CN108523899A - Monitoring method, storage medium in sleep procedure from bed state and device - Google Patents
Monitoring method, storage medium in sleep procedure from bed state and device Download PDFInfo
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- CN108523899A CN108523899A CN201810365766.8A CN201810365766A CN108523899A CN 108523899 A CN108523899 A CN 108523899A CN 201810365766 A CN201810365766 A CN 201810365766A CN 108523899 A CN108523899 A CN 108523899A
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
- A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
- A61B5/1118—Determining activity level
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/4806—Sleep evaluation
- A61B5/4809—Sleep detection, i.e. determining whether a subject is asleep or not
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/6802—Sensor mounted on worn items
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Abstract
This application discloses monitoring method, storage medium and the device from bed state in a kind of sleep procedure, the method includes：The exercise data of human body is acquired, and all exercise datas of all exercise datas and subsequent time period in current slot are obtained at interval of preset time period；The first variable quantity of current slot and the second variable quantity of subsequent time period are calculated separately, and is respectively compared the first variable quantity and the second variable quantity with default variable quantity threshold value；When the first variable quantity is more than or equal to default variable quantity threshold value, the second variable quantity is less than default variable quantity threshold value, judge that the sleep state of the current slot is in from bed state, and leave the bed the time according to subsequent time period record.The application, which is determined according to the continuous movement change amount of period with the comparison of default variable quantity threshold value, simplifies the determining calculation amount from bed state from bed state, the requirement to detection device is reduced, to reduce the cost of detection device.
Description
Technical field
This application involves sleep monitor technical field, more particularly to monitoring method in a kind of sleep procedure from bed state,
Storage medium and device.
Background technology
With the quickening pace of modern life with the variation of living environment, the problem of more and more people bear sleep disturbance.According to
25916 investigation among patients of 29 countries of the World Health Organization pair show that 27% people has sleeping problems, and China is slept
Dormancy impaired patients account for about 30% of total crowd or more.The health that people is not only seriously affected with sleep disturbance, can also make
Decline at working efficiency and work quality..There is direct relations with health for sleep quality.The quality of sleep quality is directly
The Other diseases such as cardiovascular and cerebrovascular disease are influenced, the incidence of cardiovascular and cerebrovascular disease 40% is at night.In neonatal development
During first few months, healthy sleep is vital.Therefore it has already been proposed that parent or other care-givers is allowed to monitor
The device of baby, child and neonatal sleep.
Very important status is occupied in sleep monitor system from bed detection, bunk bed detection, can be recognized accurately
The bedtime of user, time of leaving the bed have great importance to the monitoring of entire sleep procedure.Clearly knowing user in bed
Time on the basis of, then carry out the information such as heart rate, respiratory rate and body action in sleep procedure, sleep procedure and can have
The analysis sleep procedure of effect.In the prior art, judged in bed and from bed state by the method for mean square deviation, and mean square deviation calculates
It measures excessive, the cost of detection device is caused to increase.
Invention content
In view of the deficiencies in the prior art, the application is intended to provide a kind of monitoring method in sleep procedure from bed state, deposits
Storage media and device reduce the cost of detection device by reducing the calculation amount from bed state-detection.
Technical solution used by the application is as follows：
A kind of monitoring method in sleep procedure from bed state comprising：
The exercise data of human body is acquired, and all exercise datas and next in current slot are obtained at interval of preset time period
All exercise datas of period；
The first variable quantity of current slot and the second variable quantity of subsequent time period are calculated separately, and respectively by the first variable quantity
It is compared with default variable quantity threshold value with the second variable quantity；
When the first variable quantity is more than or equal to default variable quantity threshold value, the second variable quantity is less than default variable quantity threshold value, institute is judged
The sleep state for stating current slot is in from bed state, and is left the bed the time according to subsequent time period record.
From the monitoring method of bed state in the sleep procedure, wherein the method further includes：
When the first variable quantity is less than default variable quantity threshold value, the second variable quantity is more than or equal to default variable quantity threshold value, institute is judged
The sleep state for stating current slot is in bed state, and according to future time segment record bedtime.
