Lighting control system and light regulation mapping device based on sleep efficiency factor

Abstract

The invention discloses a lighting control system and a light regulation mapping device based on a sleep efficiency factor. The system comprises a light color identification unit, a sleep identification unit, a light adjustable lamp set, a light regulation mapping unit and a control unit. The control unit takes light color parameters such as the illumination, the color temperature and the color ofthe reading surface illumination as input quantities, and takes physical parameters such as the eye opening change rate, the eye closing duration change rate, the heart rate change rate, the body movement frequency change rate and the body temperature change rate as output quantities to establish a dynamic recursive Elman neural network to represent the mapping relation between the environmentalillumination and the sleeping efficiency of the user; the trained network is used for predicting the sleep efficiency parameters in the field light environment, the predicted values are used for calculating the sleep efficiency evaluation value of the light color conditions in the process of optimizing the light color parameters based on the multi-objective optimization algorithm, and the optimization result is converted into the driving current value of the lamp set by the light regulation mapping unit, so that the lighting beneficial to the user to fall asleep in different environments is achieved.

Description

technical field [0001] The invention relates to the field of intelligent lighting and sleep assistance, in particular to a lighting control system and a dimming mapping device based on sleep efficiency factors. Background technique [0002] The human biological clock is the physiological and biochemical process, morphological structure and behavior that change periodically in the human body with time. The biological clock in the human body is reflected in the periodic changes of various physiological indicators of the human body such as pulse, body temperature, blood pressure, physical strength, emotion, and intelligence. Take the 24-hour biological clock of the human body as an example. At 2 o'clock in the morning, people's sleep reaches the maximum depth. When people are most clear-headed, at 17:00 in the afternoon, the efficiency of the cardiovascular work of the human body is the highest, and the muscle strength is the greatest. , At 21 o'clock in the evening, the secr...

AI Technical Summary

Problems solved by technology

[0005] Although there are currently various solutions to detect sleep, or to help users fall asleep by switching the lighting to a soft yellow light; however, for different specific users, even in the same light environment, their sleep efficiency will be very different. In the past, one or a limited number of lighting schemes with low color temperature and low illumination were simply provided at night, and the pertinence and effectiveness would be very limited.

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