Title :
Synthesis & analysis of the quasioptimal algorithms nonlinear filtering in conditions of aposteriori uncertainty
Author :
Panteleev, Victor V.
Author_Institution :
Telnet Ltd., Odesa, Ukraine
Abstract :
On the basis of the Markovian theory of an optimal nonlinear filtering in modified polygauss approximation the task of synthesis of quasioptimal algorithms of complex signal processing, characteristic for highly effective systems of transmission of the digital messages on band-limited data links is described. The features of allowing of aposteriori uncertainty in estimation are considered as informational of useful discrete-continuous parameters defined by the apriori items of information on a transmitted ensemble of signal constellation.
Keywords :
Gaussian processes; Markov processes; approximation theory; data communication; filtering theory; nonlinear filters; probability; signal processing; Markovian theory; aposteriori uncertainty; band limited data links; digital message transmission; discrete continuous parameters; modified polygauss approximation; optimal nonlinear filtering; probability; quasioptimal algorithm; signal constellation; signal processing; Algorithm design and analysis; Approximation algorithms; Constellation diagram; Digital filters; Digital signal processing; Filtering algorithms; Filtering theory; Signal processing algorithms; Signal synthesis; Uncertainty;
Conference_Titel :
Modern Problems of Radio Engineering, Telecommunications and Computer Science, 2004. Proceedings of the International Conference
Conference_Location :
Lviv-Slavsko, Ukraine
Print_ISBN :
966-553-380-0