From the monitoring method of bed state in the sleep procedure, wherein the exercise data of the acquisition human body, and at interval of
Preset time period obtains all exercise datas of all exercise datas and subsequent time period in current slot and specifically includes：
Incude the exercise data of human body in real time by pressure sensor, and preserve the exercise data sensed, wherein the movement
Data carry the sensitive time；
The all of the corresponding all exercise datas of the current slot and subsequent time period are read at interval of preset time period
Exercise data.
From the monitoring method of bed state in the sleep procedure, wherein described to incude human body in real time by pressure sensor
Exercise data, and preserve the human body movement data that senses and specifically include：
Body motion information is incuded in real time by the default pressure sensor worn and generates electric signal, and records the electric signal
Sensitive time；
It is deposited according to the exercise data of the electric signal output human body, and by the exercise data is associated with the sensitive time
Storage.
From the monitoring method of bed state in the sleep procedure, wherein first change for calculating separately current slot
Second variable quantity of change amount and subsequent time period, and respectively by the first variable quantity and the second variable quantity and default variable quantity threshold value into
Row is more specific to include：
The exercise data maximum value and exercise data minimum value of current slot and subsequent time period are read respectively；
In the current slot is calculated according to the exercise data maximum value of current slot and exercise data minimum value
One variable quantity；
In the subsequent time period is calculated according to the exercise data maximum value of subsequent time period and exercise data minimum value
Two variable quantities
The first variable quantity and the second variable quantity are compared with preset default variable quantity threshold value respectively.
From the monitoring method of bed state in the sleep procedure, wherein if the exercise data variable quantity is more than institute
Variable quantity threshold value is stated, then the sleep state of the preset time period is recorded as motion state later includes：
The sleep state in next preset time period is obtained successively, and obtains the first time that sleep state is in state of going to bed
Section；
It is calculated in the run duration from bed state according to the current slot and first time period.
From the monitoring method of bed state in the sleep procedure, wherein it is described according to the current slot and first when
Between section calculate and specifically included in run duration from bed state：
It is carved at the beginning of determining motion state according to all exercise datas that current slot includes, and default according to described first
All exercise datas that time end includes determine the finish time of motion state；
The lasting run duration of the motion state is calculated according to the start time and the finish time.
From the monitoring method of bed state in the sleep procedure, wherein all fortune for including according to current slot
Dynamic data are carved at the beginning of determining motion state, and are determined from bed shape according to all exercise datas that the first time period includes
The finish time of state specifically includes：
Respectively by all exercise datas that current slot includes and all data and predetermined movement that first time period includes
Data interval is compared, wherein variable quantity threshold value is the variable quantity of predetermined movement data interval；
The first exercise data that current slot first does not belong to the predetermined movement data interval is obtained sequentially in time,
And first time period the last one do not belong to second exercise data of preset data section, with the determining beginning from bed state
Moment and finish time.
A kind of computer readable storage medium, there are one the computer-readable recording medium storages or multiple programs,
One or more of programs can be executed by one or more processor, to realize in as above any sleep procedure
The step in monitoring method from bed state.
A kind of monitoring device in sleep procedure from bed state comprising：Pressure sensor, processor, memory and logical
Believe bus;The computer-readable program that can be executed by the processor is stored on the memory；
The communication bus realizes the connection communication between processor and memory；
The pressure sensor realizes the acquisition of exercise data, and the exercise data of acquisition is transmitted to processor；
The processor is realized in as above any sleep procedure when executing the computer-readable program from bed state
Step in monitoring method.
Advantageous effect：Compared with prior art, this application provides from bed state in a kind of sleep procedure monitoring method,
Storage medium and device, the method includes：The exercise data of human body is acquired, and current time is obtained at interval of preset time period
All exercise datas of all exercise datas and subsequent time period in section；Calculate separately current slot the first variable quantity and
Second variable quantity of subsequent time period, and respectively compare the first variable quantity and the second variable quantity with default variable quantity threshold value
Compared with；When the first variable quantity is more than or equal to default variable quantity threshold value, the second variable quantity is less than default variable quantity threshold value, described in judgement
The sleep state of current slot is in from bed state, and is left the bed the time according to subsequent time period record.The application is according to continuous
The comparison of the movement change amount of a period and default variable quantity threshold value, which is determined, simplifies the determining meter from bed state from bed state
Calculation amount reduces the requirement to detection device, to reduce the cost of detection device.Simultaneously as using movement number
According to variable quantity as basis for estimation, do not required to the direction of corresponding pressure sensor, and then can be to avoid pressure sensor
Influence of the direction to monitoring result.
