412.
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