CN111951830B - Identification method, server, mobile phone, external equipment and system for baby crying - Google Patents
Identification method, server, mobile phone, external equipment and system for baby crying Download PDFInfo
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- CN111951830B CN111951830B CN202010607952.5A CN202010607952A CN111951830B CN 111951830 B CN111951830 B CN 111951830B CN 202010607952 A CN202010607952 A CN 202010607952A CN 111951830 B CN111951830 B CN 111951830B
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- 206010011469 Crying Diseases 0.000 title claims abstract description 241
- 238000000034 method Methods 0.000 title claims abstract description 57
- 238000012163 sequencing technique Methods 0.000 claims abstract description 4
- 238000012545 processing Methods 0.000 claims description 85
- 230000007613 environmental effect Effects 0.000 claims description 41
- 238000007619 statistical method Methods 0.000 claims description 12
- 238000004458 analytical method Methods 0.000 description 13
- 239000008267 milk Substances 0.000 description 5
- 210000004080 milk Anatomy 0.000 description 5
- 235000013336 milk Nutrition 0.000 description 5
- 235000003642 hunger Nutrition 0.000 description 3
- 238000010586 diagram Methods 0.000 description 2
- 208000022249 Sleep-Wake Transition disease Diseases 0.000 description 1
- 206010041349 Somnolence Diseases 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 235000013305 food Nutrition 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000012905 input function Methods 0.000 description 1
- 238000010801 machine learning Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 230000000474 nursing effect Effects 0.000 description 1
- 238000005457 optimization Methods 0.000 description 1
- 238000003672 processing method Methods 0.000 description 1
- 230000004622 sleep time Effects 0.000 description 1
- 230000001360 synchronised effect Effects 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
Abstract
The invention relates to a method, a server, a mobile phone, external equipment and a system for identifying baby crying. Mainly comprises the following steps: according to the probability of each crying cause obtained from the crying data of the baby, sequencing each crying cause according to the probability from big to small, and sequentially checking each crying cause, wherein the checking method comprises the following steps: judging whether the current crying reason accords with the actual environment condition data and the last processed record data or not, if the current crying reason accords with the actual environment condition data and the last processed record data, taking the current crying reason as a final identification result, and if the current crying reason does not accord with the actual environment condition data and the last processed record data, checking the next crying reason, and if all the crying reasons do not accord with the actual environment condition data and the last processed record data, finally obtaining the final identification result according to the actual environment data and the last processed record data. The invention has higher identification accuracy.
Description
Technical Field
The invention relates to the field of intelligent monitoring equipment, in particular to an identification method, a server, a mobile phone, external equipment and a system for baby crying.
Background
The conventional method for identifying the crying of the baby generally comprises collecting crying data of the baby, and obtaining the crying cause of the baby according to the crying data through a certain algorithm, wherein the crying of the baby may represent that the baby needs to be fed with milk or changed in diapers.
The traditional method for identifying the crying of the baby has the following defects: in the traditional algorithm, only the crying data of the baby is considered, namely, only the audio data are analyzed and compared, and then a corresponding conclusion is obtained. In practical application, the method has a certain accuracy, but more errors can occur. That is, the reason of the actual crying of the baby is inconsistent with the conclusion obtained by the traditional method for identifying the crying of the baby.
Disclosure of Invention
Based on this, it is necessary to provide a method for identifying cry of infants to further improve the accuracy of identification.
A method for identifying crying of an infant, comprising:
the probability of each cause of crying is obtained according to the crying data of the baby,
The crying causes are sorted according to the probability from big to small,
Sequentially checking each crying cause, wherein the checking method comprises the following steps: judging whether the current crying cause accords with the actual condition data of the environment and the last processed record data,
If the current crying cause accords with the environmental actual condition data and the last processed record data, the current crying cause is taken as a final identification result, the subsequent crying causes are not checked any more,
If the current crying cause does not accord with the actual condition data of the environment and the last processing record data, the next crying cause is checked,
If all crying causes do not accord with the actual condition data of the environment and the last processed record data, finally obtaining a final identification result according to the actual environment data and the last processed record data.
