DocumentCode :
1310991
Title :
Space-Time Coding for MIMO Radar Detection and Ranging
Author :
Jajamovich, Guido H. ; Lops, Marco ; Wang, Xiaodong
Author_Institution :
Electr. Eng. Dept., Columbia Univ., New York, NY, USA
Volume :
58
Issue :
12
fYear :
2010
Firstpage :
6195
Lastpage :
6206
Abstract :
Space-time coding (STC) has been shown to play a key role in the design of MIMO radars with widely spaced antennas: In particular, rank-one coding amounts to using the multiple transmit antennas as power multiplexers, while full-rank coding maximizes the transmit diversity, compromises between the two being possible through rank-deficient coding. In detecting a target at known distance and Doppler frequency, no uniformly optimum transmit policy exists, and diversity maximization turns out to be the way to go only in a (still unspecified) large signal-to-noise ratio region. The aim of this paper is to shed some light on the optimum transmit policy as the radar is to detect a target at an unknown location: To this end, at first the Cramér-Rao bounds as a function of the STC matrix are computed, and then waveform design is stated as a constrained optimization problem, where now the constraint concerns also the accuracy in target ranging, encapsulated in the Fisher Information on the range estimate. Results indicate that such accuracy constraints may visibly modify the required transmit policy and lead to rank-deficient STC also in regions where pure detection would require pursuing full transmit diversity.
Keywords :
Doppler shift; MIMO radar; diversity reception; optimisation; radar antennas; radar detection; space-time codes; transmitting antennas; Cramér-Rao bounds; Doppler frequency; MIMO radar detection; STC matrix; constrained optimization problem; fisher information; full-rank coding; multiple transmit antennas; optimum transmit policy; power multiplexers; rank-deficient coding; rank-one coding; signal-to-noise ratio region; space-time coding; spaced antennas; target ranging; transmit diversity maximization; waveform design; Accuracy; Delay; Encoding; MIMO radar; Optimization; Signal to noise ratio; Transmitting antennas; Diversity-integration tradeoff; MIMO radar; parameter estimation; radar detection; space time codes;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2010.2072923
Filename :
5560845
Link To Document :
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