DocumentCode
1469308
Title
Transmit Energy Focusing for DOA Estimation in MIMO Radar With Colocated Antennas
Author
Hassanien, Aboulnasr ; Vorobyov, Sergiy A.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
Volume
59
Issue
6
fYear
2011
fDate
6/1/2011 12:00:00 AM
Firstpage
2669
Lastpage
2682
Abstract
In this paper, we propose a transmit beamspace energy focusing technique for multiple-input multiple-output (MIMO) radar with application to direction finding for multiple targets. The general angular directions of the targets are assumed to be located within a certain spatial sector. We focus the energy of multiple (two or more) transmitted orthogonal waveforms within that spatial sector using transmit beamformers which are designed to improve the signal-to-noise ratio (SNR) gain at each receive antenna. The subspace decomposition-based techniques such as MUSIC can then be used for direction finding for multiple targets. Moreover, the transmit beamformers can be designed so that matched-filtering the received data to the waveforms yields multiple (two or more) data sets with rotational invariance property that allows applying search-free direction finding techniques such as ESPRIT or parallel factor analysis (PARAFAC). Unlike previously reported MIMO radar ESPRIT/PARAFAC-based direction finding techniques, our method achieves the rotational invariance property in a different manner combined also with the transmit energy focusing. As a result, it achieves better estimation performance at lower computational cost. The corresponding Cramer-Rao bound is derived and its dependence on the number of waveforms used is discussed. Simulation results also show the superiority of the proposed technique over the existing techniques.
Keywords
MIMO radar; antenna arrays; array signal processing; direction-of-arrival estimation; radio direction-finding; research initiatives; Cramer-Rao bound; DOA estimation; ESPRIT; MIMO radar; MUSIC; SNR gain; beamformers; beamspace energy focusing technique; colocated antenna; matched-filtering; multiple targets; multiple-input multiple-output radar; orthogonal waveform; parallel factor analysis; search-free direction finding technique; signal-to-noise ratio gain; spatial sector; subspace decomposition-based technique; Arrays; Direction of arrival estimation; Estimation; MIMO radar; Radar antennas; Signal to noise ratio; Transmitting antennas; Direction-of-arrival estimation; MIMO radar; rotational invariance; search-free methods; transmit beamspace;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2011.2125960
Filename
5728938
Link To Document