DocumentCode
861976
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
Volume
36
Issue
3
fYear
1989
fDate
3/1/1989 12:00:00 AM
Firstpage
346
Lastpage
354
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;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/10.19855
Filename
19855
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