Title :
Theory of optimal nonlinear filtering in infocommunication´s problems
Author :
Panteleev, Victor V.
Author_Institution :
TELNET, Ltd., Odessa, Ukraine
Abstract :
On the basis of the Markovian theory of an optimal nonlinear filtering in modified polygauss approximation a posteriori density of probability the task synthesis of optimal and analysis of quasioptimal algorithms of processing of complex signals, characteristic for highly effective systems of transmission of the digital messages on band-limited data links is decided. The features of allowing of aposteriori uncertainty in estimation are considered is informational of useful discrete-continuous parameters defined by the apriori items of information on a transmitted ensemble of signal constellation.
Keywords :
Markov processes; approximation theory; data communication; filtering theory; nonlinear filters; Markovian theory; aposteriori uncertainty; band-limited data links; complex signals; digital messages; discrete-continuous parameters; infocommunication problems; modified polygauss approximation a posteriori density; optimal nonlinear filtering theory; quasioptimal algorithms; signal constellation; transmission systems;
Conference_Titel :
Design & Test Symposium, 2013 East-West
Conference_Location :
Rostov-on-Don
Print_ISBN :
978-1-4799-2095-2
DOI :
10.1109/EWDTS.2013.6673205