Performance analyse on polarization-space-time adaptive filter in airborne radars

被引:0
作者
Wu, Di-Jun [1 ]
Xu, Zhen-Hai [1 ]
Xiong, Zi-Yuan [1 ]
Zhang, Liang [1 ]
Xiao, Shun-Ping [1 ]
机构
[1] College of Electronic Science and Engineering, National University of Defense Technology
来源
Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology | 2012年 / 34卷 / 09期
关键词
Clutter suppression; Polarization array; Polarization Space Time Adaptive Processing (PSTAP); Radar; Space Time Adaptive Processing (STAP);
D O I
10.3724/SP.J.1146.2012.00053
中图分类号
学科分类号
摘要
Considering the polarization parameters of target are not usually unknown in Polarization Space Time Adaptive Processing (PSTAP), a new method which filters after estimating polarization state is advanced. The new method is deemed to reduce the computation, because which is not using a filter bank to cover the whole polarization domain. Firstly, the Minimum Variance Unbiased (MVU) estimator and Orthogonal Projection (OP) estimator are developed. Then, the Cramer-Rao Bounds (CRB) for MVU estimation of the target polarization parameters are briefly derived. The performance of MVU estimator is superior to OP estimator. Finally, the new PSTAP method performed significantly better than the traditional optimum space-time processing technology, especially in the case of the target slowly moving. Simulations demonstrate the correctness of models.
引用
收藏
页码:2128 / 2134
页数:6
相关论文
共 20 条
  • [1] Xiao J.J., Nehorai A., Joint transmitter and receiver polarization optimization for scattering estimation in clutter, IEEE Transactions on Signal Processing, 45, 10, pp. 4142-4147, (2009)
  • [2] Hurtado M., Xiao J.J., Nehorai A., Target estimation, detection, and tracking, IEEE Signal Processing Magazine, 26, 1, pp. 42-52, (2009)
  • [3] Klemm R., Principles of Space Time Adaptive Processing, pp. 49-150, (2002)
  • [4] Liu J., Zhang Z.J., Yang Y., Et al., A CFAR adaptive subspace detector for first-order or second-order Gaussian signals based on a single observation, IEEE Transactions on Signal Processing, 59, 11, pp. 5126-5140, (2011)
  • [5] Liu J., Zhang Z.J., Yang Y., Et al., Performance enhancement of subspace detection with a diversely polarized antenna, IEEE Signal Processing Letters, 19, 1, pp. 4-7, (2012)
  • [6] Park H.R., Li J., Wang H., Polarization-space-time domain generalized likelihood ratio detection of radar targets, Signal Processing, 41, 2, pp. 153-164, (1995)
  • [7] Park H.R., Wang H., Adaptive polarisation-space-time domain radar target detection in inhomogeneous clutter environments, IEE Processing Radar, Sonar and Navigation, 153, 1, pp. 35-43, (2006)
  • [8] Xu Z.H., Wang X.S., Xiao S.P., Et al., Adaptive recursive filtering in polarization domain, Acta Electronic Sinica, 30, 4, pp. 608-610, (2002)
  • [9] Wang X.S., Wang L.D., Xiao S.P., Et al., Theoretical performance analysis of adaptive polarization filters, Acta Electronic Sinica, 32, 8, pp. 1326-1329, (2004)
  • [10] Raghavan R.S., Pulsone N., Mclaughlin D.J., Adaptive estimation of the polarization of a signal, IEEE Transactions on Aerospace and Electronic Systems, 31, 2, pp. 845-852, (1995)