DocumentCode :
592295
Title :
Optimal circadian rhythm control with light input for rapid entrainment and improved vigilance
Author :
Jiaxiang Zhang ; Wen, John T. ; Julius, Agung
Author_Institution :
Dept. of Electr., Comput., & Syst. Eng., Rensselaer Polytech. Inst., Troy, NY, USA
fYear :
2012
fDate :
10-13 Dec. 2012
Firstpage :
3007
Lastpage :
3012
Abstract :
Circadian rhythm is the biological process critical to the well being of all living organisms. The circadian rhythms oscillate with a period of approximately 24 hours due to the light-darkness pattern of the solar day. Circadian disruption, as experienced by night shift workers, travelers, submariners or miners, can lead to lower productivity, sleep disorder, and other more serious health problems. Using artificial light to regulate the circadian rhythm has long been proposed. The common approach is to use the phase response curve - the amount of steady state phase shift due to light pulses applied at specified times. In this paper, we consider a commonly used nonlinear second order oscillator model for the circadian rhythm response with light intensity as the input. Our first goal is to establish a performance bound by solving the minimum time control problem for a specified phase shift with contrained light intensity. The result is a much faster phase shift as compared to natural light-darkness pattern. We further extend the optimal control to vigilance, which is regulated in part by circadian rhythm, to maximize a vigilance lower bound for specified time and duration. Based on the two-process model of vigilance, the problem is formulated as an optimal control of switched system, and the optimization strategy is demonstrated via a simulation example.
Keywords :
circadian rhythms; nonlinear control systems; optimal control; optimisation; oscillators; time-varying systems; circadian disruption; health problems; improved vigilance; light input; light-darkness pattern; miners; minimum time control problem; night shift workers; nonlinear second order oscillator model; optimal circadian rhythm control; optimization strategy; phase response curve; phase shift; productivity; rapid entrainment; sleep disorder; solar day; steady state phase shift; submariners; switched system; travelers; Biological system modeling; Brain modeling; Circadian rhythm; Humans; Optimal control; Oscillators; Sleep;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
ISSN :
0743-1546
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
Type :
conf
DOI :
10.1109/CDC.2012.6426226
Filename :
6426226
Link To Document :
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