Patents
Literature
Patsnap Eureka AI that helps you search prior art, draft patents, and assess FTO risks, powered by patent and scientific literature data.

71 results about "Light sleeping" patented technology

Sleep state real-time monitoring method and system

The invention discloses a sleep state real-time monitoring method and system, and belongs to the technical field of sleep monitoring, and the method specifically comprises the steps: collecting a heart rate variability signal, an electroencephalogram signal and body movement data of a user in real time through a non-invasive sleep pad integrating a piezoelectric sensor, a flexible dry electrode and a pressure sensor; based on the physiological data, whether the user reaches an autonomous sleep state or not is judged through a first algorithm model; if not, starting an active intervention program for playing the adjustable music, and dynamically adjusting the music volume, the playing speed or the track in combination with the physiological data feedback until the user enters an autonomous sleep state; after the user falls asleep, physiological data are continuously collected, and a sober period, a light sleep period, a deep sleep period and a rapid eye movement period are divided through a second algorithm model; if the staging result is a waking period, the autonomous sleep state judgment is executed again; according to the invention, non-intrusive monitoring and personalized intervention are combined, and the monitoring comfort and accuracy are improved.
Owner:XIAN NEW HOPE MEDICAL EQUIP CO LTD

Intelligent bedside instrument for relieving insomnia with assistance of sound waves

The invention relates to an intelligent bedside instrument for relieving insomnia with assistance of sound waves. The intelligent bedside instrument comprises a sound wave adjusting module, a sound wave resonance relaxing system, a sleep state monitoring module and a personalized feedback system, the sound wave adjusting module sends specific sound waves to the sleep environment, and the sleep environment is automatically optimized based on sleep stage data monitored in real time by adjusting the frequency and intensity of the sound waves. The sound wave resonance relaxing system emits low-frequency sound waves with specific frequency into a bed head or a pillow according to the sleep state of a user, and the low-frequency sound waves are transmitted to the head and the body of the user through the resonance effect and used for relaxing tense muscles, stimulating deep nerves and helping the user to quickly relax and sleep. Through sound wave adjustment, resonance relaxation, accurate sleep state monitoring and a personalized feedback system, the sleep quality of a user is effectively improved, the user is helped to quickly enter deep sleep from a light sleep state, external interference is avoided, a sleep adjustment scheme is continuously optimized through intelligent analysis, and personalized requirements are met.
Owner:PEOPLES HOSPITAL AFFILIATED TO FUJIAN UNIV OF TRADITIONAL CHINESE MEDICINE (FUJIAN PROVINCIAL PEOPLES HOSPITAL)

Sleep assisting system and method for dynamic natural sound simulation

The invention discloses a sleep assistance system and method for dynamic natural sound simulation, and particularly relates to the technical field of sleep assistance, comprising: acquiring historical preference data of a user and external environment data, generating a first reference coefficient based on the historical preference data of the user and the external environment data, the historical preference data comprises a sound type, a volume value and a playing duration; acquiring historical sleep cycle data of the user, and inputting the first reference coefficient and the historical sleep cycle data into a pre-constructed first sound training model; the sleep state is determined on the basis of the physiological evaluation coefficient obtained in real time, the sound playing strategy is optimized by comparing the sleep state with the preset sleep duration, and dynamic intelligent regulation and control of sleep assistance are achieved. In the sleeping process, sound parameters can be adjusted in time according to the actual duration condition of light sleep, deep sleep, dream or awakening state of the user.
Owner:WUXI QINGBANG TECHNOLOGY CO LTD

Sleep monitoring method, breathing parameter control method and breathing equipment

The invention relates to the technical field of sleep assessment, and discloses a sleep monitoring method, a breathing parameter control method and breathing equipment, and the method comprises the steps: obtaining an airflow rate signal of a user in a first time period; according to the airflow rate signal of the first time period, the breathing depth and the breathing rate of each breathing cycle are determined; processing the breathing depth and the breathing rate of each breathing cycle, and determining time domain features, frequency domain features and nonlinear features corresponding to the breathing depth and the breathing rate in a plurality of second time periods; based on the trained machine learning model and the time domain features, the frequency domain features and the nonlinear features corresponding to the breathing depths and the breathing rates in the multiple second time periods, the sleep states of the user in all the second time periods are determined, and the sleep states comprise the sober stage, the light sleep stage, the deep sleep stage and the rapid eye movement stage. According to the invention, sleep quality evaluation can be carried out without adding extra hardware and changing the sleep environment, and the accuracy of the determined sleep quality is improved.
Owner:WEIHAI WEIGAO HEALTH TECHNOLOGY CO LTD

