Title :
Nonlinear parameter estimation applied to psychophysically measured impulse responses
Author :
Brinker, Albertus C den ; Roufs, Jacques A J
Author_Institution :
Fac. of Electrotech., Tech. Eindhoven Univ., Netherlands
fDate :
3/1/1989 12:00:00 AM
Abstract :
A technique is presented for estimation of the impulse response, based on data from a psychophysical experiment on threshold vision. A two-step method is used for the estimation of the model parameters. The first step is a Hankel matrix approach, and the second an unweighted least-squares method. Results of this estimation technique are presented. The model with the estimated parameters corroborates other psychophysical data. The estimates obtained are adequate for the intended purposes of simulation and modeling.
Keywords :
parameter estimation; vision; 2-step method; Hankel matrix approach; nonlinear parameter estimation; psychophysically measured impulse responses; simulation; threshold vision; unweighted least-squares method; Biological system modeling; Eigenvalues and eigenfunctions; Frequency; Humans; Least squares methods; Parameter estimation; Perturbation methods; Psychology; Pulse measurements; Retina; Mathematics; Models, Biological; Psychophysics; Vision;
Journal_Title :
Biomedical Engineering, IEEE Transactions on