Optimum Laguerre networks for a class of discrete-time systems

Authors:
M.A. Masnadi-Shirazi;N. Ahmed
Affiliations:
Scripps Inst. of Oceanogr., California Univ., San Diego, CA;-
Venue:
IEEE Transactions on Signal Processing
Year:
1991

Citing 0
Cited 6

Brief paper: Choice of free parameters in expansions of discrete-time Volterra models using Kautz functions

Automatica (Journal of IFAC)
Complex digital Laguerre filter design with weighted least square error subject to magnitude and phase constraints

Signal Processing
A class of comprehensive constraints for design of PCWLSE Laguerre and FIR filters: A boost in performance

Signal Processing
Broadband beamforming using Laguerre filters

Signal Processing
Technical communique: A note on the optimal expansion of Volterra models using Laguerre functions

Automatica (Journal of IFAC)
Fast communication: A simple algorithm for stable order reduction of z-domain Laguerre models

Signal Processing

Quantified Score

Hi-index	35.69

Visualization

Abstract

An analytical approach is introduced that directly yields the optimum value of the Laguerre parameter b. This is achieved by minimizing the mean-square error between the unit-sample response of the given discrete system and that of its Laguerre counterpart. It is shown that Laguerre networks are best suited to realized systems whose exponential unit-sample responses die down rapidly