Space-Partition-Based Target Detection for Distributed MIMO Radar

被引:27
作者
Zhou, Shenghua [1 ]
Liu, Hongwei [1 ]
机构
[1] Xidian Univ, Natl Lab Radar Signal Proc, Xian 710071, Shannxi, Peoples R China
基金
中国国家自然科学基金;
关键词
SPATIAL DIVERSITY; SUM;
D O I
10.1109/TAES.2013.6621848
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
We address the radar target detection problem for distributed multiple-input multiple-output (MIMO) radar whose diversity receiving channels may receive partially correlated target returns. Based on a method to estimate the target correlation coefficient, we can estimate the detection probabilities of the coherent accumulation detector and noncoherent accumulation detector. Based on their detection probability estimates, the surveillance space of a distributed MIMO radar system is then partitioned into two sections, one using the coherent accumulation detector, and the other using the noncoherent accumulation detector. The detection performance of the algorithm is verified via numerical results.
引用
收藏
页码:2717 / 2729
页数:13
相关论文
共 25 条
[1]   THE DISTRIBUTION OF PRODUCT OF INDEPENDENT BETA RANDOM-VARIABLES WITH APPLICATION TO MULTIVARIATE-ANALYSIS [J].
BHARGAVA, RP ;
KHATRI, CG .
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 1981, 33 (02) :287-296
[2]   Distribution of a sum of weighted central Chi-square variables [J].
Castaño-Martínez, A ;
López-Blázquez, F .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2005, 34 (03) :515-524
[3]  
Chernyak V. S., 1998, FUNDAMENTALS MULTIST
[4]   MIMO Radar Detection in Non-Gaussian and Heterogeneous Clutter [J].
Chong, Chin Yuan ;
Pascal, Frederic ;
Ovarlez, Jean-Philippe ;
Lesturgie, Marc .
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2010, 4 (01) :115-126
[5]   ASYMPTOTICALLY OPTIMUM RADAR DETECTION IN COMPOUND-GAUSSIAN CLUTTER [J].
CONTE, E ;
LOPS, M ;
RICCI, G .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1995, 31 (02) :617-625
[6]   Multifrequency detection of a slowly fluctuating target [J].
Fante, RL .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1996, 32 (01) :495-497
[7]   Spatial diversity in radars-models and detection performance [J].
Fishler, E ;
Haimovich, A ;
Blum, RS ;
Cimini, LJ ;
Chizhik, D ;
Valenzuela, RA .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (03) :823-838
[8]   MIMO radar: An idea whose time has come [J].
Fishler, E ;
Haimovich, A ;
Blum, R ;
Chizhik, D ;
Cimini, L ;
Valenzuela, R .
PROCEEDINGS OF THE IEEE 2004 RADAR CONFERENCE, 2004, :71-78
[9]   Detection of Complex Point Targets in a MIMO Radar System With Distributed Assets and Partially Correlated Signals [J].
Fuhrmann, Daniel R. ;
VanderLaan, John .
2010 IEEE RADAR CONFERENCE, 2010, :1134-1139
[10]   Sub-optimum coherent radar detection in a mixture of K-distributed and Gaussian clutter [J].
Gini, F .
IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 1997, 144 (01) :39-48