Title :
Simultaneous estimation of parameters for different orders of discrete orthonormal function models
Author :
Banerjee, Pranob ; Shah, Sirish L.
Author_Institution :
Dept. of Chem. Eng., Alberta Univ., Edmonton, Alta., Canada
fDate :
8/1/1996 12:00:00 AM
Abstract :
The augmented UD identification (AUDI) method is used to simultaneously estimate parameters of all 1 to Nth-order discrete orthonormal function models in one computational step. This method is tested on different types of orthonormal functions such as the Laguerre, Kautz, FIR, and Markov-Laguerre models
Keywords :
Markov processes; filtering theory; functional analysis; parameter estimation; stochastic processes; transient analysis; transient response; FIR models; Kautz models; Laguerre models; Markov-Laguerre models; augmented UD identification method; discrete orthonormal function models; parameter estimation; Computational modeling; Finite impulse response filter; Fourier series; Helium; Mathematical model; Parameter estimation; Process control; Sampling methods; System identification; Testing;
Journal_Title :
Signal Processing, IEEE Transactions on