In the method, each crying cause is checked in turn, and the checking method comprises the following steps: judging whether the current crying cause accords with the actual condition data of the environment and the last processing record data. That is, the method of the invention does not simply give the probability of each crying cause, but comprehensively judges the real crying cause by combining the actual environment condition data and the last processed record data. Since the infant crying data may deviate to some extent due to the interference of the actual environment during the acquisition, the subsequent analysis of the infant crying data by the corresponding algorithm is interfered. That is, the probabilities of the respective crying causes by the corresponding algorithm may have errors, for example, the crying cause whose probability is arranged first may not be the actual crying cause of the infant. At this time, if the crying cause with the probability of being the first is simply sent to the user, the user is misled, and the user adopts an incorrect processing mode. According to the invention, the crying reasons are firstly ordered according to probability, then comprehensively judged one by one according to the environmental actual condition data and the last processed record data, and if one crying reason is found to accord with the judgment standard, the crying reason is sent to the user. The accuracy of the crying cause judged in this way is higher.
In one embodiment, the last process record data includes last time of feeding, last time of changing diapers, last time of sleeping, and last time of accompanying playing, and the environmental actual condition data includes temperature data and humidity data.
A server for identifying baby crying, wherein the server is used for executing operations corresponding to the method for identifying baby crying.
A method of treating infant crying, comprising:
Receiving a final identification result of the baby crying, wherein the final identification result of the baby crying is from the server,
Receiving record statistical analysis data and processing the record data last time,
And acquiring and transmitting the current processing record data obtained according to the final identification result.
A mobile phone for identifying baby crying is characterized in that an application program is stored in the mobile phone and used for executing operations corresponding to the baby crying processing method.
A method of treating infant crying, comprising:
Receiving a final identification result of the baby crying, wherein the final identification result of the baby crying is from the server,
The recording data of the last process is received,
Collecting and transmitting crying data of infants and actual condition data of the environment,
And acquiring and transmitting the current processing record data obtained according to the final identification result.
An external device for identifying baby crying, the external device is provided with software or an application program, and the software or the application program is used for executing operations corresponding to the method for processing baby crying.
A method of treating infant crying, comprising:
Obtaining infant crying data, environment actual condition data and last processing record data,
The probability of each cause of crying is obtained according to the crying data of the baby,
The crying causes are sorted according to the probability from big to small,
Sequentially checking each crying cause, wherein the checking method comprises the following steps: judging whether the current crying cause accords with the actual condition data of the environment and the last processed record data,
If the current crying cause accords with the environmental actual condition data and the last processed record data, the current crying cause is taken as a final identification result, the subsequent crying causes are not checked any more,
If the current crying cause does not accord with the actual condition data of the environment and the last processing record data, the next crying cause is checked,
If all the crying causes do not accord with the actual condition data and the recorded data of the environment, the final identification result is finally obtained according to the actual environment data and the last processed recorded data,
Transmitting the final identification result, the last processed record data and the record statistical analysis data,
Acquiring the record data of the current processing obtained according to the final identification result,
And storing the crying data of the baby, the final identification result and the current processing record data.
In one embodiment, the last process record data includes last time of feeding, last time of changing diapers, last time of sleeping, and last time of accompanying playing, and the environmental actual condition data includes temperature data and humidity data.
