CN110215214A - To the monitoring method, monitoring device and monitoring device of bed - Google Patents

To the monitoring method, monitoring device and monitoring device of bed Download PDF

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Publication number
CN110215214A
CN110215214A CN201910460916.8A CN201910460916A CN110215214A CN 110215214 A CN110215214 A CN 110215214A CN 201910460916 A CN201910460916 A CN 201910460916A CN 110215214 A CN110215214 A CN 110215214A
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China
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bed
signal
target
target object
period
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牛洋洋
刘洪涛
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Shenzhen Shuliantianxia Intelligent Technology Co Ltd
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Shenzhen Heertai Home Furnishing Online Network Technology Co Ltd
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Priority to CN201910460916.8A priority Critical patent/CN110215214A/en
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • A61B5/1113Local tracking of patients, e.g. in a hospital or private home
    • A61B5/1115Monitoring leaving of a patient support, e.g. a bed or a wheelchair

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  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Physics & Mathematics (AREA)
  • Dentistry (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Physiology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

The present invention provides the monitoring method, monitoring device and monitoring device to bed, wherein method includes: acquisition the first monitoring signals associated with the vibration of target bed;In the case where there is the first signal for meeting first condition in detecting the first monitoring signals, the first time period that at least one continuous first signal occupies in the first monitoring signals is determined;The second signal for occupying second time period and the third signal for occupying the third period are obtained in the first monitoring signals;If second signal is invalid signals and third signal is heart rate signal, it is determined that target object is in for target bed in bed state after the first period of time;If second signal is heart rate signal and third signal is invalid signals, it is determined that target object is in for target bed from bed state after the first period of time.Determining user can be improved in the accuracy and efficiency in bed or from bed state in the technical solution.

Description

To the monitoring method, monitoring device and monitoring device of bed
Technical field
The present invention relates to signal detection fields, more particularly to the monitoring method, monitoring device and monitoring device of bed.
Background technique
Judge that user is in bed or has been widely used in multiple fields from bed state, for example, can in home for destitute With by judging that user is currently in bed state or from bed state, so that it is determined that the specific duration from bed state of user, When being more than certain time length from bed duration, can alarm.
However existing scheme is by carrying out image analysis to the video data of acquisition, to determine that user is in bed state With from bed state, this mode is poor for sight, apart from fields such as farther away bed, the beds for being placed in the corner that can not be taken Jing Zhong can not accurately determine that user is in bed or from bed state.In addition the mode of image analysis is calculated complicated and is counted Calculation amount is larger, will take a substantial amount of time, and reduces determining user and is in bed or from bed state efficiency.
Summary of the invention
The embodiment of the present invention provides the monitoring method, monitoring device and monitoring device to bed, solves to determine that user is in Bed or accuracy from bed state is low and inefficient problem.
In a first aspect, providing the monitoring method to bed, comprising:
Obtain the first monitoring signals associated with the vibration of the target bed;
In the case where there is the first signal for meeting first condition in detecting first monitoring signals, determine continuous The first time period that is occupied in first monitoring signals of at least one described first signal, the first condition is pre- If the quantity in the signal of duration more than the peak value of peak threshold is greater than preset quantity;
The second signal for occupying second time period is obtained in first monitoring signals and occupies the of the third period Three signals, wherein the second time period is the period earlier than the first time period and adjacent with the first time period, The third period is to be later than the first time period and the period adjacent with the first time period;
If the second signal is invalid signals and the third signal is heart rate signal, it is determined that at described first Between after section target object be in for the target bed in bed state;
If the second signal is heart rate signal and the third signal is invalid signals, it is determined that at described first Between after section target object be in for the target bed from bed state;
Wherein, the invalid signals are signal of the peak value in invalid peak ranges;The heart rate signal is to meet living body The heart rate period signal.
In the embodiment of the present invention, the first monitoring signals associated with the vibration of target bed are obtained, and detecting first There are in the case where the first signal in monitoring signals, the signal in time adjacent segments before the first signal and later is carried out Judgement, when the signal in time adjacent segments before judging the first signal is adjacent after invalid signals and the first signal Between in the case that signal in section is heart rate signal, determine that target object is in after the first period of time in bed state, sentencing The signal in time adjacent segments before disconnected first signal out is in the time adjacent segments after heart rate signal and the first signal In the case that signal is invalid signals, determine that target object is in after the first period of time from bed state;Due to judging target Combined when the state change of object the first signal it is adjacent for the previous period in signal and it is adjacent after signal in a period of time, To signal carry out the target object that comprehensive descision can be such that judgement obtains in bed or more acurrate from bed state outcome;Due to this Monitoring device can be installed on any position for having touching relationship with bed accessory, therefore can detecte any angle and any position The vibration signal for the bed set, by the signal is analyzed can accurately obtain target object in bed or from bed state; And this method calculates that simple and calculation amount is small, improves determining target object in bed or efficiency from bed state.
With reference to first aspect, in one possible implementation, the acquisition is associated with the vibration of the target bed The first monitoring signals, comprising: according to the vibration of the target bed generate the second monitoring signals;By bandpass filter to described Second monitoring signals are filtered to obtain the first monitoring signals, and the first cutoff frequency of the bandpass filter is first frequency threshold Value, the second cutoff frequency of the bandpass filter are second frequency threshold value, and the first frequency threshold value is less than second frequency Rate threshold value, the bandpass filter is for filtering out noise signal.
With reference to first aspect, in one possible implementation, if the second signal be invalid signals and The third signal is heart rate signal, it is determined that target object is in for the target bed after the first time period Bed state, comprising: if the second signal is invalid signals and the third signal is heart rate signal, and continuous at least one The duration of a third signal is more than the first duration threshold value, it is determined that target object is directed to institute after the first time period Target bed is stated to be in bed state.
With reference to first aspect, in one possible implementation, if the second signal be heart rate signal and The third signal be invalid signals, it is determined that after the first time period target object for the target bed be in from Bed state, comprising: if the second signal is heart rate signal and the third signal is invalid signals, and continuous at least one The duration of a third signal is more than the second duration threshold value, it is determined that target object is directed to institute after the first time period Target bed is stated to be in from bed state.