Description of the drawings
Fig. 1 is the flow chart of an embodiment of the monitoring method from bed state in sleep procedure provided by the present application.
Fig. 2 be go to bed in an embodiment of monitoring method from bed state in sleep procedure provided by the present application, leave the bed and
In exercise data variation diagram of the bed from bed state.
Fig. 3 is the structure principle chart of the embodiment of the monitoring device from bed state in sleep procedure provided by the present application.
Specific implementation mode
The application provides monitoring method, storage medium and the device from bed state in a kind of sleep procedure, to make the application
Purpose, technical solution and effect it is clearer, clear, the embodiment that develops simultaneously referring to the drawings to the application further specifically
It is bright.It should be appreciated that specific embodiment described herein is not used to limit the application only to explain the application.
Those skilled in the art of the present technique are appreciated that unless expressly stated, singulative " one " used herein, " one
It is a ", " described " and "the" may also comprise plural form.It is to be further understood that is used in the description of the present application arranges
It refers to there are the feature, integer, step, operation, element and/or component, but it is not excluded that presence or addition to take leave " comprising "
Other one or more features, integer, step, operation, element, component and/or their group.It should be understood that when we claim member
Part is " connected " or when " coupled " to another element, it can be directly connected or coupled to other elements, or there may also be
Intermediary element.In addition, " connection " used herein or " coupling " may include being wirelessly connected or wirelessly coupling.It is used herein to arrange
Diction "and/or" includes that the whole of one or more associated list items or any cell are combined with whole.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art
Language and scientific terminology), there is meaning identical with the general understanding of the those of ordinary skill in the application fields.Should also
Understand, those terms such as defined in the general dictionary, it should be understood that have in the context of the prior art
The consistent meaning of meaning, and unless by specific definitions as here, the meaning of idealization or too formal otherwise will not be used
To explain.
Below in conjunction with the accompanying drawings, by the description of the embodiment, being described further to application content.
From the monitoring method of bed state in sleep procedure provided in this embodiment, as shown in Figs. 1-3, the method includes：
S10, the exercise data for acquiring human body, and obtain all exercise datas in current slot at interval of preset time period.
Specifically, the preset time is to preset, for controlling the frequency for reading collected exercise data,
In, the current slot refers to the preset time period before current reading time, i.e., when newest preset time period is current
Between section.All exercise datas of the current slot can be related according to the sample frequency of exercise data, according to preset time
The duration and sample frequency of section can determine the data volume for all exercise datas that current slot includes.For example, when default
Between section Ts be 1 second, the resolution, N s of the exercise data of acquisition is 16bit, and sample frequency Fs is 250Hz, collected movement number
It is 0-2^Ns according to Ds magnitude ranges（0-65535bit）.
In the present embodiment simultaneously, the exercise data is the exercise data that human body generates in sleep procedure, the fortune
Dynamic data can be incuded and acquired by the pressure sensor that human body is worn.Correspondingly, the movement number of the acquisition human body
According to, and obtain all exercise datas in the current slot at interval of preset time period and specifically include：
S11, the exercise data for incuding human body in real time by pressure sensor, and preserve the exercise data sensed, wherein it is described
Exercise data carries the sensitive time；
S12, the corresponding all exercise datas of the current slot are read at interval of preset time period.
Specifically, the pressure sensor is with the settings such as sleep monitor bed and sleep monitoring pillow, and works as human body in bed
When upper, pressure sensor detects body motion information.In addition, the pressure sensor is after sensing human motion, rear root
Electric signal is generated according to body motion information, human body movement data is determined by the electric signal.Correspondingly, described pass through pressure
Sensor incudes the exercise data of human body in real time, and preserves the human body movement data sensed and specifically include：
S111, body motion information is incuded by the default pressure sensor worn in real time and generates electric signal, and described in record
The sensitive time of electric signal；
S112, according to the exercise data of the electric signal output human body, and it is the exercise data is related to the sensitive time
Connection storage.
