Title :
Wigner distributions of noise and telecommunication stochastic processes
Author :
Snopek, Kajetana M.
Author_Institution :
Inst. of Radioelectron., Warsaw Univ. of Technol., Warsaw, Poland
Abstract :
The paper presents some results of studies of properties of ensemble averages of Wigner time-frequency distributions (WDs) of stationary and nonstationary Gaussian random processes and of radio-frequency telecommunication signals (PSK and FSK). For a real random process, the WD is a sum of an even term WDeven and a cros-term WDcross. In selected cases, the theoretical forms of ensemble averages of these terms are derived and compared with results of computer simulations. For proper processes, ensemble averages E{Wcross(t, f)} are cancelled. In computer simulations, their level decreases considerably with increasing number of sample functions. In other cases, E{Wcross(t, f)} carries an information about some properties of a random process.
Keywords :
Gaussian processes; Wigner distribution; frequency shift keying; phase shift keying; random processes; stochastic processes; time-frequency analysis; FSK; PSK; WD; Wigner noise distribution; Wigner time-frequency distribution; ensemble average; frequency shift keying; nonstationary Gaussian random process; phase shift keying; radiofrequency telecommunication signal; real random process; telecommunication stochastic process; Correlation; Europe; Frequency shift keying; Gaussian noise; Phase shift keying; Random processes;
Conference_Titel :
Signal Processing Conference, 2007 15th European
Conference_Location :
Poznan
Print_ISBN :
978-839-2134-04-6