With reference to first aspect, in one possible implementation, if the second signal be invalid signals and The third signal is heart rate signal, determines that target object is in for the target bed in bed after the first time period Before state, further includes: determine the signal period of the third signal;If the signal period within the scope of predetermined period, Determine that third signal is heart rate signal.
With reference to first aspect, in one possible implementation, the method also includes: obtain the target object Allow from bed duration;Determining the target object from recording user's mesh in the case where bed state is changed into from bed state Object is marked from bed duration, it is described be more than described allow from bed duration from bed duration in the case where, export and reminded from bed time-out, institute It states and reminds from bed time-out for prompting the target object to allow more than described from bed duration from bed duration.
With reference to first aspect, in one possible implementation, the method also includes: obtain the target object It reminds from the bed moment;Determining that the target object is changed into the case where bed state from from bed state, if current time is super Cross it is described remind from the bed moment, export from bed remind, it is described from bed remind for prompting the target object to leave the target Bed.
Second aspect provides monitoring device, and the monitoring device is installed on target bed, and described device includes:
Signal acquisition module, for obtaining the first monitoring signals associated with the vibration of the target bed;
First signal determining module meets the first of first condition for existing in detecting first monitoring signals In the case where signal, the first time that at least one continuous described first signal occupies in first monitoring signals is determined Section, the first condition are that the quantity in the signal of preset duration more than the peak value of peak threshold is greater than preset quantity;
Second signal determining module, for obtaining the second signal for occupying second time period in first monitoring signals With the third signal for occupying the third period, wherein the second time period is earlier than the first time period and with described the Adjacent period one period, the third period are to be later than the first time period and adjacent with the first time period Period;
In bed state determining module, if be invalid signals for the second signal and the third signal be heart rate letter Number, it is determined that target object is in for the target bed in bed state after the first time period;
From bed state determining module, if being heart rate signal for the second signal and the third signal is to believe in vain Number, it is determined that target object is in for the target bed from bed state after the first time period;
Wherein, the invalid signals are signal of the peak value in invalid peak ranges;The heart rate signal is to meet living body The heart rate period signal.
The third aspect provides monitoring device, including sensor, processor and memory, the sensor and processor It is connected, the processor is connected with memory, wherein the sensor, which is used to generate the first monitoring according to the vibration of target bed, to be believed Number, the memory executes above-mentioned first aspect for calling said program code for storing program code, the processor Method.
Fourth aspect provides a kind of computer storage medium, and the computer storage medium is stored with computer program, institute Stating computer program includes program instruction, and described program instruction makes the processor execute above-mentioned first when being executed by a processor The method of aspect.
Detailed description of the invention
It to describe the technical solutions in the embodiments of the present invention more clearly, below will be to needed in the embodiment Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for ability For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached Figure.
Fig. 1 is a kind of flow diagram of monitoring method to bed provided in an embodiment of the present invention;
Fig. 2 is provided in an embodiment of the present invention a kind of to obtain the signal of the first monitoring signals by band-pass filter Figure;
Fig. 3 is a kind of schematic diagram of peak threshold provided in an embodiment of the present invention;
Fig. 4 is the schematic diagram of period provided in an embodiment of the present invention a kind of;
Fig. 5 is that one kind provided in an embodiment of the present invention by the first signal, second signal and third signal determines target The schematic diagram in bed state of object;
Fig. 6 is that one kind provided in an embodiment of the present invention by the first signal, second signal and third signal determines target The schematic diagram in bed state of object;
Fig. 7 is the flow diagram of another monitoring method to bed provided in an embodiment of the present invention;
Fig. 8 is the flow diagram of another monitoring method to bed provided in an embodiment of the present invention;
Fig. 9 is a kind of composed structure schematic diagram of monitoring device provided in an embodiment of the present invention;
Figure 10 is a kind of composed structure schematic diagram of monitoring device provided in an embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete Site preparation description, it is clear that the described embodiment is only a part of the embodiment of the present invention, instead of all the embodiments.Based on this Embodiment in invention, every other reality obtained by those of ordinary skill in the art without making creative efforts Example is applied, shall fall within the protection scope of the present invention.
The scheme of the embodiment of the present invention may be implemented From bed state or from being to be determined in bed state from bed state change.It is generated particular by the vibration according to target bed Signal judged so that it is determined that user be in bed state perhaps from bed state so that judge user bed duration or from Bed duration is that signal in the surrounding time section to the signal detected and the signal carries out synthesis and sentences due to the judging result It is disconnected to obtain, may be implemented accurately to judge user in bed or from bed state;And this method calculates simple and calculation amount It is small, determining target object is improved in bed or efficiency from bed state.
It is a kind of flow diagram of monitoring method to bed provided in an embodiment of the present invention referring to Fig. 1, Fig. 1, as schemed institute Show, this method comprises:
S101 obtains the first monitoring signals associated with the vibration of target bed.
Here, target bed is the bed for being equipped with monitoring device.Optionally, monitoring device can be installed on user on target bed Above the bed position often touched, such as the head of a bed, tailstock, mattress, in pillow, in mattress etc., selected position not Ying Ying Lying down or sleeping for user is rung, the installation site of monitoring device is not defined herein.
In a kind of possible implementation, obtain the first monitoring signals associated with the vibration of target bed may include with Lower step:
One, the second monitoring signals are generated according to the vibration of target bed.
Here, the second monitoring signals are to pass through the collected signal of sensor in monitoring device.Here, sensor can be with For jogging sensor, such as piezoelectric film sensor, acceleration transducer etc..The working principle of piezoelectric film sensor are as follows: when When pressure is acted directly on the diaphragm of sensor, diaphragm can be made to generate the micro-displacement proportional to pressure medium, cause to sense The resistance of device changes, and by the way that the variation of the resistance is converted to the standard signal corresponding to the pressure, the standard signal is then For the second monitoring signals.
Second monitoring signals are generated according to the vibration of target bed.For example, the second monitoring signals may include following several At least one of kind signal: the signal that the operation (go to bed, operate from bed etc.) executed by target object to target bed generates;By Target object is toward the signal generated when placing article on target bed;The signal that heartbeat of the target object on target bed generates;Bed The signal etc. that the signal and bed for slightly vibrating generation do not have any vibration to generate.For example, bed does not have any vibration to generate Signal can be stable noise signal.