Herbal sleep-aiding gel and preparation process thereof

The invention belongs to the technical field of sleep-aiding gels, and discloses a herbal sleep-aiding gel and a preparation process thereof, the gel comprises the following components: deionized water, propylene glycol, glycerol, carbomer 980 and triethanolamine; the mask is prepared from, by weight, 1.8% of lavender essential oil, chamomile extract, bitter orange flower essential oil, gamma-aminobutyric acid, melatonin, spina date seed extract, xylaria nigripes extract and phospholipid wall materials. Sodium chloride and azone; camphor and borneol; eDTA (Ethylene Diamine Tetraacetic Acid) disodium, phenoxyethanol and ethylhexylglycerin. The traditional Chinese medicine composition is suitable for people with sleep disorders such as long-term insomnia, difficulty in falling asleep, insomnia and dreaminess, easy awakening due to light sleep, restlessness and depression and the like; through the high transdermal absorption rate of a nano micro-capsule technology, in combination with a colloid double-electrode-layer structure, capacitance-like micro-current is generated, in cooperation with lavender-chamomile-bitter orange flower and other herbal essence and GABA and melatonin active ingredients, the sleep center is adjusted in a multi-channel mode, and the physical sleep-aiding scheme is a new physical sleep-aiding scheme for safely replacing a sleeping drug.
Owner:HANYI VALLEY (HAINAN) HEALTH TECHNOLOGY GROUP CO LTD

Direct current charging pile and low standby power consumption control method thereof

The invention provides a direct current charging pile and a low standby power consumption control method thereof, and belongs to the technical field of electric vehicle charging, a multi-stage dormant state machine is constructed, and the state machine comprises a full function mode, a light sleep mode, a deep sleep mode and a network intermittent wake-up mode; the working modes of the state machine are automatically switched in different scenes, and optimal balance between power consumption and response speed is achieved.
Owner:SHANDONG ARTAPLAY INTELLIGENT TECH CO LTD +1

Intelligent slow wave sleep aiding system based on adaptive adjustment

The invention relates to the technical field of sleep aiding, in particular to an intelligent slow wave sleep aiding system based on adaptive adjustment, which comprises a health monitoring bracelet, a multi-mode sleep aiding pillow, a sleep aiding illumination system and a transcranial electrical stimulation system, the problems that a traditional sleep-aiding product is difficult to accurately adapt to the sleep state of a human body, the adjusting effect is poor and the like are solved, physiological and body movement data are collected by means of the health monitoring bracelet and optimized, states such as waking, light sleep and deep sleep can be automatically and accurately recognized in combination with sleep state judgment rules, the states are fed back to the main control unit of the pillow through wireless transmission, and the sleep-aiding function is achieved. Self-adaptive control of music and sound effects, adjustment of ambient light, transcranial electric intensity and the like based on the sleep state of the human body are achieved, scientific and personalized support is provided for sleep improvement, sleep quality improvement is assisted, and the method can be used for reference application in the fields of intelligent sleep product research and development, sleep health management and the like.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Infant sleep state monitoring method and system based on sound analysis

The invention relates to the technical field of infant sleep monitoring, in particular to an infant sleep state monitoring method and system based on sound analysis, and the method comprises the following steps: based on an intelligent infant bed, collecting sound signals sent by an infant in real time through a microphone sensor on the inner side of the bed, recognizing sound in a deep sleep period, sound in a light sleep period and sound in a rapid eye movement period, and transmitting the sound signals to the intelligent infant bed; and acquiring a sleep cycle sound category. According to the invention, the sound signals are collected in real time and are accurately classified according to the frequency range, so that the states of deep sleep, light sleep and rapid eye movement periods of the baby can be more accurately identified, and through careful comparison with reference modes in the audio database of the baby crib, the matching precision of data is improved, and the accuracy of the baby crib is improved. And the utilization efficiency of the sound data is optimized, so that the response capability of the whole monitoring system is improved, the monitoring sensitivity is dynamically adjusted, the sampling frequency is adjusted according to real-time data, the potential of misinformation is reduced, and the practicability of the monitoring system is improved.
Owner:SHANDONG DEGUANG ROBOT INTELLIGENT TECH CO LTD

