Title :
Using embedded semi-Markov processes for describing nonstationary signals and fields
Author :
Lutsenko, V.I. ; Lutsenko, I.V. ; Masalov, S.A. ; Khomenko, S.I.
Author_Institution :
Usikov Inst. of Radiophys. & Electron., Kharkov, Ukraine
Abstract :
The possibility of using embedded semi-Markov processes for creating statistical models of signals reflected from the interface (land-sea) as well as from areas of the “clear” sky is considered in the given work. And parameters of these areas are identified on the basis of experimental data. It is shown that the nonstationarity of seasonal changes in the troposphere refractive index can be accounted for by describing its statistics by poly-Gaussian models. Model parameters for each season are derived experimentally. The proposed approach can be used to create a simulation model of the refractive index behavior using embedded semi-Markov processes.
Keywords :
Markov processes; electromagnetic wave reflection; refractive index; signal processing; statistical analysis; tropospheric electromagnetic wave propagation; embedded semiMarkov process; nonstationary fields; nonstationary signals; poly-Gaussian models; refractive index behavior; signal reflection; simulation model; statistical models; troposphere refractive index; Radar; Reflection; Refractive index; Scattering; Sea surface; Surface treatment; Surface waves; Nonstationary signals and processes; backscattering; compact functions; embedded processes; refractive index;
Conference_Titel :
Ultrawideband and Ultrashort Impulse Signals (UWBUSIS), 2012 6th International Conference on
Conference_Location :
Sevastopol
Print_ISBN :
978-1-4673-1940-9
DOI :
10.1109/UWBUSIS.2012.6379811