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主元分析法去除瞬态系统收发耦合波研究 被引量:3

Principal Component Analysis Method to Suppress TX/RX Coupled Interference
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摘要 在瞬态信号的测量系统中,收发天线的耦合信号是接收系统的主要干扰之一,对系统的性能有很大影响,尤其对近场遥感系统如表层穿透雷达(SPR)系统的影响更为明显.故耦合波的去除对系统的信号处理性能起着至关重要的作用.该文依据SPR系统对信号处理的特定要求及其工作条件,提出了采用主元分析法去除直达波的方法.通过理论分析和具体试验证明该方法可有效去除回波信号中耦合信号;此外,该处理算法简单高效,易于实现实时处理. In a transient signal system, the TX/RX coupled interference is one of principle interferences and has great influence to the system capability, especially to the near field remote sensing system such as Surface Penetrating Radar (SPR). Suppression of the coupled interference is very important for the system performance. With consideration of the system operating condition, the signal and system character, realization object of the signal processing ,the Principal Component Analysis (PCA) method is employed. The validity of the method for the engineering application is demonstrated with theoretical analysis and experiments in this paper, and it can be applied to real-time processing.
出处 《电子与信息学报》 EI CSCD 北大核心 2004年第9期1461-1467,共7页 Journal of Electronics & Information Technology
基金 国家863高技术计划项目资助课题(2001AA132020)
关键词 收发 主元分析 耦合信号 耦合波 遥感系统 算法 实时处理 表层穿透雷达 回波信号 天线 Surface Penetrating Radar (SPR), Interference depression, Principal Component Analysis (PCA)
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参考文献8

  • 1Boryssenko A, Boryssenko O, Lishichenko A, et al.. Inspection of internal structure of walls by subsurface radar. SPIE, 2000, 4084: 32-35.
  • 2Umberto K, Vittorio J. Multitarget detection/tracking for monostatic ground penetrating radar:application to pavement profiling. IEEE Trans. on Geoscience and Remote sensing, 1999, 37(1):383-394.
  • 3van der Merwe A, Gupta I J. A noval signal processing technique for clutter reduction in GPR measurements of small, shallow land mines. IEEE Trans. on Geoscience and Remote sensing,2000, 38(6): 2627-2637.
  • 4Salvati J L S, Chen C C, Johnson J T. Theoretical study of a surface clutter reduction algorithm.IEEE Trans. on Geoscience and Remote sensing, 1998, 36(3): 1460-1462.
  • 5Larsson E G, Li J, Habersat J, et al.. Removal of surface return in ground-penetrating radar data.SPIE, 1999, 4394: 764-775.
  • 6Gunatilaka A H, Baertlein B A. A subspace decomposition technique to improve GPR imaging of anti-personnel mines. SPIE, 1997, 4038: 1008-1018.
  • 7Karlsen B, Jakobsen K B, Larsen J, et al.. Mine detection using SF-GPR: A signal processing approach for resolution enhancement and clutter reduction. SPIE, 1999, 4394: 817-827.
  • 8Osum N, Ueno K. Detection of buried plant. IEE Proc.-Special Issue on Subsurface Radar, 1988,135(4): 330-342.

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