Title :
Hardware implementation of a wavelet-based radio frequency interference mitigation algorithm for microwave radiometers
Author :
Forte, G.F. ; Tarongi, J.M. ; Camps, A.
Author_Institution :
Dept. del Teor. del Senyal i Comunicacions, Univ. Politec. de Catalunya, Barcelona, Spain
Abstract :
Radio-frequency interference (RFI) is a serious problem in microwave radiometry. If the RFI produces a detectable increase in the power detected by the radiometer it can be flagged and data discarded, but when the RFI is comparable or smaller than the natural variability, it is difficult to detect, and the retrieved geophysical parameters become erroneous [1]. A wavelet-based RFI-mitigation technique is implemented in hardware. The interfering signal is estimated by using the powerful denoising capabilities of the wavelet transform. Then, this estimate of the RFI signal is subtracted from the total received signal to obtain a RFI-mitigated noise signal [2]. The system data output rate is the same as the data input rate, allowing continuous mode operation without saturating memory.
Keywords :
data analysis; geophysical techniques; radiofrequency interference; radiometry; wavelet transforms; RFI-mitigated noise signal; interfering signal estimation; microwave radiometer; power detection method; retrieved geophysical parameter; system data input rate; system data output rate; wavelet transform; wavelet-based radiofrequency interference mitigation algorithm; Field programmable gate arrays; Interference; Microwave radiometry; Microwave theory and techniques; Noise; Wavelet transforms; RFI-mitigation; Radiometry; Wavelet;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4577-1003-2
DOI :
10.1109/IGARSS.2011.6049653