CN109285329A - One kind take medicine behavioral value based reminding method, detection system for prompting - Google Patents
One kind take medicine behavioral value based reminding method, detection system for prompting Download PDFInfo
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- CN109285329A CN109285329A CN201811377955.3A CN201811377955A CN109285329A CN 109285329 A CN109285329 A CN 109285329A CN 201811377955 A CN201811377955 A CN 201811377955A CN 109285329 A CN109285329 A CN 109285329A
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- medicine
- behavior
- taking medicine
- behavioral value
- taking
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/18—Status alarms
- G08B21/24—Reminder alarms, e.g. anti-loss alarms
Abstract
The invention discloses one kind take medicine behavioral value based reminding method, detection system for prompting, the method is as follows: detect the behavior act taken medicine and the temporal information taken medicine；Judge whether the behavior act taken medicine and the time taken medicine meet the behavior act and temporal information of the behavior of normally taking medicine of setting；According to judging result, issue prompt information, by kinect depth transducer and action recognition technical application prompting take medicine and detection system in, motion recognition system can more accurately identify the representative meaning of movement, it is opened detection with medicine-chest and is combined and can more accurately detect whether the behavior of taking medicine occurs, more natural convenience is accustomed in the cognition that detection mode meets people, ensures that user's is healthy and safe by the real-time transmission of exception information.
Description
Technical field
The present invention relates to old service field, it is specifically related to take medicine behavioral value based reminding method, detection of one kind and reminds system
System.
Background technique
Aging of population has become the social problem that the world today is faced, and has aggravated labouring population and social and has born
Load.How to mitigate social pressures becomes the current hot spot for discussing, studying, with the continuous hair of artificial intelligence and machine vision technique
There are many "smart" products helps and solves the problems, such as life of elderly person in exhibition innovation.Instantly the elderly's medication system for prompting is related
Product, major function is that timing voice is reminded, and being designed to medicine box can perceive that take the behavior of medicine old to determine
People whether medication, but can not determine whether medication, also can not determine whether administration time meets actual demand.
Summary of the invention
It is an object of the invention to overcome not determining whether medication in the prior art, can not also whether administration time be determined
The technical issues of meeting actual demand, provide one kind take medicine behavioral value based reminding method, detection system for prompting.
To achieve the above object, the behavioral value based reminding method The technical solution adopted by the invention is as follows: one kind is taken medicine, it is described
Method includes:
Detect the behavior act taken medicine and the temporal information taken medicine；
Judge the behavior act taken medicine and the time taken medicine whether meet the behavior of normally taking medicine of setting behavior act and
Temporal information；
According to judging result, prompt information is issued.
Further, behavior of completing to take medicine within the preset time of taking medicine determines to meet normally taking medicine behavior for setting.
Further, the behavior act taken medicine includes opening medicine-chest movement, is judged whether there is based on induction technology
Open medicine-chest movement.
Further, the behavior act taken medicine includes movement of taking medicine, and obtains eating for user based on kinect depth transducer
Medicine movement.
Further, described that movement of taking medicine is identified by motion recognition system.
Further, described when detecting the behavior act taken medicine before the preset time of taking medicine, judgement is unsatisfactory for setting
Normally take medicine behavior, issue prompt information.
Further, when detecting the behavior act taken medicine again after the normal behavior of taking medicine of the completion, determine discontented
The behavior of normally taking medicine set enough, issues prompt information.
Further, described when the arrival preset time of taking medicine not detecting the behavior act taken medicine, issue prompting of taking medicine
Information.
Further, described to take medicine in the time preset, setting, which is taken medicine, reminds frequency, is more than when reminding frequency, to determine
It is unsatisfactory for the behavior of normally taking medicine of setting, issues prompt information.
One kind is taken medicine behavioral value system for prompting, it is characterised in that: including
Detection module, behavior act for taking medicine and the temporal information taken medicine；
Whether judgment module, the behavior act for taking medicine meet the row of the behavior of normally taking medicine of setting with the time taken medicine
For movement and temporal information；
Cue module, for issuing prompt information according to judging result.
Further, the detection module includes Kinect sensor and/or photoelectric sensor.
Further, the judgment module includes timing unit, for setting the time taken medicine.
Further, the judgment module further includes counting unit, reminds frequency for setting to take medicine.
It further, further include reminding module, the reminding module is for issuing prompting message of taking medicine.
Further, the reminding module includes speech prompting device.
