CN113689663B - System and method for monitoring infant emergency - Google Patents

System and method for monitoring infant emergency Download PDF

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Publication number
CN113689663B
CN113689663B CN202110898904.0A CN202110898904A CN113689663B CN 113689663 B CN113689663 B CN 113689663B CN 202110898904 A CN202110898904 A CN 202110898904A CN 113689663 B CN113689663 B CN 113689663B
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China
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infant
information
pronunciation information
data
emergency
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CN113689663A (en
Inventor
赵可成
吴衡
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Suzhou Aiyada Intelligent Technology Co ltd
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Zhejiang Chenyi Xinsheng Wulian Technology Co ltd
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    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02Alarms for ensuring the safety of persons
    • G08B21/0202Child monitoring systems using a transmitter-receiver system carried by the parent and the child
    • G08B21/0205Specific application combined with child monitoring using a transmitter-receiver system
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02Alarms for ensuring the safety of persons
    • G08B21/0202Child monitoring systems using a transmitter-receiver system carried by the parent and the child
    • G08B21/0225Monitoring making use of different thresholds, e.g. for different alarm levels
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02Alarms for ensuring the safety of persons
    • G08B21/0202Child monitoring systems using a transmitter-receiver system carried by the parent and the child
    • G08B21/0233System arrangements with pre-alarms, e.g. when a first distance is exceeded
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/18Status alarms
    • G08B21/182Level alarms, e.g. alarms responsive to variables exceeding a threshold
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/18Status alarms
    • G08B21/24Reminder alarms, e.g. anti-loss alarms
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B25/00Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
    • G08B25/01Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium
    • G08B25/08Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium using communication transmission lines
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/02Feature extraction for speech recognition; Selection of recognition unit
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/08Speech classification or search
    • G10L15/18Speech classification or search using natural language modelling
    • G10L15/1822Parsing for meaning understanding

Abstract

The specification discloses a system and a method for monitoring an infant emergency, wherein once target pronunciation information which is sent when the infant is presented is collected by wearable equipment worn on the infant, the target pronunciation information can be immediately sent to a data relay, the data relay can determine the infant emergency based on the received target pronunciation information, and a client installed in a terminal carried by a user can timely remind the user, so that the user can timely appear around the infant to care for the infant, thereby realizing effective monitoring of the infant emergency and ensuring health and safety of the infant.

