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Information × Registration Number 0224U002943, 0119U002225 , R & D reports Title Development of the mathematical models and algorithms for the control of intellectual lighting by smart house on the basis of monitoring of functional state of the human body popup.stage_title Head Petrukhin Volodymyr O, Registration Date 18-03-2024 Organization V.M. Glushkov Institute of Cybernetics of the National Academy of Sciences of Ukraine popup.description2 Research purpose: development of mathematical models, methods and means of improving information technologies for the formation and maintenance of a smart home environment based on lighting solutions and monitoring of functional and adaptive reserves of the human body, which includes applied network services for diagnosing the level of psychophysiological state based on the use of mobile gadgets, sensors and Internet services. Research methods: methods of statistical processing of parameters of the human body, knowledge extraction from large databases, machine learning of data classification models, variational pulsometry, correlation rhythmography, autocorrelation and spectral analysis. Main obtained results: - the structure of the system, the functional model and the methods of the source information interpretation to support the smart home environment were developed; - a system of initial data collection algorithms for monitoring the functional and adaptive reserves of the human body in the environment of a smart home was formed; - a model and algorithms for the formation of the home environment were developed based on the analysis of the impact of lighting solutions; - experiments were conducted to study the impact of lighting solutions on human physiological parameters and based on their results, a mathematical method for assessing the impact of lighting solutions on human physiological parameters and a model of managing the functional state of a person by forming lighting solutions was developed; - methods of interpreting information from large databases and a model of managing the functional state of a person by chromotherapy factors in a smart home environment based on biological feedback were developed. Product Description popup.authors Panteleimonov Andrii A. Petrukhin Volodymyr O. popup.nrat_date 2024-03-18 Close