In the present embodiment, after the pressure sensor incudes body motion information and generates electric signal, to the telecommunications
Number carry out notch to inhibit the Hz noise of electric signal, by after notch electric signal carry out signal amplification, and filter out baseline drift
Shifting and HF noise signal；Filtered electric signal is transformed into digital signal again, finally the digital signal is handled
To obtain the corresponding exercise data of the electric signal, the accurate of exercise data can be improved in this way, to improve motion state detection
Accuracy.Meanwhile the application, after getting exercise data, without handling exercise data, which simplify operations
Processing procedure improves the efficiency of motion state detection.Meanwhile reducing requirement to hardware device, expand the method
Applicability.
In addition, for the ease of record human motion time, when collecting electric signal can by obtain the sensitive time,
And the sensitive time is associated with electric signal, exercise data each in this way is each equipped with the corresponding sensitive time, from
And quantitative monitoring can be timed human motion according to the exercise data and sensitive time, improve motion state
What is monitored is comprehensive.In the present embodiment, the sensitive time can receive the hardware device of the electric signal by reading
Current time in system obtains, and can also be that pressure sensor is determined when sensing human motion signal.It is, of course, also possible to root
The sensitive time is determined according to the current slot residing for sample frequency and electric signal, is specifically as follows：It obtains first
Start the reading time of the initial time of human body movement data acquisition, all exercise datas of preset time and reading current time
Number, the time interval residing for current slot can be determined according to initial time, preset time and reading times, adopted in basis
Sample frequency can determine the current electrical signal corresponding sensitive time.That is, obtaining current time at interval of preset time
When all exercise datas that section includes, reading times can also be recorded, in order to determine current electrical signal pair according to reading times
The sensitive time answered.
In the present embodiment simultaneously, sleep detection apparatus can be opened in advance before the exercise data of acquisition human body, it
The pressure sensor open detection human body movement data that sleep detection apparatus includes afterwards, for example, passing through detection device setting of sleeping
Control button（Such as, mechanical key, induction feeling etc.）Or the modes such as remote control open sleep detection apparatus.In addition, institute
State sleep detection apparatus that is, when pressure sensor detects pressure, can also automatically turn on sleep using mode is automatically begun to
Detection device simultaneously acquires human body movement data.Certainly, in practical applications, described every after collecting human body movement data
It can also includes a sleep state detection process before all exercise datas to be spaced preset time period and obtain in current slot,
The sleep state-detection process is for detecting whether human body carries out sleep state.The sleep detection process is specifically as follows：
Human body movement data is read in real time, and the exercise data is compared with predetermined movement data interval, when the movement number
According to number in predetermined movement data interval and after continuing the advance time, determine that the human body carries out sleep state.Determining human body
After into sleep state all exercise datas in current slot are obtained at interval of preset time period.In addition, the sleep detection
Process can also use other methods, for example, determining whether human body carries out the mode of sleeping etc. according to human body electroencephalogram's signal, here
Do not illustrate one by one.
The second variable quantity of S20, the first variable quantity for calculating separately current slot and subsequent time period, and respectively by
One variable quantity and the second variable quantity are compared with default variable quantity threshold value.
Specifically, the default variable quantity threshold value is to preset, and can be the difference of predetermined movement data interval.It is false
If preset data section is [NSD-NSU], wherein the preset data section can be obtained by many experiments statistical analysis
Empirical value, NSD 32268, NSU 33268, then the default variable quantity threshold value OFFThCan be NSU-NSD.Described
One variable quantity is the difference of exercise data maximum value and exercise data minimum value in current slot, and the second variable quantity is lower a period of time
Between in section exercise data maximum value and exercise data minimum value difference.Correspondingly, described calculate separately the of current slot
Second variable quantity of one variable quantity and subsequent time period, and respectively by the first variable quantity and the second variable quantity and default variable quantity threshold
Value, which is compared, to be specifically included：
S21, the exercise data maximum value and exercise data minimum value for reading current slot and subsequent time period respectively；
S22, it is calculated in the current slot according to the exercise data maximum value and exercise data minimum value of current slot
The first variable quantity；
S23, it is calculated in the subsequent time period according to the exercise data maximum value and exercise data minimum value of subsequent time period
The second variable quantity；
S24, the first variable quantity and the second variable quantity be compared with preset default variable quantity threshold value respectively.