Optionally, the second monitoring signals can also be pre-processed.Here, pretreatment may include enhanced processing and filter Wave processing.In the specific implementation, being not easy to subsequent to signal due to smaller by the collected second monitoring signals intensity of sensor It is handled, therefore collected second monitoring signals can be amplified by amplifier.It can also be to amplified Two monitoring signals carry out signal filtering, and to keep, signal is undistorted, prevents signal frequency from aliasing etc. occur.Here, aliasing, which refers to, takes The phenomenon that overlapping each other and being distorted is generated when sample signal is reduced into continuous signal, when aliasing occurs, original signal can not be from Sampled signal reduction.
Two, the second monitoring signals are filtered by bandpass filter to obtain the first monitoring signals, bandpass filter First cutoff frequency is first frequency threshold value, and the second cutoff frequency of bandpass filter is second frequency threshold value, first frequency threshold Value is less than second frequency threshold value, and bandpass filter is for filtering out noise signal.
Since the application needs to determine whether that there are the first signal, heart rate signal and invalid letters from the first monitoring signals Number, and the first signal, heart rate signal are more related to signal frequency, therefore first frequency threshold value here is used to indicate the first letter Number and heart rate signal in possible minimum frequency value;Second frequency threshold value is used to indicate possible in the first signal and heart rate signal Maximum frequency values.Signal in the case where in this way being filtered out the noise signal in the second monitoring signals by second step, after filtering out (i.e. the first monitoring signals) also retain that this application involves the first signals and heart rate signal arrived.
Here, the first monitoring signals are to pass through first greater than first frequency threshold value and less than the signal of second frequency threshold value Cutoff frequency is first frequency threshold value and the second cutoff frequency is the bandpass filter of second frequency threshold value to the first monitoring signals It is filtered the noise that can filter out less than first frequency threshold value and be greater than second frequency threshold value.First frequency threshold value can be 1 Hertz (Hz, the basic unit of frequency), second frequency threshold value can be 30Hz, then are small by the signal that bandpass filter filters out In 1Hz and greater than the noise signal of 30Hz, the frequency of obtained signal is the frequency within the scope of 1Hz~30Hz, i.e., the first prison Survey signal.For example, passing through the first cutoff frequency when first frequency threshold value is 2Hz and in the case that second frequency threshold value is 10Hz For first frequency threshold value and the second cutoff frequency is that the bandpass filter of second frequency threshold value is filtered the second monitoring signals The first monitoring signals obtained afterwards can be as shown in Fig. 2, Fig. 2 be provided in an embodiment of the present invention a kind of by bandpass filter filter Wave obtains the schematic diagram of the first monitoring signals.
S102, in the case where there is the first signal for meeting first condition in detecting the first monitoring signals, the company of determination The first time period that first signal of at least one continuous occupies in the first monitoring signals, first condition are the letter in preset duration Quantity in number more than the peak value of peak threshold is greater than preset quantity.
Here, peak threshold may include upper threshold value and lower threshold value, and upper threshold value can be the positive number greater than 0, such as can be with For the numerical value such as 60,80;Lower threshold value can be the negative less than 0, such as can be the numerical value such as -60, -80.For example, peak threshold can As shown in figure 3, Fig. 3 is a kind of schematic diagram of peak threshold provided in an embodiment of the present invention, wherein 1 represents upper threshold value, 2 generations Table lower threshold value.The positive integer that preset quantity can be greater than 10 for 10,11,12 etc..Preset duration can be 1s, 1.5s, 2s etc..The One signal is the signal for being greater than preset quantity more than the quantity of the peak value of peak threshold in the signal of preset duration.For example, pre- If quantity is 10, then the first signal is the letter for being greater than 10 times more than the quantity of the peak value of peak threshold in the signal of preset duration Number.Here, the first signal can be named as body movement signal, and body movement signal is the movement for being used to indicate target object and being directed to target bed State.The embodiment of the present invention to the duration of first time period without limitation.
Here, may exist multiple continuous first signals in the first monitoring signals, exist in the first monitoring signals more In the case where a continuous first signal, when determining multiple continuous first signals occupy in the first monitoring signals first Between section.
In the concrete realization, by taking preset duration is 1.5s as an example, the specific implementation of step S102 including the following steps:
If 1, can determine the first signal for meeting first condition in a 1.5s, and earlier than this 1.5s and continuously A 1.5s in signal be not the first signal, to indicate the first signal in step 1 at the beginning of be at the first time At the beginning of section;
2, continuous next 1.5s is then obtained in the first monitoring signals, and judges whether the signal in the 1.5s is full Sufficient first condition;
If 3, the signal in the 1.5s in step 2 meets first condition, step 2 is executed again;
If 4, the signal in the 1.5s in step 2 is unsatisfactory for first condition, it is determined that at least one continuous first signal The first time period occupied in the first monitoring signals, first time period here are that the first signal determined from step 1 accounts for Start at the beginning of, and is in the finish time with the last one continuous the first signal of the first signal in step 1 Terminate.
S103 obtains the second signal for occupying second time period in the first monitoring signals and occupies the of the third period Three signals, wherein second time period is earlier than first time period and period adjacent with first time period, third period are It is later than first time period and the period adjacent with first time period.
Here, second signal is the signal of the previous period of first time period, and third signal is first time period The signal of the latter period.For example, first time period, second time period and third period can be as shown in figure 4, Fig. 4 It is the schematic diagram of period provided in an embodiment of the present invention a kind of, wherein A represents second time period, B represents first time period, C Represent the third period.
The embodiment of the present invention to the duration of second time period and third period without limitation.
S104, if second signal is invalid signals and third signal is heart rate signal, it is determined that first time period it Target object is in for target bed in bed state afterwards.
Can be in bed state here refers to that target object on the target bed, can be recumbency, be seated etc. state. Invalid signals are signal of the peak value in invalid peak ranges, and invalid peak value may include upward peak and lower peak value, and upward peak can To be equal to upper threshold value, lower peak value can be equal to lower threshold value, then invalid peak ranges are less than upper threshold value and greater than the model of lower threshold value It encloses.
