DocumentCode :
3541834
Title :
Periodic Radio Variability of Unevenly Sampled Time Series: Weighted Wavelet Z-Transform Analysis
Author :
Xu Han ; Junyi Wang ; Jiming Lin ; Tao An
Author_Institution :
Key Lab. of Cognitive Radio & Inf. Process., Guilin Univ. of Electron. Technol., Guilin, China
fYear :
2012
fDate :
21-23 Sept. 2012
Firstpage :
1
Lastpage :
4
Abstract :
The observation of period radio variability in astronomical systems provides astronomers with valuable information on the physical nature of the system. However, because of poor weather conditions and complex underlying astrophysical processes, the data sets of astronomical fields always feature sparse and unevenly spaced sampling. In this paper, a search for periodicity has been presented using the Weighted Wavelet Z-transform (WWZ) technique of the radio light curves of the high mass X-ray binary EXO 2030+375, the weighted wavelet Z-transform (WWZ) technique which is based on the principle of wavelet analysis can detect the characteristic parameter of the time series which the data is unevenly spaced. Periodicity analysis using two other transform methods, Lomb-Scargle periodogram (LS) and Phase Disoersion Minimization (PDM), served for verification and comparison, the results from the three methods are in excellent agreement and identify one persistent periods of ~0.3 (7 hours) day, it provides a reasonable method for characteristic parameter extraction of unevenly spaced time series.
Keywords :
Z transforms; cognitive radio; radioastronomy; time series; wavelet transforms; Lomb-Scargle periodogram; PDM; WWZ technique; astronomical system; astrophysical process; high mass X-ray binary EXO 2030+375; parameter extraction; periodic radio variability; periodicity analysis; phase dispersion minimization; radio light curve; unevenly sampled time series; wavelet analysis; weather condition; weighted wavelet Z-transform analysis; Multiresolution analysis; Time series analysis; Time-frequency analysis; Wavelet domain; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications, Networking and Mobile Computing (WiCOM), 2012 8th International Conference on
Conference_Location :
Shanghai
ISSN :
2161-9646
Print_ISBN :
978-1-61284-684-2
Type :
conf
DOI :
10.1109/WiCOM.2012.6478616
Filename :
6478616
Link To Document :
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