Title :
Estimation of Near-Field Parameters using Spatial Time-Frequency Distributions
Author :
Cirillo, L.A. ; Zoubir, Abdelhak M. ; Amin, Moeness G.
Author_Institution :
Darmstadt Univ. of Technol., Germany
Abstract :
This work deals with the estimation of near-field parameters using passive sensor arrays. A transformation of the array data is proposed which allows the extraction of near-field time-frequency signatures from data containing a mixture of far- and near-field sources. Spatial time-frequency distribution matrices are then used as a means for solving the near-field parameter estimation problem. The estimation accuracy of the proposed approach is compared to existing methods via simulation analysis. An experimental validation of theoretical ideas is also presented.
Keywords :
array signal processing; matrix algebra; parameter estimation; time-frequency analysis; far-field sources; near-field parameters estimation; near-field sources; passive sensor arrays; spatial time-frequency distributions; time-frequency distribution matrices; Analytical models; Array signal processing; Data mining; Direction of arrival estimation; Noise measurement; Parameter estimation; Radar scattering; Sensor arrays; Signal processing; Time frequency analysis; Array signal processing; direction of arrival estimation; radar measurements; time-frequency analysis;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366886