Specifically, it after all exercise datas for including for the current slot read, is carried in all exercise datas
Exercise data maximum value and exercise data minimum value are taken, by the difference for calculating exercise data maximum value and exercise data minimum value
It is worth to the first variable quantity BMStr1.By first variable quantity and default variable quantity threshold value OFFThIt is compared, wherein
OFFTh=NSU-NSD.Equally, according to the exercise data maximum value and exercise data of all exercise datas of subsequent time period acquisition
Minimum value checks and accepts to obtain the second variable quantity BMStr2, and by the second variable quantity and default variable quantity threshold value OFFThIt is compared.
S30, variable quantity threshold value, the second variable quantity are preset less than default variable quantity threshold value when the first variable quantity is more than or equal to
When, judge that the sleep state of the current slot is in from bed state, and leave the bed the time according to subsequent time period record.
Specifically, first variable quantity illustrates that current slot is in bed shape more than the default variable quantity threshold value
State.Second variable quantity illustrates that subsequent time period is in from bed state less than the default variable quantity threshold value, is left due to working as human body
After bed body, the pressure sensor perceptual can not arrive somatic data, to which second variable quantity goes to zero, so as to judge
User is in from bed state, and the future time is to leave the bed the period.It is thus possible to be determined according to the subsequent time period
It leaves the bed the time, and by the time storage of leaving the bed, is convenient for quickly determining leaving the bed the time for human body in this way.In addition, when first
When variable quantity is less than default variable quantity threshold value, the second variable quantity is more than or equal to default variable quantity threshold value, the current time is judged
The sleep state of section is in determines user's bedtime in bed state, and according to subsequent time period.For example, by the future time
The initial time of section is recorded as bedtime, or the end time of the subsequent time period is recorded as bedtime etc..
In one embodiment of the application, if the exercise data variable quantity is more than the variable quantity threshold value,
The sleep state of the current slot, which is recorded as motion state later, includes：
When S40, obtaining sleep state in next preset time period successively, and obtaining sleep state and be in the first of state of going to bed
Between section；
S50, it is calculated in the run duration from bed state according to the current slot and first time period.
Specifically, subsequent time period is denoted as the initial time from bed state, persistently obtains each preset time period later
Motion state until get be in ortho state first time period, i.e., in first time period exercise data variation
Measure BMStr>=OFFTh, by the end time of the first time segment record from bed state, that is to say, that first time period is human body
Bedtime can determine the duration from bed state according to subsequent time period and first time period in this way.Certainly,
After getting the first time period in state of going to bed, the exercise data of each preset time period is also persistently read, with detection
Next time from bed state, and so on until human body movement data acquisition terminates.
Illustratively, described that the run duration being kept in motion is calculated according to the current slot and first time period
It specifically includes：
S51, it is carved at the beginning of determining motion state according to all exercise datas that current slot includes, and according to described first
All exercise datas that preset time end includes determine the finish time of motion state；
S52, the lasting run duration of the motion state is calculated according to the start time and the finish time.
Further, it is described determine motion state according to all exercise datas that current slot includes at the beginning of carve, and
Determine that the finish time from bed state specifically includes according to all exercise datas that the first time period includes：
Respectively by all exercise datas that current slot includes and all data and predetermined movement that first time period includes
Data interval is compared, wherein variable quantity threshold value is the variable quantity of predetermined movement data interval；
The first exercise data that current slot first does not belong to the predetermined movement data interval is obtained sequentially in time,
And first time period the last one do not belong to second exercise data of preset data section, with the determining beginning from bed state
Moment and finish time.
In addition it in order to which the determination process of the run duration from bed state is described in detail, is done further with reference to Fig. 2
Explanation.As shown in Fig. 2, in from 0 to the T1 periods, variable quantity is less than default variable quantity threshold value, and human body is in from bed state；
The T2 moment, due to BMStr(T2)>=OFFTh, and T1 is from bed state, so the T2 moment is to go to bed the moment；In T2 to the T3 times
Between section, BMStrAll it is greater than OFFTh, human body be in bed state, at the T4 moment, due to BMStr(T4)<OFFTh, T4 moment people
Body is in from bed state, and T4 time points are judged as the moment of leaving the bed, and is in the bed time so as to obtain T2 moment to the T4 moment.