A system for identifying crying of baby comprises external equipment, server and mobile phone,
The external equipment is used for collecting and sending infant crying data and environment actual condition data to the server, the external equipment is used for receiving an infant crying final identification result, the infant crying final identification result is from the server, the external equipment is used for receiving last processing record data, and obtaining and sending the current processing record data obtained according to the final identification result to the server;
The server is used for acquiring infant crying data, environment actual condition data and processing record data of each time from the external equipment or the mobile phone,
The server is used for obtaining a final identification result, and the method for obtaining the final identification structure comprises the following steps: according to the probability of each crying cause obtained from the crying data of the baby, sequencing each crying cause according to the probability from big to small, and sequentially checking each crying cause, wherein the checking method comprises the following steps: judging whether the current crying cause accords with the environmental actual condition data and the last processed record data, if the current crying cause accords with the environmental actual condition data and the last processed record data, taking the current crying cause as a final identification result, and if the current crying cause does not accord with the environmental actual condition data and the last processed record data, checking the next crying cause, if all the crying causes do not accord with the environmental actual condition data and the last processed record data, finally obtaining a final identification result according to the actual environmental data and the last processed record data,
The server is used for sending the final identification result and the last processing record data to the external equipment,
The server is used for sending the final identification result, the last processing record data and the record statistical analysis data to the mobile phone,
The server is used for storing baby crying data, final identification results and processing record data of each time;
The mobile phone is used for receiving the final identification result of the baby crying, the final identification result of the baby crying comes from the server, the mobile phone is also used for receiving record statistical analysis data sent by the server and record data processed last time, and obtaining and sending the record data processed this time according to the final identification result to the server.
Drawings
Fig. 1 is a flowchart of a method for identifying crying of an infant according to an embodiment of the invention.
Fig. 2 is a schematic diagram of an identification system for crying of an infant according to an embodiment of the invention.
Fig. 3 is a schematic diagram of an external device according to an embodiment of the present invention.
Wherein:
1. crying real-time acquisition unit
2. Final identification result display area
3. Processing keys
4. Display area for last processed record data
5. Equipment start-stop and backlight control key
6. Environmental data sensor.
Detailed Description
In order that the above objects, features and advantages of the invention will be readily understood, a more particular description of the invention will be rendered by reference to the appended drawings. In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present invention. The present invention may be embodied in many other forms than described herein and similarly modified by those skilled in the art without departing from the spirit of the invention, whereby the invention is not limited to the specific embodiments disclosed below.
It will be understood that when an element is referred to as being "fixed to" another element, it can be directly on the other element or intervening elements may also be present. When an element is referred to as being "connected" to another element, it can be directly connected to the other element or intervening elements may also be present.
Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. The terminology used herein in the description of the invention is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention.
As shown in fig. 1, an embodiment of the present invention provides a method for identifying a baby crying, which includes:
s100, obtaining the probability of each crying reason according to the crying data of the baby. Here, existing algorithms can be applied to achieve the probability of obtaining the cause of each cry from the infant cry data.
And S200, sorting the crying reasons according to the probability from big to small.
S300, sequentially checking each crying cause, wherein the checking method comprises the following steps:
judging whether the current crying cause accords with the actual condition data of the environment and the last processing record data.
If the current crying cause accords with the environmental actual condition data and the last processed record data, the current crying cause is used as a final identification result, and the subsequent crying causes are not checked any more.
And if the current crying cause does not accord with the actual condition data of the environment and the last processing record data, checking the next crying cause.
If all crying causes do not accord with the actual condition data of the environment and the last processed record data, finally obtaining a final identification result according to the actual environment data and the last processed record data.
In the method, each crying cause is checked in turn, and the checking method comprises the following steps: judging whether the current crying cause accords with the actual condition data of the environment and the last processing record data. That is, the method of the invention does not simply give the probability of each crying cause, but comprehensively judges the real crying cause by combining the actual environment condition data and the last processed record data. Since the infant crying data may deviate to some extent due to the interference of the actual environment during the acquisition, the subsequent analysis of the infant crying data by the corresponding algorithm is interfered. That is, the probabilities of the respective crying causes by the corresponding algorithm may have errors, for example, the crying cause whose probability is arranged first may not be the actual crying cause of the infant. At this time, if the crying cause with the probability of being the first is simply sent to the user, the user is misled, and the user adopts an incorrect processing mode. According to the invention, the crying reasons are firstly ordered according to probability, then comprehensively judged one by one according to the environmental actual condition data and the last processed record data, and if one crying reason is found to accord with the judgment standard, the crying reason is sent to the user. The accuracy of the crying cause judged in this way is higher.
