Title :
Optimality conditions for truncated Laguerre networks
Author_Institution :
Signal Process. Group, Aveiro Univ.
fDate :
9/1/1994 12:00:00 AM
Abstract :
Presents optimality conditions for truncated Laguerre networks both for continuous time and for discrete time. Contrary to the current approach, no assumption is made about the whiteness of the power spectrum of the input signal. Curiously, the results obtained have the same form as those published for the more restrictive case where the input signal is an impulse at the time origin (or white noise)
Keywords :
filtering and prediction theory; optimisation; signal processing; stochastic processes; transfer functions; continuous time; discrete time; optimality conditions; power spectrum; truncated Laguerre networks; whiteness; Frequency; Hilbert space; Laplace equations; Signal processing; Stochastic processes; Time factors; Time series analysis; Transfer functions; Transversal filters; White noise;
Journal_Title :
Signal Processing, IEEE Transactions on