Heart rate signal is the heart rate amplitude and the signal in heart rate period for meeting living body.By taking third signal as an example, it can pass through Following steps determine whether third signal is heart rate signal:
Firstly, determining the signal period of third signal.Wherein determine that the method for the signal period of third signal can use Method of existing period measurement, such as cross zero detecting method, shaping pulse method etc., details are not described herein.For example, the application is implemented One way in which is introduced in example: relevant calculation, the auto-correlation function of third signal x (n) are carried out to third signal are as follows:
N=1 indicates first moment in the third period, and N is the last one moment in the third period, and m is small In or equal to N positive integer.In the maximum situation of R (m), the minimum value of m corresponding with this R (m) is third signal x (n) signal period.
Optionally, due to needing to be implemented autocorrelation calculation, the third period of third signal can be using value as heart rate signal Possible period maximum value.
Then, if the signal period is within the scope of predetermined period, it is determined that third signal is heart rate signal.Here, week is preset Phase may range from the ranges such as 0.5s-1.5s, 1s-1.6s, 0.5s-1.6s.
In the embodiment of the present invention, if second signal is invalid signals and third signal is heart rate signal, and continuously extremely The duration of a few third signal is more than the first duration threshold value, it is determined that target object is in after the first period of time in bed shape State.For example, the first signal, heart rate signal and invalid signals can be as shown in figure 5, Fig. 5 be provided in an embodiment of the present invention one Kind determines the schematic diagram in bed state of target object by the first signal, second signal and third signal, wherein a1 is represented Invalid signals, b1 represent the first signal, c1 represents heart rate signal.
It is understood that meeting first condition in the first signal and second signal is invalid signals and third signal is the heart In the case where rate signal, monitoring device can determine that target object is executing movement of going to bed to target bed in first time period, And then determine target object on target bed in bed state after the first period of time.This mode can be determined accurately Target object is at the beginning of bed state.It is understood that the time sequencing generated according to signal, it can be seen that mesh Mark object is carved into finish time of third period at the beginning of from second time period, for target bed target object be from from In the case that bed state transformation is in order to be lasting heart rate signal after bed state and third period, target can be determined Object is in bed state within the period of lasting heart rate signal.
Optionally, it in the case where the duration of at least one continuous third signal is no more than the first duration threshold value, determines Target object is in from bed state, is in by judging whether target object is in bed state and combining target object The third signal in certain time length after bed state carries out judging whether target object is in very (preventing target object in bed state It is false in bed state, it is false in bed state, that is, target object after bed again at once from bed), can be improved determining target object in bed The accuracy of state judgement.
Here, the first duration threshold value can be any positive numbers such as 5s, 8s, 10s.Target object in the embodiment of the present application is The object of operation (go to bed/operate from bed) is executed to target bed.
S105, if second signal is heart rate signal and third signal is invalid signals, it is determined that first time period it Target object is in for target bed from bed state afterwards.
Can be from bed state here refers to that target object leaves target bed.In one possible implementation, second Signal is heart rate signal and third signal is invalid signals.Specifically the process that second signal is determined as heart rate signal can be referred to Third signal is determined as being discussed in detail for heart rate signal in step S104, details are not described herein.
In the embodiment of the present invention, if second signal is heart rate signal and third signal is invalid signals, and continuously extremely The duration of a few third signal is more than the second duration threshold value, it is determined that target object is in after the first period of time from bed shape State.For example, the first signal, heart rate signal and invalid signals can be as shown in fig. 6, Fig. 6 be provided in an embodiment of the present invention one Kind determines the schematic diagram in bed state of target object by the first signal, second signal and third signal, wherein a2 is represented Heart rate signal, b2 represent the first signal, c2 represents invalid signals.
It is understood that meeting first condition in the first signal and second signal is heart rate signal and third signal is nothing In the case where imitating signal, monitoring device can determine that target object is executed to target bed from bed movement in first time period, And then determine target object on target bed in from bed state after the first period of time.This mode can be determined accurately At the beginning of target object is in from bed state.It is understood that the time sequencing generated according to signal, it can be seen that mesh Mark object is carved into finish time of third period at the beginning of from second time period, for target bed target object be from The transformation of bed state in order to from bed state, and after the third period be it is lasting it is invalid in the case where, can determine target object It is from bed state within the period of lasting invalid signals.
Optionally, it in the case where the duration of at least one continuous third signal is no more than the second duration threshold value, determines Target object is in bed state, by judge target object whether be in from bed state and combining target object in from The third signal in certain time length after bed state carries out judging whether target object is in very (preventing target object from bed state It is false from bed state, it is false from bed state, that is, target object from after bed again at once in bed), can be improved determining target object from bed The accuracy of state judgement.Second duration threshold value can for greater than the first duration threshold value any positive number, such as can for 15s, 20s, 30s etc..
In a kind of possible situation, which can be applied in the scene in home for destitute, by by the monitoring Device be mounted on the bed of old man can accurately determine out old man in bed and from bed state, so that administrative staff be made to know Whether current old man can prevent old man from occurring unexpected long very much from the bed time in bed and from bed duration etc..
In the case where alternatively possible, which can also be applied in the scene of students' dormitory, by the prison Survey device be installed on the bed of student, can monitor student in bed and from bed state, for instance in Nighttime sleep Duan Shi can determine current student in the case where determining that student is in from bed state and is more than certain time length from bed state Not in bed, to remind houseparent to check the dormitory to determine that student whether in dormitory, facilitates students' dormitory Management, can also determine whether student situations such as unexpected occurs.
In the case where alternatively possible, which can also be applied in the scene of hotel management, by the prison Device is surveyed to be installed on hotel's bed, can monitor customer in bed state and from bed state, which can also be with Light control switch be connected, for example, when determine current customer be in bed state, light can be automatically closed;Work as determination When current customer is in from bed state out, light can be automatically opened, to play better service effectiveness.
In the embodiment of the present invention, the first monitoring signals associated with the vibration of target bed are obtained, and detecting first There are in the case where the first signal in monitoring signals, the signal in time adjacent segments before the first signal and later is carried out Judgement, when the signal in time adjacent segments before judging the first signal is adjacent after invalid signals and the first signal Between in the case that signal in section is heart rate signal, determine that target object is in after the first period of time in bed state, sentencing The signal in time adjacent segments before disconnected first signal out is in the time adjacent segments after heart rate signal and the first signal In the case that signal is invalid signals, determine that target object is in after the first period of time from bed state;Due to judging target Combined when the state change of object the first signal it is adjacent for the previous period in signal and it is adjacent after signal in a period of time, To signal carry out the target object that comprehensive descision can be such that judgement obtains in bed or more acurrate from bed state outcome;Due to this Monitoring device can be installed on any position for having touching relationship with bed accessory, therefore can detecte any angle and any position The signal for the bed set, by the signal is analyzed can accurately obtain target object in bed or from bed state;And it should Method calculates that simple and calculation amount is small, improves determining target object in bed or efficiency from bed state.
