Title :
Tone detection of non-uniformly undersampled signals with frequency excision
Author :
Bourdoux, André ; Pollin, Sofie ; Dejonghe, Antoine ; Van der Perre, Liesbet
Author_Institution :
IMEC, Leuven, Belgium
Abstract :
We address the problem of detecting and locating narrowband tones in an undersampled signal. It is known that uniformly undersampled signals exhibit frequency aliasing, whereby the frequency location is impossible. To alleviate aliasing, non-uniform sampling can be used. This, however, generates a high level of frequency leakage that prevents detection of weaker signals. We introduce a novel iterative frequency excision technique that allows to detect tones below the original noise floor due to leakage. Up to 20dB of leakage reduction has been achieved with this method.
Keywords :
iterative methods; signal detection; signal sampling; frequency aliasing; frequency leakage; iterative frequency excision technique; narrowband tone; nonuniform sampling; tone detection; undersampled signal; Convergence; Discrete Fourier transforms; Frequency domain analysis; Frequency estimation; Manganese; Sensors; Signal to noise ratio; frequency leakage; signal detection; spectrum sensing; sub-Nyquist sampling; undersampling;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5946276