학술논문

On the application of the global matched filter to DOA estimation with uniform circular arrays
Document Type
Conference
Author
Source
2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100) Acoustics, speech, and signal processing Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on. 5:3089-3092 vol.5 2000
Subject
Signal Processing and Analysis
Components, Circuits, Devices and Systems
Matched filters
Direction of arrival estimation
Covariance matrix
Sensor arrays
Transmission line matrix methods
Frequency estimation
Narrowband
Energy resolution
Azimuth
Planar arrays
Language
ISSN
1520-6149
Abstract
The problem of estimating the direction of arrivals (azimuths) of narrow-band sources impinging on a uniform circular array is considered. We present a method that uses as input the values of a small number of uniformly spaced beams and apply a model-fitting approach taking into account the statistical properties of the beams. The approach called the "global matched filter" fits simultaneously to the observations all the elements needed to explain them. It chooses among all the potential representations the one with minimal energy. The method drastically improves upon the conventional beamformer and has a performance comparable to the best high resolution techniques. It further applies when the number of sources exceeds the number of sensors, a situation that cannot be handled by standard high resolution techniques.