Title :
Direction finding of nonstationary signals using a time-frequency Hough transform
Author :
Cirillo, Luke A. ; Zoubir, Abdelhak M. ; Amin, Moeness G.
Author_Institution :
Signal Process. Group, Darmstadt Univ. of Technol., Germany
Abstract :
We consider the problem of direction finding for nonstationary signals impinging on an array of sensors. Making use of a time-frequency representation of the data, we are able to exploit the non-stationary nature of the source signals. We employ a generalized Hough transform to estimate the time-frequency signature of each source. The proposed method also allows direction finding when there are more sources than the number of array sensors.
Keywords :
Hough transforms; array signal processing; direction-of-arrival estimation; signal representation; time-frequency analysis; generalized Hough transform; nonstationary signal direction finding; sensor array; time-frequency representation; time-frequency signature estimation; Additive noise; Array signal processing; Baseband; Frequency modulation; Performance analysis; Phase modulation; Sensor arrays; Signal analysis; Signal processing; Time frequency analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1416055