Sleep mode switching method and device and storage medium

The invention provides a sleep mode switching method and device and a storage medium. The method comprises the steps that instance information corresponding to cloud instances in a first sleep mode at the current scheduling moment is obtained; based on the instance information, determining a target cloud instance of which the sleep mode needs to be switched at the current scheduling moment from the cloud instances; and switching the sleep mode of the target cloud instance from the first sleep mode to the second sleep mode. And when the current scheduling moment arrives, determining a target cloud instance of which the sleep mode needs to be switched at the current scheduling moment based on the instance information of each cloud instance, and switching the sleep mode of the target cloud instance from the first sleep mode to a second sleep mode. Visibly, according to the embodiment of the invention, the switching of the cloud instance between the shallow sleep mode and the deep sleep mode is automatically realized through the instance information of the cloud instance, and compared with the manual switching of the cloud instance between the shallow sleep mode and the deep sleep mode, the switching flexibility of the sleep mode of the cloud instance is improved.
Owner:HANGZHOU ALICLOUD FEITIAN INFORMATION TECH CO LTD

Intelligent mattress sleep management system and method

The invention discloses an intelligent mattress sleep management system and method, and belongs to the technical field of intelligent mattresses, and the method comprises the following steps: presetting a starting pressure limit value, a deformation pressure limit value, a pressure quantity limit value, a temperature standard value and a sleep comparison table, and dividing the upper surface of a mattress into a plurality of detection areas; detecting the pressure value received by each detection area on the upper surface of the mattress; after sleep management is started, the temperature of the bearing area is detected; calculating breathing frequency according to the pressure change frequency of the bearing area, and evaluating the current sleep state according to the breathing frequency and a sleep comparison table; when the current sleep state is before sleep and when the user falls asleep, the deformation pressure limit value is increased; when the current sleep state is light sleep, the deformation pressure limit value is recovered; when the current sleep state is deep sleep, the deformation pressure limit value is reduced, the intelligent mattress can provide proper softness according to the specific condition of the user, and the health effect is guaranteed while the sleep of the user is facilitated.
Owner:GENERAL GLOBAL JADE BIRD HEALTH TECHNOLOGY CO LTD

A light sleep system soundproof door assembly

This invention belongs to the field of building doors, windows, and home hardware technology, and relates to a soundproof door component for a light sleep system. It includes a door leaf, a door frame, an edge banding profile, hinges, and sealing strips. The hinges include a door leaf panel for fixing to the door leaf. The edge banding profile has edge banding grooves, sealing grooves, and positioning grooves extending along its length. Two sealing grooves are arranged parallel to each other along the width of the edge banding profile, and each sealing groove contains the sealing strip. The positioning groove is located on the same side of the edge banding profile as the sealing grooves and is located between the two sealing grooves. The positioning groove is adapted to the door leaf panel so that the door leaf panel can slide guided within the positioning groove. The edge banding grooves are used to engage with the edge of the door leaf. This invention enables quick and precise installation, has excellent sealing and sound insulation effects, and meets the sleep environment requirements of people who experience light sleep.
Owner:XIAOBEI QIANZI WOOD IND CO LTD

Fixed-length sleep staging sequence global correction method based on dynamic programming

PendingCN121580210ASensorsDiagnostic recording/measuringRapid eye movement sleepDynamic programming
The invention belongs to the cross technical field of biomedical engineering and signal processing, and discloses a fixed-length sleep staging sequence global correction method based on dynamic programming, which comprises the following steps of: defining an original sleep staging sequence which is divided by taking 30 seconds as a fixed time window and comprises a plurality of continuous fixed time windows, the target generates a corrected sequence, the number of fixed time windows of the corrected sequence is kept consistent with that of the original sequence, only the sleep state value corresponding to each fixed time window is corrected, and the fixed time windows are not added or deleted; a sleep state coding rule is set, and the waking state, the first light sleep stage, the second light sleep stage, the deep sleep stage and the rapid eye movement sleep stage correspond to unique digital codes respectively. Through a global cost accumulation mechanism, subsequent illegal transfer caused by local correction is avoided in advance, iteration is not needed, and the correction efficiency is remarkably improved.
Owner:SHENZHEN KUKAI BRAIN MACHINE INTELLIGENT TECHNOLOGY CO LTD