By the above-mentioned description of this invention it is found that compared with prior art, one kind provided by the invention is taken medicine behavioral value
Based reminding method, detection system for prompting, detect the behavior act taken medicine and the temporal information taken medicine；Judge the behavior act taken medicine and
Whether the time taken medicine meets the behavior act and temporal information of the behavior of normally taking medicine of setting；According to judging result, sending is mentioned
Show information, by kinect depth transducer and action recognition technical application prompting take medicine and detection system in, action recognition system
System can more accurately identify the representative meaning of movement, and row of taking medicine can more accurately be detected by opening to detect to be combined with medicine-chest
Whether to occur, more natural convenience is accustomed in the cognition that detection mode meets people, ensures user by the real-time transmission of exception information
It is healthy and safe.
Detailed description of the invention
Fig. 1 be the present invention take medicine behavioral value remind flow chart；
Fig. 2 is that the present invention is based on the feature extraction schematic diagrames of skeleton data；
Fig. 3 is slip window sampling schematic diagram of the present invention；
Fig. 4 takes medicine for timed reminding user in scene 1 of the present invention and detection system flow chart；
Fig. 5 is take medicine in advance in scene 2 of the present invention prompting and overhaul flow chart；
Fig. 6 is to repeat take medicine prompting and overhaul flow chart in scene 3 of the present invention；
Fig. 7 is that the present invention takes medicine behavioral value system for prompting block diagram.
Specific embodiment
The technical solution in the present invention is clearly and completely retouched below with reference to the attached drawing in the embodiment of the present invention
It states, it is clear that the described embodiments are merely a part of the embodiments of the present invention, instead of all the embodiments.
The behavioral value based reminding method as shown in Figure 1, one kind is taken medicine, the described method comprises the following steps:
S1: the behavior act taken medicine and the temporal information taken medicine are detected；
S2: judge whether the behavior act taken medicine and the time taken medicine meet the behavior act of the behavior of normally taking medicine of setting
And temporal information；
S3: according to judging result, prompt information is issued.
In the present embodiment, behavior of completing to take medicine within the preset time of taking medicine determines to meet normally taking medicine row for setting
For the behavior act taken medicine includes opening medicine-chest movement and movement of taking medicine, and is sent in the present embodiment by will be prompted to information
In contact person's mobile phone that user specifies, designated contact is prompted,
The built-in photoelectric sensor in medicine-chest then shows that medicine-chest is in open shape when photoelectric sensor experiences light
State indicates to exist and opens medicine-chest movement,
The behavior act that human body is obtained based on kinect depth transducer acquires human action by Kinect sensor
Depth image judges whether the human body bone comprising human action information, carried if comprising human action information by kinect
Frame extraction algorithm establishes space multistory three-dimensional coordinate, as shown in Fig. 2, the human body in each frame image is gone out 20 artis
Three-dimensional coordinate, feature extraction is carried out to the human skeleton data of acquisition, it is extracted to 20 artis in human skeleton model
In 11 artis, be respectively spinal joint point, center shoulder joint node, head, left/right shoulder joint, left/right elbow joint point, a left side/
Right hand joint point, left/right hip joint point, left/right knee joint point and left/right ankle-joint point, remaining artis are removed.By adjacent
One limbs of two artis composition, the artis close to joint of vertebral column are defined as father's artis, another is defined as sub- pass
Node.It is converted by coordinate system, world coordinate system is converted into local spherical coordinate system to indicate the relative position letter of each limbs
Breath with the angle of Z axis is m in spherical coordinate system using father's artis in each limbs as the origin of spherical coordinate system, is projected
It is n with the angle of X-axis on to XOY plane, the feature of a limbs can be expressed as (m, n), as shown in Fig. 2, 11 artis
Forming 10 limbs, i.e., the human skeleton data of each frame obtain the feature of 20 dimensions after carrying out feature extraction, and redundancy is smaller,
It can preferably expression act, since the movement of people in practice is continuous, and identify and need individual part segment, using sliding
Actual continuous action sequence truncation is to act segment one by one by window technique, as shown in figure 3, since the movement to be identified is held
The continuous time is shorter, and the window size of sliding window is set as 30 frames, and step-length is set as 10 frames；
By identifying movement of taking medicine to motion recognition system, the action sequence characteristic foundation extracted is acted into mould
Type carries out action recognition to feature data modeling using supporting vector machine model, and the movement that detect identification only has one kind to eat
Medicine movement, movement of taking medicine are instructed comprising putting in the mouth drug with two son movements of drinking water into using two category support vector machines
Practice and identify, identifies whether the behavior act to take medicine,
In the present embodiment, promptings of taking medicine also is carried out to user using timing speech prompting system, including clock system with
Language play back system, clock system are realized using DS1302 clock chip, remind frequency for setting the time taken medicine and taking medicine,
Language play back system is reminded to realize using ISD4004 voice module, wherein three kinds of voice reminders of typing, voice reminder 1: this is taken medicine
?；Voice reminder 2: the time of taking medicine is too early；Voice reminder 3: having eaten medicine,
The present invention is illustrated again below by way of specific situation:
Scene 1:
As shown in figure 4, when reach setting take medicine the time when, language play back system play voice reminder 1: this is taken medicine,
And recording played number, it is confirmed whether according to judging whether there is to open medicine-chest movement and judge whether to recognize movement of taking medicine
Completion is taken medicine behavior, is opened medicine-chest movement and recognizing if it exists and is taken medicine when acting, then this behavior act for taking medicine is complete
At language play back system is no longer reminded；If it does not exist open medicine-chest movement or it is unidentified to take medicine act when, setting voice
The alert interval time 10 minutes, repeat voice reminder 1 after ten minutes, when prompting number is more than 6 times, judgement is unsatisfactory for setting
Normally take medicine behavior, send the prompt information that do not take medicine in nominator's mobile phone.
