Title :
An optimum time scale for discrete Laguerre network
Author :
Fu, Y. ; Dumont, G.A.
Author_Institution :
Dept. of Electr. Eng., British Columbia Univ., Vancouver, BC, Canada
fDate :
6/1/1993 12:00:00 AM
Abstract :
Any discrete-time stable transfer function can be expressed by a discrete-time Laguerre series with a chosen time scale. An optimum time scale such that an index is minimized is derived. This index ensures that the coefficients of higher-order Laguerre functions go toward zero quickly. The solution derived requires the knowledge of the impulse response of the discrete plant. Cases of first-order plants, second-order underdamped plants, and plants with multiunit delay are also discussed
Keywords :
discrete time systems; optimisation; transfer functions; transient response; Laguerre functions; discrete Laguerre network; discrete-time stable transfer function; first-order plants; impulse response; multiunit delay; optimum time scale; second-order underdamped plants; Adaptive systems; Delay; Filters; Finite wordlength effects; Linear systems; Network synthesis; Performance analysis; Programmable control; Signal representations; Transfer functions;
Journal_Title :
Automatic Control, IEEE Transactions on