收稿日期: 2010-09-16
修回日期: 2011-01-10
网络出版日期: 2012-01-15
On the equivalence between parametric matched filter and vector autoregressive filter
Received date: 2010-09-16
Revised date: 2011-01-10
Online published: 2012-01-15
尚秀芹 , 宋红军 , 黄杰文 , 李杨 . 参量匹配滤波器和向量自回归滤波器的等价性[J]. 中国科学院大学学报, 2012 , 29(1) : 70 -75 . DOI: 10.7523/j.issn.2095-6134.2012.1.010
The parametric matched filter (PMF) and the vector autoregressive (VAR) temporally-whitening filter are analyzed. The results show that the coefficients of the PMF obtained by minimizing mean square error (MSE) estimated via sum of squared errors (SSE) are equivalent to those of the VAR filter by multichannel least square (LS) algorithm of the same order. Additionally, the asymptotic performance of the LS estimator of VAR filter is analyzed. Finally, the operations and performances for clutter suppression are analyzed.
[1] Wang P, Li H, Himed B. A bayesian parametric test for multichannel adaptive signal detection in nonhomogeneous environments
[J]. IEEE Signal Processing Letters, 2010, 17(4): 351-354.
[2] Sohn K J. Parametric tests for multichannel adaptive signal detection . Stevens Institute of Technology, 2007.
[3] Jiang N, Wu R, Liu G, et al. Clutter suppression and moving target parameter estimation for airborne phased array radar
[J]. Electronics Letters, 2000, 36: 456-457.
[4] Roman J R, Rangaswamy M, Davis D W, et al. Parametric adaptive matched filter for airborne radar applications
[J]. IEEE Transactions on Aerospace and Electronic Systems, 2000, 36(2): 677-692.
[5] Manolakis D G, Ingle V K, Kogon S M. Statistical and adaptive signal processing
[M]. New York: McGraw Hill, 2000.
[6] Swindlehurst A L, Stoica P. Maximum likelihood methods in radar array signal processing
[J]. Proceedings of the IEEE, 1998, 86(2): 421-441.
[7] Lutkepohl H. A new introduction to multiple time series analysis
[M]. Berlin: Springer, 2005.
[8] Golub G H, Van Loan C F. Matrix computations
[M]. Baltimore and London: Johns Hopkins University Press, 1996.
[9] Ward J. Space-time adaptive processing for airborne radar: technical report 1015 . Lincoln Laboratory, MIT, 1994.
[10] Dong Y. Parametric adaptive matched filter and its modified version: DSTO-RR-0313 . 2006.
/
| 〈 |
|
〉 |
