Circadian phase control using observer-based back-stepping design

Circadian rhythms exist in most of living species, and control their daily biological activities. Disruption of these rhythms can cause circadian disorders or phase shifts. This paper deals with phase recovery of circadian rhythms. The phase restoration is carried out by synchronization of estimated trajectories of unknown state variables of a controlled system with trajectories of a reference system via back-stepping. The unknown state variables are estimated by using recently developed one-sided Lipschitz observer. Both reference and controlled systems are based on a 3rd order model of Neurospora circadian rhythms. Several simulation studies are carried out to verify the operation of proposed synchronization scheme with results shown in this paper.

[1]  M. Carskadon,et al.  Circadian Rhythm Sleep Disorders : Part II , Advanced Sleep Phase Disorder , Delayed Sleep Phase Disorder , Free-Running Disorder , and Irregular Sleep-Wake Rhythm An American Academy of Sleep Medicine Review , 2007 .

[2]  R. Rajamani Observers for Lipschitz nonlinear systems , 1998, IEEE Trans. Autom. Control..

[3]  H. Herzel,et al.  Modeling feedback loops of the Mammalian circadian oscillator. , 2004, Biophysical journal.

[4]  Rudiyanto Gunawan,et al.  Sensitivity Measures for Oscillating Systems: Application to Mammalian Circadian Gene Network , 2008, IEEE Transactions on Automatic Control.

[5]  P. Hardin,et al.  Circadian rhythms from multiple oscillators: lessons from diverse organisms , 2005, Nature Reviews Genetics.

[6]  Rudiyanto Gunawan,et al.  Circadian rhythm: A natural, robust, multi-scale control system , 2006, Comput. Chem. Eng..

[7]  Francis J. Doyle,et al.  Circadian phase entrainment via nonlinear model predictive control , 2006 .

[8]  Mary A. Carskadon,et al.  Circadian Rhythm Sleep Disorders: Part I, Basic Principles, Shift Work and Jet Lag Disorders , 2007 .

[9]  Yanbin Zhao,et al.  A note on observer design for one-sided Lipschitz nonlinear systems , 2010, Syst. Control. Lett..

[10]  Francis J. Doyle,et al.  Circadian Phase Resetting via Single and Multiple Control Targets , 2008, PLoS Comput. Biol..

[11]  R. Rajamani,et al.  Existence and design of observers for nonlinear systems: Relation to distance to unobservability , 1998 .

[12]  G. Shukla,et al.  Circadian Rhythm Sleep Disorders , 2018, Pediatric Pulmonology, Asthma, and Sleep Medicine: A Quick Reference Guide.

[13]  S. Reppert,et al.  Coordination of circadian timing in mammals , 2002, Nature.

[14]  S. Sager,et al.  Phase tracking and restoration of circadian rhythms by model-based optimal control. , 2008, IET systems biology.

[15]  D Gonze,et al.  Theoretical models for circadian rhythms in Neurospora and Drosophila. , 2000, Comptes rendus de l'Academie des sciences. Serie III, Sciences de la vie.

[16]  Hanspeter Herzel,et al.  Entrainment in a Model of the Mammalian Circadian Oscillator , 2005, Journal of biological rhythms.

[17]  Ziad Boulos,et al.  Light visor treatment for jet lag after westward travel across six time zones. , 2002, Aviation, space, and environmental medicine.

[18]  R. Leak,et al.  Suprachiasmatic nucleus organization , 2002, Cell and Tissue Research.