TY - GEN
T1 - Optimal transmitting diversity degree-of-freedom for statistical MIMO radar
AU - Xu, Jia
AU - Dai, Xi Zeng
AU - Xia, Xiang Gen
AU - Wang, Li Bao
AU - Yu, Ji
AU - Peng, Ying Ning
PY - 2010
Y1 - 2010
N2 - Statistical multiple-input multiple-output (MIMO) radar may improve the fluctuated target detection by utilizing the multiple separate transmitting and receiving elements. Nevertheless, the transmitting power of single element is reciprocal to the transmitting element number, and the ultimate detection performance of MIMO radar may be inversely deteriorated with the increase of the transmitting elements. In this letter, the optimal transmitting diversity DOF, i.e., the optimal separate transmitting elements, is defined based on the proposed likelihood ratio test (LRT) detectors. Furthermore, with the given false alarm probability and detection probability, the closed-form optimal DOF approximations are derived for the two sub-forms of statistical MIMO radar, i.e., distributed MIMO radar and multiple-input single-output (MISO) radar, respectively. It is shown that a small transmitting diversity DOF, as well as the small number of orthogonal transmitting waveforms, may be needed for optimizing the statistical MIMO radar spatial diversity performance. Finally, numerical experiments are also provided to demonstrate the effectiveness of the proposed methods.
AB - Statistical multiple-input multiple-output (MIMO) radar may improve the fluctuated target detection by utilizing the multiple separate transmitting and receiving elements. Nevertheless, the transmitting power of single element is reciprocal to the transmitting element number, and the ultimate detection performance of MIMO radar may be inversely deteriorated with the increase of the transmitting elements. In this letter, the optimal transmitting diversity DOF, i.e., the optimal separate transmitting elements, is defined based on the proposed likelihood ratio test (LRT) detectors. Furthermore, with the given false alarm probability and detection probability, the closed-form optimal DOF approximations are derived for the two sub-forms of statistical MIMO radar, i.e., distributed MIMO radar and multiple-input single-output (MISO) radar, respectively. It is shown that a small transmitting diversity DOF, as well as the small number of orthogonal transmitting waveforms, may be needed for optimizing the statistical MIMO radar spatial diversity performance. Finally, numerical experiments are also provided to demonstrate the effectiveness of the proposed methods.
KW - Degrees of freedom (DOF)
KW - Likelihood ratio test (LRT)
KW - Multiple-input multiple-output (MIMO) radar
KW - Multiple-input single-output (MISO) radar
KW - Spatial diversity
UR - http://www.scopus.com/inward/record.url?scp=77954944294&partnerID=8YFLogxK
U2 - 10.1109/RADAR.2010.5494582
DO - 10.1109/RADAR.2010.5494582
M3 - Conference contribution
AN - SCOPUS:77954944294
SN - 9781424458127
T3 - IEEE National Radar Conference - Proceedings
SP - 437
EP - 440
BT - 2010 IEEE Radar Conference
T2 - IEEE International Radar Conference 2010, RADAR 2010
Y2 - 10 May 2010 through 14 May 2010
ER -