Children enuresis non-inductive monitoring and biofeedback communication method and system

The invention discloses a non-inductive monitoring and biological feedback communication method and system for child enuresis, relates to the field of enuresis monitoring and feedback control, and provides the following scheme that the method comprises the steps that impedance data, pressure image data, a sleep stage and an initial bladder personalized threshold value of the lower abdomen of a user are obtained in real time; and processing to generate a multi-modal feature vector, and inputting the multi-modal feature vector into a pre-training model to estimate the bladder filling degree. The dynamic threshold adjustment is based on a new threshold obtained by multiplying the maximum filling degree when no alarm is given in history by an attenuation coefficient, and the new threshold passes confidence verification and is discarded when being lower than a preset value, so that the threshold is ensured to fit a user. And when the bladder filling degree exceeds a threshold value, executing a strategy according to a sleep stage: starting biological feedback in a deep sleep stage, promoting to a light sleep stage or an REM stage to promote waking, and directly waking up by wrist vibration in a non-deep sleep stage. According to the method, the accuracy is improved by dynamically adjusting the threshold value and verifying the validity of data, and the influence on the sleep quality of children is reduced in combination with the sleep stage of the user.
Owner:THE FIRST AFFILIATED HOSPITAL OF XINXIANG MEDICAL UNIVERSITY

Sleep state detection method and wearable device

The present application provides a sleep state detection method and a wearable device, relating to the technical field of wearable devices. The wearable device obtains PPG data and ACC data. The wearable device can then process the PPG data to obtain an R-R interval (RRI) sequence, and process the ACC data to obtain a motion sequence. The wearable device can then predict the sleep state of the wearer of the wearable device based on the RRI sequence and the motion sequence; wherein the sleep state of the wearer includes rapid eye movement (REM) state, deep sleep state, light sleep state, or awake state. In the present application, the accuracy of user sleep state detection can be improved, thereby enhancing the user's wearing experience.
Owner:HONOR DEVICE CO LTD

Non-contact sleep monitoring method and system

The invention discloses a non-contact sleep monitoring method, which comprises the following steps of: acquiring echo data of a human body by using a radar, analyzing the echo data, and calculating the point number of a Doppler dimension; judging whether the user has body movement or not according to the point number of the Doppler dimension, and recording the number of body movement times when the user has body movement; calculating a sleep index according to the recorded body movement times, and judging whether the user is in a sleep state or a waking state according to the sleep index; calculating the interval time between two adjacent body movements of the user in the sleep state so as to judge whether the user is in a deep sleep state or a light sleep state; the method is suitable for long-term sleep monitoring.
Owner:PANOVASIC TECHNOLOGY CO LTD

Method, device, storage medium and equipment for closed-loop self-adjusting output audio control during lunch break

PendingCN122093712Aimplement bootstrapSuitable for lunch break habitsSensorsMeasuring/recording heart/pulse ratePersonalizationEngineering
This invention provides a closed-loop self-adjusting output audio control method, device, storage medium, and equipment for guiding naps. The method includes: retrieving the user's latest personalized parameters from a database based on the user ID; adjusting the parameters of a music selection proxy model based on these personalized parameters; obtaining desired music units from a music library based on the user's real-time psychological state and the adjusted music selection proxy model; adjusting the parameters of a parameter adjustment proxy model based on the user's latest personalized parameters; inputting the desired music units into the adjusted parameter adjustment proxy model to obtain binaural beat physical parameters; observing the user's specific nap state by monitoring the user's EEG and heart rate signals; and dynamically adjusting the binaural beat frequency and specific parameters based on different nap stages and the user's state to achieve closed-loop output audio control that quickly induces the user to relax and enter sleep, maintains light sleep, and resists sleep inertia awakening.
Owner:DONGGUAN ZKTECO ELECTRONICS TECH +1