Specifically, the final recognition result may include: hunger, diaper changing, drowsiness, boring, body pain, cold, heat, etc.
Specifically, for example, the crying causes are sorted from high to low according to the probability, the crying cause with the highest probability is hungry, at this time, the crying cause is checked, the last processing record data is retrieved, the data shows that the user has not eaten within two hours, the environment actual condition data is retrieved, the environment actual condition data shows that the room temperature and the humidity are also in normal indexes, the check result is in accordance, and the final identification result is that the crying cause is hungry.
However, if the last processed record shows that food has been consumed within half an hour, it indicates that "crying" is due to hunger "contradicts" last processed record ". The test result is non-conforming. Then, the second probability of the cause of the crying sound is continuously checked. And so on until the conforming crying cause is analyzed.
If all the crying causes are analyzed in the above manner, the crying causes are found to be inconsistent with the last processing record data or the actual environment condition data. And finally, analyzing according to the actual condition data of the environment and the last processed record data to obtain a final identification result.
For example, all the causes of crying are not identical to the last processed record data or the actual environmental condition data after detection, and the cause of "boring" is not included in the respective causes of crying obtained according to the existing algorithm. At this time, the final recognition result is obtained by referring to the last processed record data or the environmental actual condition data. Specifically, the crying source is "boring" according to the analysis of the last processed record data, and the final identification result is that the crying source is "boring", so that parents are required to comfort babies.
Specifically, table 1 is referred to for possible causes of crying corresponding to the environmental actual condition data and the last processed record data.
TABLE 1
In this embodiment, the last processing record data includes last time of feeding, last time of changing diapers, last time of sleeping, and last time of accompanying playing, and the environmental actual condition data includes temperature data and humidity data.
Specifically, the last time of feeding is the last time of feeding or the last time of feeding.
Specifically, the last diaper changing time is a last diaper changing start time, a last diaper changing end time, or the like.
Specifically, the last sleep time is a last sleep start time or a last sleep end time, and the like.
Specifically, the time for accompanying the game is the last time of accompanying the game or the last time of accompanying the game.
Specifically, the temperature data is the temperature data of the room where the infant is located. The humidity data are humidity data of the room where the baby is located.
The embodiment of the invention also provides a server for identifying the baby crying, which is used for executing the operation corresponding to the method for identifying the baby crying. That is, in the server, corresponding operation instructions are stored, and operations corresponding to the method can be executed through the operation instructions, so as to obtain a final identification result.
The embodiment of the invention also provides a method for processing the crying of the baby, which comprises the following steps:
And receiving a final identification result of the baby crying, wherein the final identification result of the baby crying is from the server.
Record statistical analysis data is received and the record data is processed last time.
And acquiring and transmitting the current processing record data obtained according to the final identification result.
The embodiment of the invention also provides a mobile phone for identifying the baby crying, wherein the mobile phone stores an application program, and the application program is used for executing the operation corresponding to the method for processing the baby crying.
The embodiment of the invention also provides a method for processing the crying of the baby, which comprises the following steps:
And receiving a final identification result of the baby crying, wherein the final identification result of the baby crying is from the server.
The last processed record data is received.
And collecting and transmitting the crying data of the baby and the actual condition data of the environment.
And acquiring and transmitting the current processing record data obtained according to the final identification result. That is, after the user sees the final identification result, the user can take corresponding processing measures and record the processing measures to form the processing record data.
The embodiment of the invention also provides external equipment for identifying the baby crying, which is provided with software or an application program, wherein the software or the application program is used for executing the operation corresponding to the method for processing the baby crying.
