Title :
Advanced beamforming concepts: source localization using the bispectrum, Gabor transform, Wigner-Ville distribution, and nonstationary signal representations
Author :
Allen, Jeffery C.
Author_Institution :
US Naval Ocean Syst. Center, San Diego, CA, USA
Abstract :
It is noted that power spectral estimation provides one approach to direction-finding. This approach readily generalizes to produce a collection of newer direction-finding algorithms. Estimation of the bispectrum yields a bispectral direction finder. Estimates of time-frequency distributions produce Wigner-Ville and Gabor direction-finders. Some types of nonstationary time series admit spectral estimators which can be used to localize a source. Chaotic signals can also be localized using recently developed parameter estimators. It is concluded that D.L. Johnson´s (1982) approach to bearing estimation as a form of spectral estimation readily generalizes whenever a statistically consistent estimator of a signal attribute can be found
Keywords :
radio direction-finding; spectral analysis; Gabor transform; Wigner-Ville distribution; beamforming; bearing estimation; bispectrum; chaotic signals; direction-finding algorithms; nonstationary signal; nonstationary time series; parameter estimators; power spectral estimation; source localisation; time-frequency distributions; Acoustic noise; Acoustic sensors; Additive noise; Array signal processing; Navigation; Scattering; Sensor arrays; Signal processing; Time frequency analysis; Yield estimation;
Conference_Titel :
Signals, Systems and Computers, 1991. 1991 Conference Record of the Twenty-Fifth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
0-8186-2470-1
DOI :
10.1109/ACSSC.1991.186561