Adaptive digital scent technology for improved sleep quality

A smell delivery system, comprising: a smell delivery device for delivering a sleep olfactory output for affecting the user's sleep, the smell delivery device comprising: odour chambers containing different substances configured to produce different olfactory outputs; an outlet for the substances to be released from the smell delivery device; and an odour release device operable to selectively release one or more of the substances from the odour chambers to the outlet; and a control sub-system for controlling operation of the smell delivery device, comprising: an input interface configured to receive sensor data from at least one sensor configured to measure a signal indicative of a parameter associated with a sleep state of a user; a sleep olfactory module including associations between sleep olfactory outputs provided by one or more of the substances and their effects on sleep states, a processor configured to: determine a sleep state of the user based at least on the sensor data, wherein the processor is configured for determining at least three sleep states from: wake, light sleep (sleep state N1), deeper sleep (sleep state N2), slow wave / deep sleep (sleep state N3) and REM; determine a sleep olfactory output for affecting the user's sleep based at least on using the associations from the sleep olfactory module based on the determined sleep state; determine the settings for delivery of the determined sleep olfactory output; and an output interface configured to provide instructions to the smell delivery device corresponding to the settings, wherein the smell delivery device is configured to deliver the determined sleep olfactory output based on the instructions.
Owner:OWIDGETS LTD

Traditional chinese medicine sleep health monitoring system based on millimeter wave radar

The present application relates to the field of intelligent health monitoring and digital technology of traditional Chinese medicine, and particularly relates to a traditional Chinese medicine sleep health monitoring system based on millimeter wave radar. The system comprises: a data acquisition module for acquiring original vital sign signals through millimeter wave radar; a data processing module for extracting a sleep physiological parameter set; a sleep staging identification module for identifying sleep staging results corresponding to wakefulness, light sleep, deep sleep and rapid eye movement; a traditional Chinese medicine sleep evaluation module for converting sleep parameters into traditional Chinese medicine quantitative indicators through a quantitative mapping unit, generating traditional Chinese medicine syndrome differentiation labels through a space-time correlation unit, and outputting traditional Chinese medicine health monitoring results after fusion analysis by an analysis and decision unit; and a monitoring result output module for generating a visual health report. The present application realizes the deep integration of non-invasive, continuous sleep monitoring and objective, quantitative traditional Chinese medicine syndrome differentiation, and provides a systematic solution for sleep health management.
Owner:SHANGHAI UNIV OF T C M +1

Method for adjusting sleeping temperature of mattress, mattress and computer storage medium

The invention provides a method for adjusting the sleep temperature of a mattress, the mattress and a computer storage medium, and the method comprises the steps: obtaining the sleep duration of a user at different environment temperatures according to the environment temperature and the sleep state of the corresponding user, the sleep state comprising first sleep time of light sleep and deep sleep; adjusting the temperature of the mattress to obtain a plurality of second sleep time when the user enters light sleep and deep sleep at the same environment temperature; obtaining first light sleep environment data and first deep sleep environment data of the user according to the first sleep time and the second sleep time; obtaining average light sleep environment data and average deep sleep environment data according to the first light sleep environment data and the first deep sleep environment data of the plurality of users; and adjusting the temperature of the mattress according to the human body state of the current user. Through the mode, the temperature of the mattress can be adjusted in different sleep states of the user, so that the temperature of the mattress can be adjusted individually and adaptively in different sleep states of the user, and the sleep quality is improved.
Owner:SHENZHEN MEIMENG INTELLIGENT EQUIPMENT CO LTD

Sleep data monthly report graphical user interface for electronic device

1. The name of the design product: sleep data monthly report graphical user interface of electronic device. 2. The use of the design product: an electronic device. 3. The design points of the design product: the interface content and change process of the graphical user interface. 4. The picture or photo that best shows the design points: front view. 5. The use of the graphical user interface: for displaying sleep data monthly report. 6. The change state description of the graphical user interface: the front view is the overall evaluation of the sleep data monthly report, and the interface change state figures 1-3 are displayed in turn after the front view is slid upward, which are sleep start and end time, monthly sleep duration statistics, deep sleep and light sleep proportion statistics, and sleep efficiency statistics respectively.
Owner:ZHEJIANG QISHENG DATA SERVICE CO LTD

