Title :
A multiwindow time-frequency approach based on the concepts of robust estimate theory
Author :
Irena Orović;Nikola Žarić;Srdjan Stanković;Moeness Amin
Author_Institution :
Faculty of Electrical Engineering, University of Montenegro, 81000 Podgorica, Montenegro
fDate :
5/1/2011 12:00:00 AM
Abstract :
An approach to multiwindow time-frequency analysis that provides robust performance in noisy environment is proposed. The concept of robust estimates of instantaneous frequency is used to define the optimal weighting coefficients for the multiwindow spectrogram. The proposed form of multiwindow spectrogram provides improved instantaneous frequency estimation for nonstationary signals in the presence of additive Gaussian noise. The efficiency of the proposed approach is tested in the experiments.
Keywords :
"Spectrogram","Time frequency analysis","Frequency estimation","Noise measurement","Noise","Estimation","Robustness"
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
2379-190X
DOI :
10.1109/ICASSP.2011.5946253