Specifically, as shown in fig. 3, the external device may include a crying real-time acquisition unit, a screen, a control unit, a plurality of processing buttons, a device start-stop and backlight control button, an environmental data sensor, and the like. The crying real-time acquisition unit, the screen, the plurality of processing keys, the equipment starting and closing background light keys and the environment data sensor are respectively connected with the control unit.
The crying real-time acquisition unit is used for acquiring crying of the baby in real time and sending the crying to the server through the control unit.
The screen is provided with a plurality of display areas, wherein one area is used for displaying the final identification result of the crying reason. The other area is used for displaying the last processed record data.
The plurality of processing buttons may include a nursing button, a diaper changing button, a sleep button, a accompany playing button, and the like. These keys may be pressed after processing is completed to record the end time of the process and upload to the server. For example, when the infant crys and is identified by the server, the cause of the cry is found to be hunger, and the corresponding treatment mode is milk feeding. After the milk is fed, a milk feeding button can be pressed, so that the milk feeding ending time can be recorded, and the time is uploaded to a server, and the data is the processing record data.
The equipment start-stop and backlight control key is used for controlling the equipment start-stop and the backlight to be closed. Specifically, the short press is used for controlling the starting or the extinguishing of the background light, and the long press is used for controlling the starting and the stopping of the equipment.
The environmental data sensor may include a temperature sensor, a humidity sensor, and the like.
The embodiment of the invention also provides a method for processing the crying of the baby, which comprises the following steps:
And obtaining crying data of the baby, actual environment condition data and last processing record data.
The probability of each cause of crying is obtained according to the crying data of the baby.
And ordering the crying reasons according to the probability from big to small.
Sequentially checking each crying cause, wherein the checking method comprises the following steps: judging whether the current crying cause accords with the actual condition data of the environment and the last processing record data.
If the current crying cause accords with the environmental actual condition data and the last processed record data, the current crying cause is used as a final identification result, and the subsequent crying causes are not checked any more.
And if the current crying cause does not accord with the actual condition data of the environment and the last processing record data, checking the next crying cause.
If all the crying causes do not accord with the actual condition data and the recorded data of the environment, the final identification result is finally obtained according to the actual environment data and the last processed recorded data.
And sending the final identification result, recording data in the last processing and recording statistical analysis data.
And acquiring the current processing record data obtained according to the final identification result.
And storing the crying data of the baby, the final identification result and the current processing record data.
The embodiment of the invention also provides a system for identifying the crying of the baby, which comprises external equipment, a server and a mobile phone.
Specifically, as shown in fig. 2, the external device is configured to collect and send the infant crying data and the environmental actual condition data to the server, the external device is configured to receive an infant crying final identification result, where the infant crying final identification result is from the server, and the external device is configured to receive the last processing record data, and obtain and send the current processing record data obtained according to the final identification result to the server.
The server is used for acquiring infant crying data, environment actual condition data and processing record data of each time from the external equipment or the mobile phone,
The server is used for obtaining a final identification result, and the method for obtaining the final identification structure comprises the following steps: according to the probability of each crying cause obtained from the crying data of the baby, sequencing each crying cause according to the probability from big to small, and sequentially checking each crying cause, wherein the checking method comprises the following steps: judging whether the current crying reason accords with the environmental actual condition data and the last processed record data or not, if the current crying reason accords with the environmental actual condition data and the last processed record data, taking the current crying reason as a final identification result, and if the current crying reason does not accord with the environmental actual condition data and the last processed record data, checking the next crying reason, and if all the crying reasons do not accord with the environmental actual condition data and the last processed record data, finally obtaining the final identification result according to the actual environmental data and the last processed record data.
The server is used for sending the final identification result and the last processing record data to the external equipment.
The server is used for sending the final identification result, the last processing record data and the record statistical analysis data to the mobile phone.
The server is used for storing baby crying data, final identification results and processing record data of each time.
Specifically, the server stores the infant crying data, the final identification result and the processing record data of each time in a database. When the data is needed to be used, the server reads the corresponding data from the database.
