Title :
A new algorithm for DOA estimation in colocated MIMO array
Author :
Shi, Wentao ; Huang, Jianguo ; He, Chengbing
Author_Institution :
Coll. of Marine, Northwestern Polytech. Univ., Xi´´an, China
Abstract :
The problem of direction of arrival (DOA) for multiple-input multiple-output (MIMO) array systems is considered, where orthogonal waveforms are transmitted simultaneously. A novel DOA estimation algorithm for collocated MIMO array is proposed. The proposed algorithm exploits the time delay to obtain two cross-correlation matrices, where the effect of additive noise is eliminated. Then we use singular value decomposition (SVD) technique to achieve the signal subspace matrix. Finally, an ESPRIT-like method is used to resolve the signal subspace and achieve the estimates of DOA. Simulation results confirm the effectiveness of the proposed algorithm.
Keywords :
MIMO communication; direction-of-arrival estimation; research initiatives; singular value decomposition; DOA estimation algorithm; ESPRIT-like method; SVD technique; additive noise; colocated MIMO array system; colocated multiple-input multiple-output array system; cross-correlation matrices; direction of arrival estimation algorithm; orthogonal waveform; signal subspace matrix; singular value decomposition technique; time delay; Arrays; Direction of arrival estimation; Estimation; MIMO; MIMO radar; Signal processing algorithms; Cross-Correlation; ESPRIT-like method; direction of arrival (DOA); multiple-input multiple-output (MIMO); singular value decomposition (SVD);
Conference_Titel :
Signal Processing, Communications and Computing (ICSPCC), 2011 IEEE International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4577-0893-0
DOI :
10.1109/ICSPCC.2011.6061579