Title :
Robust direction-of-arrival estimation for FM sources in the presence of impulsive noise
Author :
Sharif, Waqas ; Heidenreich, Philipp ; Zoubir, Abdelhak M.
Author_Institution :
Signal Process. Group, Tech. Univ. Darmstadt, Darmstadt, Germany
Abstract :
Time-frequency methods can utilize the non-stationarity of signals to enhance the resolution capability and accuracy in direction-of-arrival estimation. In this paper, we consider the problem of non-stationary sources impinging on an array of sensors in an impulsive noise environment. We apply a robust time-frequency method in combination with morphological image processing to estimate the instantaneous frequency of the sources. Then, for the extracted time-frequency points, we employ robust methods to calculate the averaged spatial time-frequency matrix, which is then used for direction-of-arrival estimation.
Keywords :
direction-of-arrival estimation; frequency estimation; frequency modulation; image processing; impulse noise; sensor arrays; time-frequency analysis; FM source; impulsive noise; morphological image processing; nonstationary sources impinging; robust direction-of-arrival estimation; sensor array; signal nonstationarity; spatial time frequency matrix; time-frequency method; Covariance matrix; Direction of arrival estimation; Filtering; Frequency estimation; Gaussian noise; Image processing; Noise robustness; Sensor arrays; Time frequency analysis; Working environment noise; Time-frequency analysis; direction of arrival estimation; robustness;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5495886