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