Online sleep scoring based on vital signs of a driver of a vehicle

PCT designated stageWO2026110049A1SensorsMeasuring/recording heart/pulse rateDriver/operatorSleep scoring
A computer program product (7) comprising instructions which, when executed by electronic processing resources (10) of a system (1) for online scoring sleep stages among Awake (W), Light Sleep (LS), Deep Sleep (DS) and REM sleep (R) of a subject, cause the electronic processing resources (10) to: receive (S10-S14) at least one physiological signal of a subject; process (S15-S19, S21-S22, S24, S26-S27) the received physiological signal to classify it into one of different classes associated with the sleep stages of a subject; output (S20, S23, S25, S28, S29) a scoring of the determined sleep state of the subject; and determine (S20, S23, S25, S28, S29) the status of the subject based on the outputted score. The computer program product (7) is further configured to, when executed, cause the electronic processing resources (10) to: determine a quantity related to the time needed for a user to resume control of a vehicle (TOT) after being asleep; and provide assistance to the subject based on the quantity related to the time needed for a user to resume control of a vehicle after being asleep (TOT).
Owner:SLEEP ADVICE TECHNOLOGIES SRL +1

Bluetooth speaker (ambiance light sleep aid model)

ActiveCN309519013SLight sleepEngineering
1. The name of this design product: Bluetooth speaker (ambiance light sleep aid model). 2. Purpose of this design product: used for playing music. 3. The key design point of this design product lies in the combination of shape and pattern. 4. The picture or photo that best illustrates the design points: three-dimensional picture.
Owner:李雄兵

Sleep induction method, device and equipment

The embodiment of the invention discloses a sleep inducing method, device and equipment, and belongs to the technical field of sleep induction.The method comprises the steps that a first sleep stage state is obtained in real time in the sleep process, and sleep stages include the waking stage, the light sleep stage, the light sleep stage, the deep sleep stage and the dream sleep stage; under the condition that the first sleep stage state meets the sleep induction requirement, sleep adjustment parameters are obtained; releasing sleep induction information based on the sleep adjustment parameter; wherein the sleep induction information is used for performing sleep induction in the sleep process. The sleep adjustment parameter is determined according to the first sleep stage state obtained in real time in the sleep process, and then the sleep induction information is released, that is, the sleep induction information can change along with the change of the first sleep stage state in the sleep process, so that sleep induction can be flexibly changed in the sleep process, and the sleep induction efficiency is improved. The sleep quality and the sleep efficiency of the whole sleep process can be improved, and the automation of sleep induction in the sleep process is realized.
Owner:WEIHAI WEIGAO HEALTH TECHNOLOGY CO LTD

Sleep and emotion regulation control method and system based on specific spectrum function

The invention provides a sleep and emotion regulation control method and system based on a specific spectrum function, and belongs to the technical field of medical equipment.The method specifically comprises the steps that a user is regulated and controlled according to regulation and control user data and in combination with the consistent degree of sleep feature signals of the user in the light sleep stage, and the sleep state of the user is adjusted and controlled; the method comprises the following steps: determining a stopping control method for sleep and emotion regulation and control processing with a specific spectrum function, carrying out stopping control processing on a regulation and control user based on the stopping control method, and according to stopping control data of the regulation and control user, when determining that personalized sleep staging model construction processing needs to be carried out, according to the stopping control data of the regulation and control user, establishing a personalized sleep staging model according to the stopping control data of the regulation and control user. According to the method, the pause matching condition of the regulation and control user is determined, the construction processing target of the personalized sleep staging model is determined based on the pause matching condition and the stability condition of the sleep feature signal, and the reliability degree in the sleep and emotion regulation and control process based on the specific spectrum function is improved.
Owner:松研科技(杭州)有限公司

A sleep state real-time monitoring method and system

The application discloses a sleep state real-time monitoring method and system, and belongs to the technical field of sleep monitoring, and specifically comprises the following steps: collecting heart rate variability signals, electroencephalogram signals and body movement data of a user in real time through a non-invasive sleep pad integrated with a piezoelectric sensor, a flexible dry electrode and a pressure sensor; determining whether the user reaches an autonomous sleep state through a first algorithm model based on the physiological data; when the user does not reach the autonomous sleep state, starting an active intervention program for playing adjusting music, dynamically adjusting the music volume, playing speed or music pieces in combination with physiological data feedback until the user enters the autonomous sleep state; after the user falls asleep, continuously collecting physiological data and classifying the wake period, light sleep period, deep sleep period and rapid eye movement period through a second algorithm model; and if the classification result is the wake period, re-executing the autonomous sleep state determination; the application realizes the combination of non-invasive monitoring and personalized intervention, and improves the monitoring comfort and accuracy.
Owner:XIAN NEW HOPE MEDICAL EQUIP CO LTD