It is the flow diagram of another monitoring method to bed provided in an embodiment of the present invention referring to Fig. 7, Fig. 7, such as schemes It is shown, this method comprises:
S201 obtains the first monitoring signals associated with the vibration of target bed.
S202, in the case where there is the first signal for meeting first condition in detecting the first monitoring signals, the company of determination The first time period that first signal of at least one continuous occupies in the first monitoring signals, first condition are the letter in preset duration Quantity in number more than the peak value of peak threshold is greater than preset quantity.
S203 obtains the second signal for occupying second time period in the first monitoring signals and occupies the of the third period Three signals, wherein second time period is earlier than first time period and period adjacent with first time period, third period are It is later than first time period and the period adjacent with first time period.
S204, if second signal is invalid signals and third signal is heart rate signal, it is determined that first time period it Target object is in for target bed in bed state afterwards.
S205, if second signal is heart rate signal and third signal is invalid signals, it is determined that first time period it Target object is in for target bed from bed state afterwards.
Here, the specific implementation of step S201~S205 can refer to step S101 in the corresponding embodiment of Fig. 1~ The description of S105, details are not described herein again.
S206 obtains the permission of target object from bed duration.
Here it is possible to the permission for presetting target object from bed duration, allow from bed duration can for five minutes, very Any duration such as clock, half an hour, one hour.
Optionally, different permissions can also be set previously according to the difference of period from bed duration.Such as 6 points of morning The permission at 6 points in afternoon to 10 points at night can be greater than from bed duration, at 6 points in afternoon to evening from bed duration to 6 points of permission in afternoon Upper 10 points of permission can be greater than at ten two points in evening to 6 points of permission in morning from bed duration from bed duration.Such as 6 points of morning is extremely 6 points of permission in afternoon can be able to be half small from bed duration for 6 points to 10 points at night one hour, of permission in afternoon from bed duration When, at night ten two points to 6 points of permission in morning from bed duration can be 15 minutes.
S207 records target object from bed determining target object from the case where bed state is changed into from bed state Duration is exported and is reminded from bed time-out, remind from bed time-out in the case where target object is more than to allow from bed duration from bed duration For prompt target object from bed duration be more than allow from bed duration.
Here, target object is determined for target bed, from being feelings from bed state in bed state change by step S205 Under condition, i.e., in the case that target object leaves target bed, target object is recorded from bed duration.When physical record target object is from bed Long method can be record target object first from the bed moment, when target object reaches permission from bed duration from bed duration In the case of, it exports and is reminded from bed time-out.For example, a length of one hour when allowing from bed, when determine target object from the bed moment When for noon 12:00, i.e. when noon 12:00 target object by bed state to from bed state, if in the afternoon 1:00 when do not examine also Target object is measured by bed state (i.e. target object is not returned on target bed), then exporting and mentioning from bed time-out from bed state It wakes up.Reminding from bed time-out to be output " XX user is from bed time-out ", can also pass through voice broadcast " XX user is from bed time-out " Deng.
It is alternatively possible to determining that it is overtime from bed in cancelling after bed state on target bed that there are target objects It reminds.
Optionally, it can also be closed detecting to trigger to remind from bed time-out to the administrative staff that target object is managed In the case where closing instruction, cancelling should remind from bed time-out, out code should be reminded to remind for cancelling from bed time-out from bed time-out. It is alternatively possible to reminded according to cancelling from the first instruction in bed time-out out code for administrative staff's triggering from bed time-out, Meet to export again in the case where should reminding from bed time-out next time and be reminded from bed time-out, such as second day phase is determined in the same time Target object does not export then from bed to be reminded from bed time-out;Alternatively, what can also be triggered according to administrative staff refers to from the closing of bed time-out The second instruction in order is temporarily cancelled to be reminded from bed time-out, is exported in the case where meeting and reminding again from bed time-out from bed time-out It reminds, for example, can be reminded to export again ten minutes later from bed time-out from the second instruction in bed time-out out code.
In the embodiment of the present invention, it can be divided by the monitoring signals that the vibration to target bed generates based on the application Analysis, obtain target object in bed or from bed state, and can remember in the case where determining that target object leaves target bed Record it is corresponding from the bed moment, therefore can determine target object from bed duration be more than allow from bed duration in the case where, It exports and is reminded from bed time-out, should remind from bed time-out can remind the super from bed duration of relevant administrative staff's current target object When, to be managed accordingly.
It is the flow diagram of another monitoring method to bed provided in an embodiment of the present invention referring to Fig. 8, Fig. 8, such as schemes It is shown, this method comprises:
S301 obtains the first monitoring signals associated with the vibration of target bed.
S302, in the case where there is the first signal for meeting first condition in detecting the first monitoring signals, the company of determination The first time period that first signal of at least one continuous occupies in the first monitoring signals, first condition are the letter in preset duration Quantity in number more than the peak value of peak threshold is greater than preset quantity.
S303 obtains the second signal for occupying second time period in the first monitoring signals and occupies the of the third period Three signals, wherein second time period is earlier than first time period and period adjacent with first time period, third period are It is later than first time period and the period adjacent with first time period.
S304, if second signal is invalid signals and third signal is heart rate signal, it is determined that first time period it Target object is in for target bed in bed state afterwards.
S305, if second signal is heart rate signal and third signal is invalid signals, it is determined that first time period it Target object is in for target bed from bed state afterwards.
Here, the specific implementation of step S301~S305 can refer to step S101 in the corresponding embodiment of Fig. 1~ The description of S105, details are not described herein again.
S306 obtains the prompting of target object from the bed moment.
Here it is possible to preset the prompting of target object from the bed moment.Optionally, it can be more for reminding from the bed moment It is a, for example, target object from the bed moment can for one in any times such as 6:00 in morning, 7:00 in morning, 7:30 in morning or It is multiple.
