This paper presents the introduction and using of the generalized or parametric B-splines, namely the cubic generalized B-splines, in various signal processing applications. The theory of generalized B-splines is briefly reviewed and also some important properties of generalized B-splines are investigated. In this paper it is shown the use of generalized B-splines as a tool to solve the quasioptimal algorithm problem for nonlinear filtering. Finally, the experimental results are presented for oscillatory and other signals and images.
Arto H. LehtonenMarkku Renfors
William E. HigginsBrian E. Ledell
Marco PalusznyRichard R. Patterson
María José Pérez-LuqueCarlos Quiterio Gómez MuñozNarciso Garcı́a