Based on the monitoring method from bed state in above-mentioned sleep procedure, present invention also provides a kind of computer-readable storages
Medium, there are one the computer-readable recording medium storages or multiple programs, one or more of programs can be by one
A or multiple processors execute, to realize the step in the monitoring method in the sleep procedure described in above-described embodiment from bed state
Suddenly
Present invention also provides the monitoring devices from bed state in a kind of sleep procedure, as shown in Figure 3 comprising at least one place
Manage device（processor）20；Pressure sensor 21；And memory（memory）22, can also include communication interface
（Communications Interface）23 and bus 24.Wherein, processor 20, pressure sensor 21, memory 22 and logical
Letter interface 23 can complete mutual communication by bus 24.Pressure sensor 21 is set as perception human body operation information and produces
Raw electric signal.Communication interface 23 can transmit information.Processor 20 can call the logical order in memory 22, in execution
State the method in embodiment.
In addition, the logical order in above-mentioned memory 22 can be realized by the form of SFU software functional unit and is used as only
Vertical product is sold or in use, can be stored in a computer read/write memory medium.
Memory 22 is used as a kind of computer readable storage medium, and it is executable to may be configured as storage software program, computer
Program, such as the corresponding program instruction of method or module in the embodiment of the present disclosure.Processor 30 is stored in memory by operation
Software program, instruction in 22 or module realize the side in above-described embodiment to execute application of function and data processing
Method.
Memory 22 may include storing program area and storage data field, wherein storing program area can storage program area, extremely
Application program needed for a few function；Storage data field can be stored uses created data etc. according to terminal device.This
Outside, memory 22 may include high-speed random access memory, can also include nonvolatile memory.For example, USB flash disk, movement
Hard disk, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory,
RAM), a variety of media that can store program code such as magnetic disc or CD, can also be transitory memory medium.
In addition, a plurality of instruction processing unit in above-mentioned storage medium and mobile terminal loads and the detailed process executed exists
It has been described in detail in the above method, has just no longer stated one by one herein.
Finally it should be noted that：Above example is only to illustrate the technical solution of the application, rather than its limitations；Although
The application is described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that：It still may be used
With technical scheme described in the above embodiments is modified or equivalent replacement of some of the technical features；
And these modifications or replacements, each embodiment technical solution of the application that it does not separate the essence of the corresponding technical solution spirit and
Range.
Claims (10)
1. from the monitoring method of bed state in a kind of sleep procedure, which is characterized in that it includes：
The exercise data of human body is acquired, and all exercise datas and next in current slot are obtained at interval of preset time period
All exercise datas of period；
The first variable quantity of current slot and the second variable quantity of subsequent time period are calculated separately, and respectively by the first variable quantity
It is compared with default variable quantity threshold value with the second variable quantity；
When the first variable quantity is more than or equal to default variable quantity threshold value, the second variable quantity is less than default variable quantity threshold value, institute is judged
The sleep state for stating current slot is in from bed state, and is left the bed the time according to subsequent time period record.
2. the monitoring method in sleep procedure from bed state according to claim 1, which is characterized in that the method is also wrapped
It includes：
When the first variable quantity is less than default variable quantity threshold value, the second variable quantity is more than or equal to default variable quantity threshold value, institute is judged
The sleep state for stating current slot is in bed state, and according to future time segment record bedtime.
3. the monitoring method in sleep procedure from bed state according to claim 1, which is characterized in that the acquisition human body
Exercise data, and obtain all fortune of all exercise datas and subsequent time period in current slot at interval of preset time period
Dynamic data specifically include：
Incude the exercise data of human body in real time by pressure sensor, and preserve the exercise data sensed, wherein the movement
Data carry the sensitive time；
The all of the corresponding all exercise datas of the current slot and subsequent time period are read at interval of preset time period
Exercise data.
4. the monitoring method in sleep procedure from bed state according to claim 3, which is characterized in that described to be passed by pressure
Sensor incudes the exercise data of human body in real time, and preserves the human body movement data sensed and specifically include：
Body motion information is incuded in real time by the default pressure sensor worn and generates electric signal, and records the electric signal
Sensitive time；
It is deposited according to the exercise data of the electric signal output human body, and by the exercise data is associated with the sensitive time
Storage.
5. the monitoring method in sleep procedure from bed state according to claim 1, which is characterized in that described calculate separately is worked as
The first variable quantity of preceding period and the second variable quantity of subsequent time period, and respectively by the first variable quantity and the second variable quantity with
Default variable quantity threshold value, which is compared, to be specifically included：
The exercise data maximum value and exercise data minimum value of current slot and subsequent time period are read respectively；
In the current slot is calculated according to the exercise data maximum value of current slot and exercise data minimum value
One variable quantity；
In the subsequent time period is calculated according to the exercise data maximum value of subsequent time period and exercise data minimum value
Two variable quantities；
The first variable quantity and the second variable quantity are compared with preset default variable quantity threshold value respectively.
