Joint MIMO radar waveform and receiving filter optimization

The concept of MIMO (multiple-input multiple-output) radar allows each transmitting antenna element to transmit an arbitrary waveform. This provides extra degrees of freedom compared to the traditional transmit beamforming approach. It has been shown in the recent literature that MIMO radar systems have many advantages. In this paper, we consider the joint optimization of waveforms and receiving filters in the MIMO radar when the prior information of target and clutter are available. A novel iterative algorithm is proposed to optimize the waveforms and receiving filters such that the detection performance can be maximized. The proposed algorithm guarantees that the SINR performance improves in each iteration step. The numerical results show that the proposed methods have better SINR performances than existing design methods.

[1]  Jian Li,et al.  On Probing Signal Design For MIMO Radar , 2006, IEEE Transactions on Signal Processing.

[2]  Edward M. Hofstetter,et al.  On the design of optimum radar waveforms for clutter rejection , 1967, IEEE Trans. Inf. Theory.

[3]  B. Friedlander,et al.  Waveform Design for MIMO Radars , 2007, IEEE Transactions on Aerospace and Electronic Systems.

[4]  Dante C. Youla,et al.  Optimum transmit-receiver design in the presence of signal-dependent interference and channel noise , 1999, Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers (Cat. No.CH37020).

[5]  A. Nehorai,et al.  Information Theoretic Adaptive Radar Waveform Design for Multiple Extended Targets , 2007, IEEE Journal of Selected Topics in Signal Processing.

[6]  Mark R. Bell Information theory and radar waveform design , 1993, IEEE Trans. Inf. Theory.

[7]  Rick S. Blum,et al.  MIMO radar waveform design based on mutual information and minimum mean-square error estimation , 2007, IEEE Transactions on Aerospace and Electronic Systems.

[8]  J. Capon High-resolution frequency-wavenumber spectrum analysis , 1969 .

[9]  P. P. Vaidyanathan,et al.  MIMO Radar Ambiguity Properties and Optimization Using Frequency-Hopping Waveforms , 2008, IEEE Transactions on Signal Processing.

[10]  Y.I. Abramovich,et al.  Bounds on the Volume and Height Distributions for the MIMO Radar Ambiguity Function , 2008, IEEE Signal Processing Letters.