S307, determining that target object is converted in the case where bed state from from bed state, if current time is more than to mention It wakes up from the bed moment, exports and reminded from bed, remind from bed for prompting target object to leave target bed.
In the embodiment of the present invention, determining that target object is converted in the case where bed state from from bed state, acquisition is worked as The preceding moment exports if current time is more than to remind (reminding from bed moment target object not from bed) from the bed moment from bed It reminds.For example, remind from the bed moment be 7:00 in morning, when determine target object be from bed state to bed state and it is current when Carve be 7:00 in morning when, and target object also in the case where bed state, export from bed remind.Optionally, in determination Remind when from the bed moment target object not in the case where bed out, i.e., target object was completed in bed state reminding from the bed moment In the case where to transformation (i.e. target object remind got up from the bed moment) from bed state, does not export and reminded from bed.
It is alternatively possible to cancel and being reminded from bed after determining target object from bed.
Optionally, can also be in the case where target object trigger and reminds out code from bed, cancelling should remind from bed, Out code should be reminded to remind for cancelling from bed from bed.It is alternatively possible to according to target object triggering from bed out code In the first instruction cancel and being reminded from bed, export in the case where meeting should remind from bed next time and reminded from bed again, such as the Two days phases are determined that target object does not export then from bed in the same time and are reminded from bed;Alternatively, can also be triggered according to target object From in bed out code second instruction temporarily cancel from bed remind, meet again from bed remind in the case where export from bed It reminds, for example, can be reminded to export again ten minutes later from bed from the second instruction in bed out code.Can be from bed prompting Output " from the bed time to ", " XX user arrives from the bed time ", can also by voice broadcast " being arrived from the bed time ", " XX user from The bed time arrives " etc..
In the embodiment of the present invention, it can be divided by the monitoring signals that the vibration to target bed generates based on the application Analysis, obtain target object in bed or from bed state, therefore can in target object on target bed in bed state In the case of, if current time is more than to remind from the bed moment, exports and reminded from bed, may be implemented to remind target object from bed, subtract Lack and reminded what bed state exported from bed when target object is not at, has improved the validity reminded from bed.
The method of inventive embodiments is described above, the device of inventive embodiments is described below.
It is a kind of composed structure schematic diagram of monitoring device provided in an embodiment of the present invention, the device 90 referring to Fig. 9, Fig. 9 Include:
Signal acquisition module 901, for obtaining the first monitoring signals associated with the vibration of the target bed;
First signal determining module 902 meets first condition for existing in detecting first monitoring signals In the case where first signal, at least one continuous described first signal occupies in first monitoring signals first is determined Period, the first condition are that the quantity in the signal of preset duration more than the peak value of peak threshold is greater than preset quantity;
Second signal determining module 903 occupies the second of second time period for obtaining in first monitoring signals Signal and occupy the third period third signal, wherein the second time period for earlier than the first time period and with institute State the first time period adjacent period, the third period be later than the first time period and with the first time period The adjacent period;
In bed state determining module 904, if being invalid signals for the second signal and the third signal is the heart Rate signal, it is determined that target object is in for the target bed in bed state after the first time period;
From bed state determining module 905, if being heart rate signal for the second signal and the third signal is nothing Imitate signal, it is determined that target object is in for the target bed from bed state after the first time period;
Wherein, the invalid signals are signal of the peak value in invalid peak ranges;The heart rate signal is to meet living body The heart rate period signal.
In a kind of possible design, the signal acquisition module 901 is specifically used for:
The second monitoring signals are generated according to the vibration of the target bed;
Second monitoring signals are filtered by bandpass filter to obtain the first monitoring signals, the bandpass filtering First cutoff frequency of device is first frequency threshold value, and the second cutoff frequency of the bandpass filter is second frequency threshold value, institute First frequency threshold value is stated less than the second frequency threshold value, the bandpass filter is for filtering out noise signal.
It is described in bed state determining module 904 in a kind of possible design, it is specifically used for: if the second signal For invalid signals and the third signal is heart rate signal, and the duration of at least one continuous third signal is more than first Duration threshold value, it is determined that target object is in for the target bed in bed state after the first time period.
It is described from bed state determining module 905 in a kind of possible design, it is specifically used for: if the second signal For heart rate signal and the third signal is invalid signals, and the duration of at least one continuous third signal is more than second Duration threshold value, it is determined that target object is in for the target bed from bed state after the first time period.
In a kind of possible design, described device 90, further includes:
Heart rate signal determining module 906, for determining the signal period of the third signal;
The heart rate signal determining module 906, if being also used to the signal period within the scope of predetermined period, it is determined that the Three signals are heart rate signal.
In a kind of possible design, described device 90, further includes:
From bed time-out reminding module 907, for obtaining the permission of the target object from bed duration;
It is described from bed time-out reminding module 907, be also used to determining that the target object is changed into from bed state from bed In the case where state, record the target object from bed duration, it is described from bed duration be more than described allow from bed duration In the case of, it exports and is reminded from bed time-out, it is described to remind from bed time-out for prompting the target object from bed duration more than described Allow from bed duration.
In a kind of possible design, described device 90, further includes:
From bed reminding module 908, for obtaining the prompting of the target object from the bed moment;
It is described from bed reminding module 908, be also used to determining that the target object is changed into from from bed state in bed state In the case where, if current time reminds more than described from the bed moment, exports and reminded from bed, it is described described for prompting from bed prompting Target object leaves the target bed.
It should be noted that unmentioned content can be found in the description of embodiment of the method in the corresponding embodiment of Fig. 9, here It repeats no more.
In the embodiment of the present invention, the first monitoring signals associated with the vibration of target bed are obtained, and detecting first There are in the case where the first signal in monitoring signals, the signal in time adjacent segments before the first signal and later is carried out Judgement, when the signal in time adjacent segments before judging the first signal is adjacent after invalid signals and the first signal Between in the case that signal in section is heart rate signal, determine that target object is in after the first period of time in bed state, sentencing The signal in time adjacent segments before disconnected first signal out is in the time adjacent segments after heart rate signal and the first signal In the case that signal is invalid signals, determine that target object is in after the first period of time from bed state;Due to judging target Combined when the state change of object the first signal it is adjacent for the previous period in signal and it is adjacent after signal in a period of time, To signal carry out the target object that comprehensive descision can be such that judgement obtains in bed or more acurrate from bed state outcome;Due to this Monitoring device can be installed on any position for having touching relationship with bed accessory, therefore can detecte any angle and any position The signal for the bed set, by the signal is analyzed can accurately obtain target object in bed or from bed state;And it should Method calculates that simple and calculation amount is small, improves determining target object in bed or efficiency from bed state.
