Title :
Estimating direction of arrival with one-dimensional spectral analysis
Author :
Zhang, Yanwu ; Ma, Yuanliang
Author_Institution :
Dept. of Ocean Eng., MIT, Cambridge, MA, USA
Abstract :
DOA (direction of arrival) estimation plays a key role in radar and sonar signal processing. Compared with one-dimensional spectral analysis, DOA is more difficult because spatial information is mixed up with temporal information. Temporal coherence between sources usually lowers the performance of high-resolution DOA estimators. To overcome difficulties caused by coherence, some cost in computation or array aperture is often involved. In this paper, a method is presented to reduce the two-dimensional DOA estimation to a problem of one-dimensional frequency analysis. Results of a 15-transducer air sonar experiment demonstrate that the presented approach can resolve both incoherent and coherent signal sources, with resolution and precision equivalent to maximum likelihood and weighted subspace fitting methods
Keywords :
atmospheric acoustics; direction-of-arrival estimation; signal resolution; sonar arrays; sonar signal processing; spectral analysis; 15-transducer air sonar experiment; direction of arrival; frequency analysis; one-dimensional spectral analysis; radar; resolution; signal processing; sonar; spatial information; temporal coherence; temporal information; two-dimensional DOA estimation; Apertures; Array signal processing; Computational efficiency; Direction of arrival estimation; Frequency estimation; Maximum likelihood estimation; Radar signal processing; Signal resolution; Sonar; Spectral analysis;
Conference_Titel :
OCEANS '95. MTS/IEEE. Challenges of Our Changing Global Environment. Conference Proceedings.
Conference_Location :
San Diego, CA
Print_ISBN :
0-933957-14-9
DOI :
10.1109/OCEANS.1995.527317