The mobile phone is used for receiving the final identification result of the baby crying, the final identification result of the baby crying comes from the server, the mobile phone is also used for receiving record statistical analysis data sent by the server and record data processed last time, and obtaining and sending the record data processed this time according to the final identification result to the server.
The system of the invention is particularly applicable to:
1. The method comprises the steps of collecting crying audio data of a baby through external equipment, obtaining a final identification result through an intelligent analysis method, sending the final identification result to a database for storage, and sending the final identification result to a terminal (the external equipment and a mobile phone APP) for display.
2. The baby guardian can look up the last processing record data through the terminal (the external equipment and the mobile phone APP), and comprehensively judge the baby state according to the final identification result and the last processing record data.
3. The baby guardian can timely record the processing result through the terminal (external equipment and mobile phone APP) to form the processing record data, and the processing record data is transmitted to the analysis server and the database through the wireless module.
4. After receiving the processing record data, the analysis server performs machine learning according to the crying voice of the infant, the final identification result, the processing record data and the like, performs self-optimization, and improves analysis accuracy. The method comprises the steps of inputting the audio data of the baby crying, the final identification result and the processing record data obtained after the user processes according to the final identification result into an identification analysis algorithm as a series of data samples, and inputting the data each time into the analysis algorithm as a sample input algorithm, so that the number of the whole samples is increased, the sample ratio of the characteristics of the baby is increased, and a more comprehensive characteristic library is provided for later analysis, thereby improving the accuracy.
The invention increases the checking steps, so that the analysis is more personalized and intelligent, and the accuracy of the analysis result is improved.
The external equipment can be directly stuck to the baby crib head, the cry and the current environmental data of a baby can be collected and monitored in real time, meanwhile, the external equipment comprises an analysis data display function and a processing data input function, a mobile phone is not needed, a user can conveniently, timely and effectively check and record the processing data, the equipment data can be synchronized to a background server and a mobile phone APP through a wireless module, the external equipment has the characteristics of portability and instantaneity, the time of a baby guardian can be effectively saved, and the efficiency is improved.
The invention has the characteristics of economy and high efficiency, and has wide market prospect.
The technical features of the above-described embodiments may be arbitrarily combined, and all possible combinations of the technical features in the above-described embodiments are not described for brevity of description, however, as long as there is no contradiction between the combinations of the technical features, they should be considered as the scope of the description.
The above examples illustrate only a few embodiments of the invention, which are described in detail and are not to be construed as limiting the scope of the invention. It should be noted that it will be apparent to those skilled in the art that several variations and modifications can be made without departing from the spirit of the invention, which are all within the scope of the invention. Accordingly, the scope of protection of the present invention is to be determined by the appended claims.
Claims (8)
1. A method for identifying crying of an infant, comprising:
the probability of each cause of crying is obtained according to the crying data of the baby,
The crying causes are sorted according to the probability from big to small,
Sequentially checking each crying cause, wherein the checking method comprises the following steps: judging whether the current crying cause accords with the actual condition data of the environment and the last processed record data,
If the current crying cause accords with the environmental actual condition data and the last processed record data, the current crying cause is taken as a final identification result, the subsequent crying causes are not checked any more,
If the current crying cause does not accord with the actual condition data of the environment and the last processing record data, the next crying cause is checked,
And if all crying reasons do not accord with the environmental actual condition data and the last processing record data, finally obtaining a final identification result according to the environmental actual condition data and the last processing record data, wherein the last processing record data comprises the last time of feeding, the last time of changing a diaper, the last time of sleeping and the last time of accompanying playing, and the environmental actual condition data comprises temperature data and humidity data.
2. A server for identifying baby crying, characterized in that it is configured to perform operations corresponding to the method for identifying baby crying according to claim 1.
3. A method for treating infant crying, comprising:
Receiving a final identification of the infant's cry from the server of claim 2,
Receiving record statistical analysis data and processing the record data last time,
And acquiring and transmitting the current processing record data obtained according to the final identification result.