6. according to the monitoring method from bed state in any sleep procedures of claim 1-5, which is characterized in that if the institute
It states exercise data variable quantity and is more than the variable quantity threshold value, then the sleep state of the preset time period is recorded as motion state
Include later：
The sleep state in next preset time period is obtained successively, and obtains the first time that sleep state is in state of going to bed
Section；
It is calculated in the run duration from bed state according to the current slot and first time period.
7. the monitoring method in sleep procedure from bed state according to claim 6, which is characterized in that work as described in the basis
The preceding period calculates with first time period and is specifically included in the run duration from bed state：
It is carved at the beginning of determining motion state according to all exercise datas that current slot includes, and default according to described first
All exercise datas that time end includes determine the finish time of motion state；
The lasting run duration of the motion state is calculated according to the start time and the finish time.
8. the monitoring method in sleep procedure from bed state according to claim 7, which is characterized in that when the basis is current
Between section all exercise datas for including determine motion state at the beginning of all fortune for carving, and including according to the first time period
Dynamic data determine that the finish time from bed state specifically includes：
Respectively by all exercise datas that current slot includes and all data and predetermined movement that first time period includes
Data interval is compared, wherein variable quantity threshold value is the variable quantity of predetermined movement data interval；
The first exercise data that current slot first does not belong to the predetermined movement data interval is obtained sequentially in time,
And first time period the last one do not belong to second exercise data of preset data section, with the determining beginning from bed state
Moment and finish time.
9. a kind of computer readable storage medium, which is characterized in that the computer-readable recording medium storage there are one or
Multiple programs, one or more of programs can be executed by one or more processor, to realize such as claim 1~8
The step in monitoring method in sleep procedure described in any one from bed state.
10. from the monitoring device of bed state in a kind of sleep procedure, which is characterized in that including：Pressure sensor, is deposited processor
Reservoir and communication bus;The computer-readable program that can be executed by the processor is stored on the memory；
The communication bus realizes the connection communication between processor and memory；
The pressure sensor realizes the acquisition of exercise data, and the exercise data of acquisition is transmitted to processor；
The processor realizes the sleep procedure as described in claim 1-8 any one when executing the computer-readable program
In step in monitoring method from bed state.
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| CN201810365766.8A CN108523899A (en) | 2018-04-23 | 2018-04-23 | Monitoring method, storage medium in sleep procedure from bed state and device |
| PCT/CN2018/096697 WO2019205314A1 (en) | 2018-04-23 | 2018-07-23 | Sleep monitoring method, storage medium and device |
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| CN110215214A (en) * | 2019-05-29 | 2019-09-10 | 深圳和而泰家居在线网络科技有限公司 | To the monitoring method, monitoring device and monitoring device of bed |
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| CN112168139A (en) * | 2019-07-05 | 2021-01-05 | 腾讯科技（深圳）有限公司 | Health monitoring method and device and storage medium |
| CN113476022A (en) * | 2020-11-24 | 2021-10-08 | 四川远邦益安科技有限公司 | Sleep monitoring system for resident students |
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| CN111743348A (en) * | 2020-08-06 | 2020-10-09 | 广东珞珈睡眠科技有限公司 | Intelligent air bag mattress with multiple modes and control method thereof |
| CN113476022A (en) * | 2020-11-24 | 2021-10-08 | 四川远邦益安科技有限公司 | Sleep monitoring system for resident students |
| CN114041751A (en) * | 2021-11-02 | 2022-02-15 | 珠海格力电器股份有限公司 | Bed leaving monitoring method and device, electronic equipment and storage medium |
| CN113974568A (en) * | 2021-11-09 | 2022-01-28 | 重庆火后草科技有限公司 | Method for calculating metabolic rate of sleep process based on slope interference removal |
| CN113974568B (en) * | 2021-11-09 | 2024-03-26 | 重庆火后草科技有限公司 | Slope interference-free method for calculating metabolic rate of sleep process |
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Application publication date: 20180914 |