Scene 2:
As shown in figure 5, no matter whether the time reaches taking medicine the time for setting, real-time judge is acted with the presence or absence of medicine-chest is opened
With judge whether to recognize movement of taking medicine, when not up to setting take medicine the time, judge exist open medicine-chest movement when, voice is broadcast
Place system plays voice reminder 2 automatically: taking medicine too early, if not recognizing movement of taking medicine, does not deal with；It takes medicine if recognizing
Movement, then explanation behavior of taking medicine have been completed, and determine normally the take medicine behavior, no longer taking medicine the time in setting that are unsatisfactory for setting
Voice reminder 1 is played, and the too early information that will take medicine is sent in nominator's mobile phone.
Scene 3:
As shown in fig. 6, user there may come a time when to forget to have eaten medicine after the completion of working as the behavior act taken medicine,
Real-time judge opens medicine-chest movement when judgement exists with the presence or absence of opening medicine-chest movement and judging whether to recognize movement of taking medicine
When, language play back system plays voice reminder 3 automatically: having eaten medicine, and if not recognizing movement of taking medicine, had not dealt with；
It takes medicine when acting if recognizing, determines the behavior of normally taking medicine for being unsatisfactory for setting, the information for repeating to take medicine is sent to nominator
In mobile phone, the movement that must carry out repeatedly taking medicine since drug sometimes is too many could be completed, and be set in recognize to take medicine and acted 10 minutes
It inside again identifies that movement of taking medicine, or exists to open after medicine-chest acts without judgement again and recognize movement of taking medicine again
Not as behavior of repeatedly taking medicine.
It takes medicine behavioral value system for prompting as shown in fig. 7, the present embodiment additionally provides one kind, including detection module 1, judgement
Module 2, cue module 3, reminding module 4, the detection module 1 detect the behavior act taken medicine and the temporal information taken medicine, institute
Stating detection module 1 includes Kinect sensor and photoelectric sensor, is by Kinect sensor and motion recognition system identification
No movement of taking medicine detects whether to exist and opens medicine-chest movement by photoelectric sensor, and judgment module 2 judges that the behavior taken medicine is dynamic
Make and time for taking medicine whether meet setting behavior of normally taking medicine behavior act and temporal information, judgment module 2 includes fixed
Shi Danyuan 21, timing unit 22, the timing unit 21 set the time taken medicine, and the setting of counting unit 22 takes medicine prompting frequently
Rate, timing unit 21 and timing unit 22 use clock system, and clock system uses DS1302 clock chip, take medicine for setting
Time and take medicine and remind frequency, cue module 3 issues prompt information according to judging result, and the sending of reminding module 4 is taken medicine
Prompting message, the reminding module use speech prompting device, and speech prompting device uses language play back system, language play back system
Using ISD4004 voice module, can three kinds of voice reminders of typing, voice reminder 1: this is taken medicine；Voice reminder 2: it takes medicine the time
It is too early；Voice reminder 3: having eaten medicine, is reminded according to specified context, and for details, reference can be made to 1~scenes of scene 3.
By the above-mentioned description of this invention it is found that compared with prior art, one kind provided by the invention is taken medicine behavioral value
Based reminding method, detection system for prompting, detect the behavior act taken medicine and the temporal information taken medicine；Judge the behavior act taken medicine and
Whether the time taken medicine meets the behavior act and temporal information of the behavior of normally taking medicine of setting；According to judging result, sending is mentioned
Show information, by kinect depth transducer and action recognition technical application prompting take medicine and detection system in, action recognition system
System can more accurately identify the representative meaning of movement, and row of taking medicine can more accurately be detected by opening to detect to be combined with medicine-chest
Whether to occur, more natural convenience is accustomed in the cognition that detection mode meets people, ensures user by the real-time transmission of exception information
It is healthy and safe.
