On Unique Localization of Multiple Targets by MIMO Radars

In this letter, we investigate the number of targets that can be uniquely localized by a direction-finding (DF) multiple-input–multiple-output (MIMO) radar system, often referred to as the parameter identification capacity (PIC), regardless of any certain DF algorithm. Using the dimension theory, we derive the PIC from a general measurement model. We show that the PIC of DF MIMO radar is determined not only by the antenna geometry configuration, but also by the number of independent processing intervals, unknown noise level, and the targets' reflection coefficients. Finally, the PICs of four representative antenna geometries are investigated and compared.

[1]  Yoram Bresler,et al.  On the number of signals resolvable by a uniform linear array , 1986, IEEE Trans. Acoust. Speech Signal Process..

[2]  Shahrokh Valaee,et al.  Alternative proofs for "On unique localization of constrained-signal sources" , 1994, IEEE Trans. Signal Process..

[3]  Mati Wax On unique localization of constrained-signals sources , 1992, [Proceedings] ICASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[4]  Miriam A. Doron,et al.  Wavefield modeling and array processing. III. Resolution capacity , 1994, IEEE Trans. Signal Process..

[5]  Ang-Zhao Di,et al.  Matrix decomposition and multiple source location , 1984, ICASSP.

[6]  Jian Li,et al.  On Parameter Identifiability of MIMO Radar , 2007, IEEE Signal Processing Letters.

[7]  Anthony J. Weiss,et al.  Fundamental Limitations on the Number of Resolvable Emitters Using a Geolocation System , 2007, IEEE Transactions on Signal Processing.