Title :
Signal Synthesis and Receiver Design for MIMO Radar Imaging
Author :
Li, Jian ; Stoica, Petre ; Zheng, Xiayu
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL
Abstract :
Multiple-input-multiple-output (MIMO) radar is an emerging technology that has significant potential for advancing the state-of-the-art of modern radar. When orthogonal waveforms are transmitted, with M+N (N transmit and M receive) antennas, an MN-element filled virtual array can be obtained. To successfully utilize such an array for high-resolution MIMO radar imaging, constant-modulus transmit signal synthesis and optimal receive filter design play critical roles. We present in this paper a computationally attractive cyclic optimization algorithm for the synthesis of constant-modulus transmit signals with good auto- and cross-correlation properties. Then we go on to discuss the use of an instrumental variables approach to design receive filters that can be used to minimize the impact of scatterers in nearby range bins on the received signals from the range bin of interest (the so-called range compression problem). Finally, we present a number of numerical examples to demonstrate the effectiveness of the proposed approaches.
Keywords :
MIMO systems; antenna arrays; data compression; filtering theory; image coding; image resolution; radar antennas; radar imaging; radar resolution; MN-element filled virtual array; auto-correlation properties; cross-correlation properties; cyclic optimization algorithm; high-resolution MIMO radar imaging; multiple-input-multiple-output radar; optimal receive filter design; range compression problem; receive antennas; receiver design; signal synthesis; transmit antennas; Antenna arrays; Filters; Instruments; MIMO; Radar antennas; Radar imaging; Receiving antennas; Signal design; Signal synthesis; Transmitting antennas; Instrumental variables; multiple-input–multiple-output (MIMO); receive filter design; signal synthesis;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2008.923197