DocumentCode
1340769
Title
Sensitivity analysis of the stimulus-response function of a static nonlinear accommodation model
Author
Hung, George K.
Author_Institution
Dept. of Biomed. Eng., Rutgers Univ., Piscataway, NJ, USA
Volume
45
Issue
3
fYear
1998
fDate
3/1/1998 12:00:00 AM
Firstpage
335
Lastpage
341
Abstract
The effect of parameter variation of a nonlinear static feedback control model of the accommodation system was investigated. Simulations of a MATLAB/SIMULINK model showed a nonlinear relationship between stimulus and response in which the response curve was above the 1:1 line in the region to the left of the crossover and below the 1:1 line in the region to the right of the crossover. At the crossover, the response curve exhibited an inflection that was constant and equal to the tonic accommodation value (ABIAS). Sensitivity analysis showed that increasing depth of focus (deadspace range between ±DSP) increased the separation between the boundary lines of the deadspace region, with a larger separation associated with late-onset myopia and congenital nystagmus. Increasing accommodative controller gain (ACG) increased the slope of the function on either side of the deadspace, with lower ACG values corresponding to lower slopes that indicated an amblyopic deficit. Increasing ABIAS increased the accommodative level at the inflection region. In addition, the saturation level of the accommodative response decreased with increasing age, while the slope remained the same, which was consistent with the Hess-Gullstrand theory of presbyopia. The accuracy and relative simplicity of the model indicated that it could serve as a basis for further comprehensive investigation of the basic and clinical aspects of the accommodation system.
Keywords
biocontrol; eye; nonlinear control systems; physiological models; sensitivity analysis; vision defects; Hess-Gullstrand theory; accommodative controller gain; amblyopic deficit; congenital nystagmus; focus depth; inflection region; late-onset myopia; nonlinear static feedback control model; ocular accommodation system; parameter variation effect; presbyopia; response curve; saturation level; tonic accommodation value; Biomedical optical imaging; Digital signal processing; Feedback control; Focusing; Lenses; Mathematical model; Optical feedback; Optical sensors; Sensitivity analysis; Vision defects; Accommodation, Ocular; Aging; Computer Simulation; Feedback; Humans; Models, Biological; Nonlinear Dynamics; Regression Analysis; Sensitivity and Specificity;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/10.661158
Filename
661158
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