Title :
Characterization of Indian ionospheric TEC behavior using PDFs and GPS satellite data
Author :
Venkateswarlu, G. ; Sarma, A.D. ; Vikram, G. ; Satyanarayana, K. ; Yedukondalu, K.
Author_Institution :
Vasavi Coll. of Eng., Hyderabad, India
Abstract :
Ionosphere plays a prominent role in satellite communications. The spatiotemporal variations of the ionosphere are identified by its Total Electronic Content (TEC) that can be estimated by using dual frequency GPS receiver´s observations. To investigate the variability of ionospheric TEC, four slots of data each with two hours duration are considered. Four prominent Probability Density Functions (PDF) namely Raleigh voltage, exponential, lognormal and Weibull are used to characterize the ionospheric TEC. The parameters of the PDFs are estimated using Maximum Likelihood Estimation (MLE) technique. The best fitting probability distribution of the TEC data is obtained using Chi-square goodness of fit. It is observed that over low latitude regions (like India) ionospheric TEC variations follow either lognormal or Weibull distribution for most of the times.
Keywords :
Global Positioning System; Weibull distribution; exponential distribution; ionospheric electromagnetic wave propagation; log normal distribution; maximum likelihood estimation; probability; satellite communication; Chi-square goodness of fit; GPS satellite data; Indian ionospheric TEC behavior; MLE technique; PDF; Raleigh voltage; Weibull distribution; dual frequency GPS receiver; exponential distribution; lognormal distribution; low latitude region; maximum likelihood estimation; probability density function; satellite communication; spatiotemporal variation; total electronic content; Density functional theory; Educational institutions; Global Positioning System; Histograms; Ionosphere; Maximum likelihood estimation; Weibull distribution; Chi-square goodness of fit; GPS; PDF; TEC;
Conference_Titel :
Communications and Signal Processing (ICCSP), 2013 International Conference on
Conference_Location :
Melmaruvathur
Print_ISBN :
978-1-4673-4865-2
DOI :
10.1109/iccsp.2013.6577194