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dc.rights.licenseRestricted to current Rensselaer faculty, staff and students. Access inquiries may be directed to the Rensselaer Libraries.
dc.contributorJulius, Anak Agung
dc.contributorWen, John T.
dc.contributorKarlicek, Robert F.
dc.contributorPequito, Sergio
dc.contributorHicken, Jason
dc.contributor.authorYin, Jiawei
dc.date.accessioned2021-11-03T09:22:09Z
dc.date.available2021-11-03T09:22:09Z
dc.date.created2021-02-22T15:32:16Z
dc.date.issued2020-08
dc.identifier.urihttps://hdl.handle.net/20.500.13015/2619
dc.descriptionAugust 2020
dc.descriptionSchool of Engineering
dc.description.abstractThe circadian rhythm functions as a master clock that regulates numerous physiological processes in humans, e.g., the sleep-wake cycle. The circadian rhythm disorder is closely linked to a wide range of health problems. The first part of this work addresses the light-based minimum-time circadian rhythm entrainment problem of various circadian rhythm models. Being the most powerful stimulus in the circadian rhythm system, light has been widely used as the input of circadian rhythm entrainment problems. Based on optimal control theory and variational calculus, the optimal solution algorithm is proposed for the minimum-time entrainment of various circadian rhythms models, i.e., human core body temperature model and circadian gene regulation models of mammal, Neurospora, and Drosophila. The sleep schedule is jointly optimized with light input to improve the implementability of the entrainment process. The second part of this work is on the estimation of the circadian phase and sleep state using actigraphy data. Signal processing algorithms for these estimation problems are presented along with experimental validation. Concussion detection based on the circadian and sleep features extracted from actigraphy is also discussed. The third part of this work solves the light and sleep schedule optimization for alertness optimization. This work shows that the subjective alertness during night-shifts and mission periods can be enhanced by optimizing the light and sleep schedules.
dc.language.isoENG
dc.publisherRensselaer Polytechnic Institute, Troy, NY
dc.relation.ispartofRensselaer Theses and Dissertations Online Collection
dc.subjectElectrical engineering
dc.titleLight-based rapid circadian and sleep entrainment
dc.typeElectronic thesis
dc.typeThesis
dc.digitool.pid180351
dc.digitool.pid180352
dc.digitool.pid180353
dc.rights.holderThis electronic version is a licensed copy owned by Rensselaer Polytechnic Institute, Troy, NY. Copyright of original work retained by author.
dc.description.degreePhD
dc.relation.departmentDept. of Electrical, Computer, and Systems Engineering


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