It above are only several specific embodiments of the invention, but the design concept of the present invention is not limited to this, all benefits
It is made a non-material change to the present invention, should all be belonged to behavior that violates the scope of protection of the present invention with this design.
Claims (15)
- The behavioral value based reminding method 1. one kind is taken medicine, which is characterized in that the described method includes:Detect the behavior act taken medicine and the temporal information taken medicine；Judge whether the behavior act taken medicine and the time taken medicine meet behavior act and the time of the behavior of normally taking medicine of setting Information；According to judging result, prompt information is issued.
- 2. behavioral value based reminding method according to claim 1 of taking medicine, it is characterised in that: complete within the preset time of taking medicine The behavior of normally taking medicine for meeting setting is determined at behavior of taking medicine.
- 3. behavioral value based reminding method according to claim 1 of taking medicine, it is characterised in that: the behavior act packet taken medicine It includes and opens medicine-chest movement, judged whether there is based on induction technology and open medicine-chest movement.
- 4. behavioral value based reminding method according to claim 1 of taking medicine, it is characterised in that: the behavior act taken medicine includes eating Medicine movement, the movement of taking medicine of user is obtained based on kinect depth transducer.
- 5. behavioral value based reminding method according to claim 4 of taking medicine, it is characterised in that: described to pass through motion recognition system Identify movement of taking medicine.
- 6. behavioral value based reminding method according to claim 2 of taking medicine, it is characterised in that: described to take medicine the time preset Before when detecting the behavior act taken medicine, determine the behavior of normally taking medicine for being unsatisfactory for setting, issue prompt information.
- 7. behavioral value based reminding method according to claim 2 of taking medicine, it is characterised in that: the normal row of taking medicine of completion When detecting the behavior act taken medicine again for after, determines the behavior of normally taking medicine for being unsatisfactory for setting, issue prompt information.
- 8. behavioral value based reminding method according to claim 2 of taking medicine, it is characterised in that: described to reach preset take medicine When time does not detect the behavior act taken medicine, prompting message of taking medicine is issued.
- 9. behavioral value based reminding method according to claim 8 of taking medicine, it is characterised in that: described to take medicine the time preset Interior, setting, which is taken medicine, reminds frequency, is more than to determine the behavior of normally taking medicine for being unsatisfactory for setting when reminding frequency, issue prompt information.
- The behavioral value system for prompting 10. one kind is taken medicine, it is characterised in that: includingDetection module, behavior act for taking medicine and the temporal information taken medicine；Judgment module, the behavior whether behavior act for taking medicine meets the behavior of normally taking medicine of setting with the time taken medicine are dynamic Work and temporal information；Cue module, for issuing prompt information according to judging result.
- 11. behavioral value system for prompting according to claim 10 of taking medicine, it is characterised in that: the detection module includes Kinect sensor and/or photoelectric sensor.
- 12. behavioral value system for prompting according to claim 10 of taking medicine, it is characterised in that: the judgment module includes fixed Shi Danyuan, for setting the time taken medicine.
- 13. behavioral value system for prompting according to claim 12 of taking medicine, it is characterised in that: the judgment module further includes Counting unit reminds frequency for setting to take medicine.
- 14. behavioral value system for prompting according to claim 10 of taking medicine, it is characterised in that: it further include reminding module, institute State reminding module for issue take medicine prompting message.
- 15. behavioral value system for prompting according to claim 14 of taking medicine, it is characterised in that: the reminding module includes language Sound alarm set.
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| CN201811377955.3A CN109285329A (en) | 2018-11-19 | 2018-11-19 | One kind take medicine behavioral value based reminding method, detection system for prompting |
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| CN201811377955.3A CN109285329A (en) | 2018-11-19 | 2018-11-19 | One kind take medicine behavioral value based reminding method, detection system for prompting |
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| CN112016888A (en) * | 2020-08-21 | 2020-12-01 | 苏州三六零机器人科技有限公司 | Alarm clock reminding method, device, equipment and storage medium |
| CN112133066A (en) * | 2019-06-25 | 2020-12-25 | 珠海格力电器股份有限公司 | Reminding method, reminding system and storage medium for medicine taking event before meal |
| CN113113145A (en) * | 2021-04-14 | 2021-07-13 | 武汉玖燊科技有限公司 | Smart home old-age care service management integrated intelligent platform based on remote monitoring and video processing |
| CN113947873A (en) * | 2020-07-17 | 2022-01-18 | 青岛海尔洗衣机有限公司 | Timing reminding method and device and electronic equipment |
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