Title :
Detection of radio-frequency interference in microwave radiometers using spectral kurtosis
Author :
Sobjaerg, Sten S. ; Svoboda, Jan ; Balling, Jan E. ; Skou, Niels
Author_Institution :
Nat. Space Inst., Tech. Univ. of Denmark, Lyngby, Denmark
Abstract :
This paper describes the spectral kurtosis detector as an additional indicator for radio frequency interference, RFI in passive remote sensing systems. The estimator is based on continuous Fast Fourier Transformation of samples, followed by evaluation of each frequency bin in subsequent data blocks, using a kurtosis estimator. The spectral kurtosis response is simulated and tested in a laboratory setup for various RFI types, and the estimator response is evaluated and compared to the response of the traditional time domain kurtosis estimator. Results show that great benefits of spectral kurtosis is reached for continuous wave RFI or for RFI with high duty-cycle compared to the radiometer integration time. Typically the spectral kurtosis is superior for duty-cycles above 15%, while standard kurtosis is more efficient for lower duty-cycles, down to a few percent. In combination, the two estimators provide a very good indicator for most RFI types.
Keywords :
fast Fourier transforms; microwave detectors; microwave measurement; radiofrequency interference; radiometry; remote sensing; spectral analysis; continuous fast Fourier transformation; continuous wave RFI; data blocks; duty cycle; estimator response evaluation; kurtosis estimator; microwave radiometer; passive remote sensing systems; radiofrequency interference detection; spectral kurtosis detector; spectral kurtosis response simulation; Brightness temperature; Detectors; Laboratories; Noise; Radiometers; Standards; Microwave radiometer; RFI; radio frequency interference; spectral kurtosis;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6352016