DocumentCode :
155915
Title :
Scaling and stationarity analysis of discrete time signal of Solar Radio flux
Author :
Kumar, Chanchal ; Prasad, Athul ; Barui, Rajib ; Patra, Sankar Narayan ; Ghosh, Koushik
Author_Institution :
Dept. of ECE, Univ. Inst. of Technol., Golapbag, India
fYear :
2014
fDate :
Jan. 31 2014-Feb. 2 2014
Firstpage :
608
Lastpage :
611
Abstract :
In the present work, we have considered the daily signal of Solar Radio flux of 2800 Hz recorded daily by radio telescopes near Ottawa (operated during 14th February, 1947-31st May, 1991) and Penticton, British Columbia, Dominion Radio Astrophysical Observatory (operating since 1st June, 1991) during the period from 29th October, 1972 to 28th February, 2013. We have applied FIR nonlinear phase filter on the present discrete signal to denoise it. The memory of this denoising signal has been analyzed and it indicates short memory trend (anti-persistent) hidden in this spectrum. Then we have examined whether the signal possesses stationary properties. On the basis of autocorrelation analysis, quasi or partly stationary nature of the spectrum has been revealed.
Keywords :
FIR filters; radiotelescopes; signal denoising; British Columbia; Dominion Radio Astrophysical Observatory; FIR nonlinear phase filter; Ottawa; Penticton; discrete signal denoising; discrete time signal; frequency 2800 Hz; radio telescopes; signal possesses; solar radio flux; stationarity analysis; Correlation; Educational institutions; Finite impulse response filters; Instruments; Noise reduction; Polynomials; Time series analysis; Hurst exponent; Savitzky-Golay nonlinear phase filter; Solar radio flux; autocorrelation function; finite variance scaling method; quasi stationary process; short memory process;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Instrumentation, Energy and Communication (CIEC), 2014 International Conference on
Conference_Location :
Calcutta
Type :
conf
DOI :
10.1109/CIEC.2014.6959161
Filename :
6959161
Link To Document :
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