It is a kind of composed structure schematic diagram of monitoring device provided in an embodiment of the present invention, the monitoring referring to Figure 10, Figure 10 Equipment 100 includes sensor 1001, processor 1002 and memory 1003.Sensor 1001 is connected with processor 1002, place Reason device 1002 is connected with memory 1003, such as processor 1002 can be connected to memory 1003 by bus.
Processor 1002 is configured as the monitoring method for supporting the monitoring device to execute described in Fig. 1, Fig. 7, Fig. 8 to bed In corresponding function.The processor 1002 can be central processing unit (central processing unit, CPU), at network It manages device (network processor, NP), hardware chip or any combination thereof.Above-mentioned hardware chip can be dedicated integrated Circuit (application specific integrated circuit, ASIC), programmable logic device (programmable logic device, PLD) or combinations thereof.Above-mentioned PLD can be Complex Programmable Logic Devices (complex programmable logic device, CPLD), field programmable gate array (field- Programmable gate array, FPGA), Universal Array Logic (generic array logic, GAL) or its any group It closes.
1003 memory of memory is for storing program code etc..Memory 1003 may include volatile memory (volatile memory, VM), such as random access memory (random access memory, RAM);Memory 1003 It also may include nonvolatile memory (non-volatile memory, NVM), such as read-only memory (read-only Memory, ROM), flash memory (flash memory), hard disk (hard disk drive, HDD) or solid state hard disk (solid-state drive, SSD);Memory 1003 can also include the combination of the memory of mentioned kind.
The sensor 1001 is used to generate the first monitoring signals according to the vibration of target bed.
Processor 1002 can call said program code to execute following operation:
Obtain the first monitoring signals that sensor 1001 is generated according to the vibration of the target bed;
In the case where there is the first signal for meeting first condition in detecting first monitoring signals, determine continuous The first time period that is occupied in first monitoring signals of at least one described first signal, the first condition is pre- If the quantity in the signal of duration more than the peak value of peak threshold is greater than preset quantity;
The second signal for occupying second time period is obtained in first monitoring signals and occupies the of the third period Three signals, wherein the second time period is the period earlier than the first time period and adjacent with the first time period, The third period is to be later than the first time period and the period adjacent with the first time period;
If the second signal is invalid signals and the third signal is heart rate signal, it is determined that at described first Between after section target object be in for the target bed in bed state;
If the second signal is heart rate signal and the third signal is invalid signals, it is determined that at described first Between after section target object be in for the target bed from bed state;
Wherein, the invalid signals are signal of the peak value in invalid peak ranges;The heart rate signal is to meet living body The heart rate period signal.
Optionally, which can also include hardware circuit 1004, and the hardware circuit 1004 is used for described Sensor 1001 is filtered according to the second monitoring signals that the vibration of target bed generates.Hardware circuit 1004 and sensor 1001 are connected with processor 1002.Further, which can be also used for sensor 1001 according to target bed Vibration generate the second monitoring signals carry out signal enhanced processing, with improve the second monitoring signals signal strength.
The processor 1002 is specifically used for: being filtered to obtain to second monitoring signals by bandpass filter One monitoring signals, the first cutoff frequency of the bandpass filter are first frequency threshold value, second section of the bandpass filter Only frequency is second frequency threshold value, and the first frequency threshold value is less than the second frequency threshold value, and the bandpass filter is used for Filter out noise signal.
The processor 1002 is specifically used for: if the second signal is invalid signals and the third signal is heart rate Signal, and the duration of at least one continuous third signal is more than the first duration threshold value, it is determined that in the first time Target object is in for the target bed in bed state after section.
The processor 1002 is specifically used for: if the second signal is heart rate signal and the third signal is invalid Signal, and the duration of at least one continuous third signal is more than the second duration threshold value, it is determined that in the first time Target object is in for the target bed from bed state after section.
The processor 1002 is also used to:
Determine the signal period of the third signal;
If the signal period is within the scope of predetermined period, it is determined that third signal is heart rate signal.
Optionally, which can also include transceiver 1005, and the transceiver 1005 is used for output data, Such as it exports and is reminded from bed time-out, exported from bed prompting etc..Transceiver 1005 is connected to memory 1003 and processor 1002, example As transceiver 1005 can be connected to memory 1003 and processor 1002 by bus.
The processor 1002 is also used to:
The permission of the target object is obtained from bed duration;
Determining that the target object from the case where bed state is changed into from bed state, records the target object From bed duration, it is described be more than described allow from bed duration from bed duration in the case where, the transceiver 1005 exports super from bed When remind, described remind from bed time-out for prompting the target object from bed duration is more than described to allow from bed duration.
The processor 1002 is also used to:
The prompting of the target object is obtained from the bed moment;
Determining that the target object is changed into the case where bed state from from bed state, if current time is more than described It reminds from the bed moment, the transceiver 1005 is exported to be reminded from bed, described to remind from bed for prompting the target object to leave The target bed.
It should be noted that realizing for each operation can also corresponding description to should refer to above method embodiment.
The embodiment of the present invention also provides a kind of computer storage medium, and the computer storage medium is stored with computer journey Sequence, the computer program include program instruction, and described program instruction executes the computer such as Method described in previous embodiment, the computer can be a part of monitoring device mentioned above.It is for example, above-mentioned Processor 1002.
Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, being can be with Relevant hardware is instructed to complete by computer program, the program can be stored in computer-readable storage medium In, the program is when being executed, it may include such as the process of the embodiment of above-mentioned each method.Wherein, the storage medium can be magnetic Dish, CD, ROM or RAM etc..
The above disclosure is only the preferred embodiments of the present invention, cannot limit the right model of the present invention with this certainly It encloses, therefore equivalent changes made in accordance with the claims of the present invention, is still within the scope of the present invention.

