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多极化多特征融合的雷达目标识别研究 被引量:14

Utilization of multiple polarization data and multiple features for radar target identification
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摘要 雷达多极化组合态距离像与单极化组合态距离像相比包含了更多的目标信息,因此也具有更强的目标鉴别能力;而距离像不同的特征同样包含了具有一定差异的鉴别信息,可以用来提高距离像的总体识别能力。基于D-S证据理论将多极化信息和六种常用的距离像特征信息有效融合起来,获得了较高的识别率,基于仿真数据的实验验证了结论的正确性。 Radar multiple polarization high resolution range profile(HRRP) contains much more target information than single polarization range profile does, so it has stronger target identification ability too; Different features of range profile contains different identification information, so it can be used together to improve HRRP's recognition performance. Based on the Dempster-Shafer theory, the multiple polarization data and multiple features are fused efficiently to get a better recognition performance. Experiment results based on simulated data testifies the efficiency of this method.
出处 《系统工程与电子技术》 EI CSCD 北大核心 2008年第2期261-264,共4页 Systems Engineering and Electronics
关键词 多极化 多特征 融合 D-S证据理论 multiple polarizations multiple features fusion Dempster-Shafer theory
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  • 1Ribaric S, Fratric I. A biometric identification system based on eigenpalm and eigenfinger features[J]. IEEE Trans. on PA and MI,2005, 27(11) :1698 - 1709.
  • 2Chazal P, O'Dwyer M, Reilly R B. Automatic classification of heartbeats using ECG morphology and heartbeat interval features[J]. IEEE Trans. on B E, 2004,51(7) :1196-1206.
  • 3Solberg H S, Jain A K, Taxt T. Multisource classification of remotely sensed data: fusion of Landsat TM and SAR images[J]. IEEE Trans. on G R, 1994,32 (4) : 768 - 778.
  • 4Kitter J, Hatef M,Duin P W, et al. On combining classifiers[J]. IEEE Trans. on P M,1998,20(3): 226-239.
  • 5Xu L, Krzyzak A, Suen Y. Methods of combining multiple classifiers and their applications to handwriting recognition [J]. IEEE Trans. on S M C, 1992, 22(3) :418-435.
  • 6Kuncheva L I. A theory study on six classifier fusion strategies [J]. IEEE Trans. on P M,2002,24(2) : 281-286.
  • 7Pei B N, Bao Z. Multi-aspect radar target recognition method based on scattering centers and HMMS classifiers[J]. IEEE Trans. on AE,2005,41(3): 1067-1074.
  • 8Xing M D,Bao Z, Pei B N. The properties of high-resolution range profiles[J]. Optical Engineering, 2002, 41(2) : 493 - 504.
  • 9Zhang X, Shi Y, Bao Z. A new feature vector using selected bispectra for signal classification with application in radar target recognition[J]. IEEE Trans. on SP ,2001,49(9) : 1875 - 1885.
  • 10Li H J, Lane R Y. Utilization of multiple polarization data for aerospace target identification [J]. IEEE Trans. on AP , 1995,43(12) : 1436 - 1440.

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