DocumentCode :
463657
Title :
Low-Complexity Method for Transmit Beamforming in MIMO Radars
Author :
Aittomaki, Tuomas ; Koivunen, Visa
Author_Institution :
Signal Process. Lab., Helsinki Univ. of Technol., Espoo, Finland
Volume :
2
fYear :
2007
fDate :
15-20 April 2007
Abstract :
MIMO radar is a new concept in which radar employs multiple waveforms to improve its performance. Previously, a transmit beamforming method was proposed for MIMO radars. This method allows optimization of the beampattern by altering the cross-correlation matrix of the transmitted waveforms. The optimization is based on minimization of a cost function, but the use of numerical methods in the algorithm leads to high computational complexity. Here we propose a new cost function for the beampattern optimization. For linear arrays and typical beampatterns, this cost function can be evaluated in closed form, thus reducing the computational complexity considerably. Simulation examples demonstrate that the proposed cost function also leads to faster convergence and lower approximation error.
Keywords :
MIMO communication; computational complexity; matrix algebra; minimisation; radar transmitters; MIMO radars; beampattern optimization; computational complexity; cost function minimization; cross-correlation matrix; linear arrays; low-complexity method; multiple waveforms; transmit beamforming method; Approximation error; Array signal processing; Computational complexity; Computational modeling; Convergence; Cost function; MIMO; Minimization methods; Optimization methods; Radar; Array signal processing; MIMO systems; radar;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
ISSN :
1520-6149
Print_ISBN :
1-4244-0727-3
Type :
conf
DOI :
10.1109/ICASSP.2007.366233
Filename :
4217406
Link To Document :
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