Claims (10)

1. a kind of monitoring method to bed, which is characterized in that the method is applied in monitoring device, the monitoring device installation In on target bed, which comprises
Obtain the first monitoring signals associated with the vibration of the target bed;
In the case where there is the first signal for meeting first condition in detecting first monitoring signals, determine continuously extremely The first time period that few first signal occupies in first monitoring signals, the first condition are when default Quantity in long signal more than the peak value of peak threshold is greater than preset quantity;
The third letter for obtaining the second signal for occupying second time period in first monitoring signals and occupying the third period Number, wherein the second time period is the period earlier than the first time period and adjacent with the first time period, described The third period is to be later than the first time period and the period adjacent with the first time period;
If the second signal is invalid signals and the third signal is heart rate signal, it is determined that in the first time period Target object is in for the target bed in bed state later;
If the second signal is heart rate signal and the third signal is invalid signals, it is determined that in the first time period The target object is in for the target bed from bed state later;
Wherein, the invalid signals are signal of the peak value in invalid peak ranges;The heart rate signal is the heart for meeting living body The signal in rate period.
2. the method according to claim 1, wherein described obtain associated with the vibration of the target bed the One monitoring signals, comprising:
The second monitoring signals are generated according to the vibration of the target bed;
Second monitoring signals are filtered by bandpass filter to obtain the first monitoring signals, the bandpass filter First cutoff frequency is first frequency threshold value, and the second cutoff frequency of the bandpass filter is second frequency threshold value, described the One frequency threshold is less than the second frequency threshold value, and the bandpass filter is for filtering out noise signal.
3. if the method according to claim 1, wherein the second signal is invalid signals and described Third signal is heart rate signal, it is determined that target object is in for the target bed in bed shape after the first time period State, comprising:
If the second signal is invalid signals and the third signal is heart rate signal, and it is continuous at least one described the The duration of three signals is more than the first duration threshold value, it is determined that target object is directed to the target bed after the first time period In in bed state.
4. if the method according to claim 1, wherein the second signal is heart rate signal and described Third signal is invalid signals, it is determined that target object is in for the target bed from bed shape after the first time period State, comprising:
If the second signal is heart rate signal and the third signal is invalid signals, and it is continuous at least one described the The duration of three signals is more than the second duration threshold value, it is determined that target object is directed to the target bed after the first time period In from bed state.
5. if the method according to claim 1, wherein the second signal is invalid signals and described Third signal is heart rate signal, it is determined that target object is in for the target bed in bed shape after the first time period Before state, further includes:
Determine the signal period of the third signal;
If the signal period is within the scope of predetermined period, it is determined that third signal is heart rate signal.
6. the method according to claim 1, wherein the method also includes:
The permission of the target object is obtained from bed duration;
Determine the target object from the case where bed state is changed into from bed state, record the target object from bed Duration, it is described from bed duration be more than it is described allow from bed duration in the case where, export from bed time-out remind, it is described from bed time-out It reminds for prompting the target object to allow more than described from bed duration from bed duration.
7. the method according to claim 1, wherein the method also includes:
The prompting of the target object is obtained from the bed moment;
Determining that the target object is changed into the case where bed state from from bed state, if current time is more than the prompting From the bed moment, exports and reminded from bed, it is described to remind from bed for prompting the target object to leave the target bed.
8. a kind of monitoring device, which is characterized in that the monitoring device is installed on target bed, and described device includes:
Signal acquisition module, for obtaining the first monitoring signals associated with the vibration of the target bed;
First signal determining module, for there is the first signal for meeting first condition in detecting first monitoring signals In the case where, determine the first time period that at least one continuous described first signal occupies in first monitoring signals, The first condition is that the quantity in the signal of preset duration more than the peak value of peak threshold is greater than preset quantity;
Second signal determining module, for obtaining the second signal of occupancy second time period in first monitoring signals and accounting for With the third signal of third period, wherein when the second time period is earlier than the first time period and with described first Between section adjacent period, the third period be later than the first time period and it is adjacent with the first time period when Between section;
In bed state determining module, if being invalid signals for the second signal and the third signal is heart rate signal, Then determine that target object is in for the target bed in bed state after the first time period;
From bed state determining module, if being heart rate signal for the second signal and the third signal is invalid signals, Then determine that target object is in for the target bed from bed state after the first time period;
Wherein, the invalid signals are signal of the peak value in invalid peak ranges;The heart rate signal is the heart for meeting living body The signal in rate period.
9. a kind of monitoring device, including sensor, processor and memory, the sensor is connected with processor, the place Reason device is connected with memory, wherein the sensor is used to generate the first monitoring signals, the storage according to the vibration of target bed Device is executed as described in claim any one of 1-7 for storing program code, the processor for calling said program code Method.
10. a kind of computer storage medium, which is characterized in that the computer storage medium is stored with computer program, described Computer program includes program instruction, and described program instruction makes the processor execute such as claim when being executed by a processor The described in any item methods of 1-7.
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CN106235756A (en) * 2016-07-15 2016-12-21 北京博智卓康科技有限公司 A kind of sparerib shelf, bed and prediction also assist user from the method for bed
CN108201492A (en) * 2016-12-16 2018-06-26 床的世界股份有限公司 Intelligent bed and control flow thereof
CN206773438U (en) * 2017-02-08 2017-12-19 袁会涛 A kind of daily life system monitoring system
CN108697352A (en) * 2017-06-29 2018-10-23 深圳和而泰智能控制股份有限公司 Physiologic information measurement method and physiologic information monitoring device, equipment
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CN208079471U (en) * 2017-11-24 2018-11-09 陈龙 One kind is from bed lamp control device and system
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CN108992053A (en) * 2018-06-21 2018-12-14 河北工业大学 A method of real-time chainless detection heart rate and eartbeat interval
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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
CN114754905A (en) * 2021-01-08 2022-07-15 深圳爱根斯通科技有限公司 Object state detection method and device, intelligent terminal and storage medium
CN114754905B (en) * 2021-01-08 2023-10-31 深圳爱根斯通科技有限公司 Object state detection method and device, intelligent terminal and storage medium
CN113947868A (en) * 2021-10-26 2022-01-18 云知声智能科技股份有限公司 Target object monitoring method and device, storage medium and electronic device

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