4. A mobile phone for identifying baby crying, wherein the mobile phone stores an application program for executing operations corresponding to the method for processing baby crying according to claim 3.
5. A method for treating infant crying, comprising:
Receiving a final identification of the infant's cry from the server of claim 2,
The recording data of the last process is received,
Collecting and transmitting crying data of infants and actual condition data of the environment,
And acquiring and transmitting the current processing record data obtained according to the final identification result.
6. An external device for identifying a baby cry, said external device having software or an application for performing the operations corresponding to the method for handling a baby cry according to claim 5.
7. A method for treating infant crying, comprising:
Obtaining infant crying data, environment actual condition data and last processing record data,
The probability of each cause of crying is obtained according to the crying data of the baby,
The crying causes are sorted according to the probability from big to small,
Sequentially checking each crying cause, wherein the checking method comprises the following steps: judging whether the current crying cause accords with the actual condition data of the environment and the last processed record data,
If the current crying cause accords with the environmental actual condition data and the last processed record data, the current crying cause is taken as a final identification result, the subsequent crying causes are not checked any more,
If the current crying cause does not accord with the actual condition data of the environment and the last processing record data, the next crying cause is checked,
If all the crying causes do not accord with the actual environmental condition data and the recorded data, the final identification result is finally obtained according to the actual environmental condition data and the last processed recorded data,
Transmitting the final identification result, the last processed record data and the record statistical analysis data,
Acquiring the record data of the current processing obtained according to the final identification result,
And storing infant crying data, a final identification result and the processing record data of the last time, wherein the processing record data of the last time comprises last time of feeding, last time of changing a diaper, last time of sleeping and last time of accompanying playing, and the environmental actual condition data comprises temperature data and humidity data.
8. A system for identifying crying of baby comprises external equipment, server and mobile phone,
The external equipment is used for collecting and sending infant crying data and environment actual condition data to the server, the external equipment is used for receiving an infant crying final identification result, the infant crying final identification result is from the server, the external equipment is used for receiving last processing record data, and obtaining and sending the current processing record data obtained according to the final identification result to the server;
The server is used for acquiring infant crying data, environment actual condition data and processing record data of each time from the external equipment or the mobile phone,
The server is used for obtaining a final identification result, and the method for obtaining the final identification structure comprises the following steps: according to the probability of each crying cause obtained from the crying data of the baby, sequencing each crying cause according to the probability from big to small, and sequentially checking each crying cause, wherein the checking method comprises the following steps: judging whether the current crying cause accords with the environmental actual condition data and the last processed record data, if the current crying cause accords with the environmental actual condition data and the last processed record data, taking the current crying cause as a final identification result, and if the current crying cause does not accord with the environmental actual condition data and the last processed record data, checking the next crying cause, if all the crying causes do not accord with the environmental actual condition data and the last processed record data, finally obtaining the final identification result according to the environmental actual condition data and the last processed record data,
The server is used for sending the final identification result and the last processing record data to the external equipment,
The server is used for sending the final identification result, the last processing record data and the record statistical analysis data to the mobile phone,
The server is used for storing baby crying data, final identification results and processing record data of each time;
The mobile phone is used for receiving the final identification result of the baby cry, the final identification result of the baby cry is from the server, the mobile phone is also used for receiving record statistical analysis data and last processing record data sent by the server, and obtaining and sending the current processing record data obtained according to the final identification result to the server; the last processing record data comprise last time of feeding, last time of changing diapers, last time of sleeping and last time of accompanying playing, and the environmental actual condition data comprise temperature data and humidity data.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010607952.5A CN111951830B (en) | 2020-06-30 | Identification method, server, mobile phone, external equipment and system for baby crying |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010607952.5A CN111951830B (en) | 2020-06-30 | Identification method, server, mobile phone, external equipment and system for baby crying |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN111951830A CN111951830A (en) | 2020-11-17 |
| CN111951830B true CN111951830B (en) | 2024-06-07 |
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