Title :
Detection of tones and pulses using a large, uncalibrated array
Author_Institution :
Ohio State Univ., Columbus, OH, USA
Abstract :
A problem of growing interest in radio astronomy is that of how to detect transient astronomical signals over a wide field of view (FOV). Two classes of signals of particular interest are ultra-narrowband tones, which are sought in SETI and wideband pulses associated with gamma ray bursts and intermittent "giant pulses" from pulsars. A useful method to detect weak signals over a wide FOV is to use an array consisting of elements whose patterns are individually broad enough to cover the entire FOV, yet which can be processed together to achieve the sensitivity of a large, fixed-aperture antenna. The optimal detection algorithm for such a system requires a search over all possible directions of arrival, This paper presents a suboptimal approach that avoids the need to calibrate the array, but is robust to noise covariances which are spatially or spectrally non-white. The tone-detection version of the algorithm is described followed by a study of performance and computation burden. A pulse-detection version of this algorithm is outlined.
Keywords :
Gaussian noise; array signal processing; astronomy computing; computational complexity; eigenvalues and eigenfunctions; fast Fourier transforms; radioastronomical techniques; search problems; singular value decomposition; white noise; SETI; computational burden; directions of arrival; eigenvalue; eigenvector; fixed-aperture antenna; gamma ray bursts; giant pulses; large uncalibrated array; noise covariances; optimal spatial search strategy; pulsars; pulse-detection; radioastronomy; steering vector; suboptimal strategy; tone-detection; transient astronomical signals; ultra-narrowband tones; white Gaussian noise; wide field of view; wideband pulses; Antenna arrays; Calibration; Covariance matrix; Detection algorithms; Eigenvalues and eigenfunctions; Gamma ray bursts; Radio astronomy; Signal detection; Signal processing; Working environment noise;
Conference_Titel :
Antennas and Propagation Society International Symposium, 2003. IEEE
Conference_Location :
Columbus, OH, USA
Print_ISBN :
0-7803-7846-6
DOI :
10.1109/APS.2003.1220154