Title :
A change point detection method for elimination of industrial interference in radio astronomy receivers
Author_Institution :
Special Astrophys. Obs., Acad. of Sci., St. Petersburg, Russia
Abstract :
The continuous growth of electromagnetic pollution produces many problems during radioastronomy observations. A method of rejection of industrial interference was proposed and tested. The main idea consists of using change-point detection with implementation in a digital signal processor. This modified cumulative sum (CUSUM) method which analyses several moments of the empirical probability distribution of input noise and uses adaptive thresholds was elaborated, simulated on a computer and then tested in real observations on a radiotelescope. The obtained sensitivity was much better than without processing. This proposed real-time signal processing procedure may be used at many of those radiotelescopes which suffer from industrial interference, especially at long wavelengths
Keywords :
adaptive signal processing; interference suppression; radio receivers; radioastronomical techniques; radiofrequency interference; radiotelescopes; real-time systems; signal processing; adaptive thresholds; change point detection method; digital signal processor; electromagnetic pollution; empirical probability distribution; industrial interference; input noise; modified cumulative sum method; moment; radio astronomy receivers; radioastronomy observations; real-time signal processing procedure; rejection; sensitivity; Analytical models; Computational modeling; Computer simulation; Digital signal processors; Distributed computing; Environmentally friendly manufacturing techniques; Industrial pollution; Interference; Probability distribution; Testing;
Conference_Titel :
Statistical Signal and Array Processing, 1996. Proceedings., 8th IEEE Signal Processing Workshop on (Cat. No.96TB10004
Conference_Location :
Corfu
Print_ISBN :
0-8186-7576-4
DOI :
10.1109/SSAP.1996.534867