Description

System and method for monitoring infant emergency
Technical Field
The present disclosure relates to the field of computer technology, and more particularly, to a system and method for monitoring an infant during an emergency event.
Background
Based on the increasing care degree of the nurser to the infants, a plurality of intelligent devices for the infants come to the end, the intelligent devices not only can help the nurser to know the growth conditions of the infants, but also can help the nurser to record the relevant data of the infants every day, and therefore great convenience is brought to the nurser in the process of daily caring for the infants.
In practical applications, there may be a case where the caregiver is temporarily not at the infant, and in such a case, there is a high possibility that an emergency such as the infant suddenly waking up and crying, belching, or even falling down from the bed may occur, and if the caregiver cannot timely attend to the infant at the time of the emergency, there may be a great influence on the physical health of the infant. However, there is currently no effective way to monitor these emergencies in a timely manner.
Therefore, how to effectively monitor an infant emergency to ensure that a caregiver can timely arrive at the infant for care when the infant emergency occurs is a problem to be solved urgently.
Disclosure of Invention
The present specification provides a system and a method for monitoring an infant emergency, so as to solve the problem that a caregiver cannot effectively monitor the infant emergency in the prior art.
The technical scheme adopted by the specification is as follows:
the present specification provides a system for monitoring an infant for an emergency event, the system comprising: the wearable device is worn on the infant, a plurality of signal receivers are arranged in the data relay, and for each signal receiver, the signal receiver is arranged in one direction of the data relay and used for collecting information sent from the direction;
the wearable device is used for acquiring pronunciation information of an infant, performing data analysis on the pronunciation information to identify whether the pronunciation information meets a preset pronunciation warning rule or not, if the pronunciation information is determined to meet the pronunciation warning rule, taking the pronunciation information as target pronunciation information, and sending the target pronunciation information to the data repeater based on a communication connection established between the target pronunciation information and the data repeater, wherein the target pronunciation information is used for representing sound information sent when the infant generates an emergency, the wearable device and the data repeater are different hardware devices, and the wearable device and the data repeater can be placed in different space areas with the distance not exceeding a set distance;
the data repeater is used for receiving target pronunciation information sent by the wearable device, determining that an emergency happens when the infant sends the target pronunciation information according to the target pronunciation information, determining the position of the infant in the whole space map as an incident position when the infant happens according to a pre-stored whole space map of a located area and the orientation of a signal receiver receiving the target pronunciation information in the data repeater, and sending alarm information for indicating that the infant happens to the emergency and the incident position to a terminal provided with the client when determining that the position of the terminal provided with the client does not exceed a communication distance threshold value capable of being communicated with the data repeater so as to remind a user carrying the terminal of the infant to happen to the emergency at the incident position through the client;
and the client acquires the incident position of the alarm information sent by the data repeater through a terminal carried by the user, and displays the alarm information and the incident position to the user for viewing.
Optionally, the wearable device extracts pronunciation features from the pronunciation information, and takes the pronunciation information as target pronunciation information if it is determined that the pronunciation features conform to the pronunciation warning rules;
wherein, the pronunciation alarm rule includes: at least one of a first alarm rule, a second alarm rule and a third alarm rule;
if the wearable device judges that the pronunciation volume corresponding to the pronunciation information is not smaller than a specified volume threshold, the wearable device recognizes that the pronunciation characteristics meet the first alarm rule;
if the wearable device judges that the fundamental tone frequency corresponding to the pronunciation information is not smaller than a specified frequency threshold value, the wearable device recognizes that the pronunciation characteristics meet the second alarm rule;
and if the wearable device judges that the information quantity of the vowel pronunciation information contained in the pronunciation information is not lower than a specified information quantity threshold value, recognizing that the pronunciation characteristics meet the third alarm rule.
Optionally, the system further comprises: a server;
the data relay sends the target pronunciation information and the incident position to the server when determining that the position of a terminal provided with the client exceeds a communication distance threshold value capable of communicating with the data relay;
and the server determines an emergency occurring when the infant sends the target pronunciation information through a preset semantic recognition model after receiving the target pronunciation information sent by the data repeater, and sends alarm information for indicating the emergency occurring to the infant and the incident position to the client through a mobile communication network.
Optionally, the server stores the target pronunciation information, and trains the semantic recognition model according to the stored target pronunciation information and other sample pronunciation information.
Optionally, the system further comprises: the image collector and the wearable device are in the same space;
the image collector receives indication information, adjusts an image collecting angle of the image collector according to the indication information, so as to capture process video data of the emergency event processed after the user goes to the infant, the process video data serve as an event reference video, and sends the event reference video to the server, wherein the indication information is received after the user is determined to respond to the alarm information;
the server receives the event reference video, analyzes the event reference video, determines the event type of the emergency, automatically labels the target pronunciation information according to the event type, and trains the semantic recognition model according to the labeled target pronunciation information.
Optionally, a display screen is arranged on the data repeater;
and according to a pronunciation library preset locally in the data repeater, determining an emergency event which occurs when the infant sends the target pronunciation information, and displaying alarm information for representing the emergency event on the display screen.
Optionally, in response to that the distance between the user carrying the terminal and the wearable device exceeds a set distance, the client displays, to the user, a riding device parking area near the current location of the user, where the riding device parking area includes: at least one of a parking area of the shared bicycle, a parking area of the shared electric bicycle;
the client is further used for showing a route for the riding device parking area to the user.
The present specification provides a method for monitoring an infant for an emergency event, comprising:
the method comprises the steps that wearable equipment collects pronunciation information of an infant, and the wearable equipment is worn on the infant;
performing data analysis on the pronunciation information to identify whether the pronunciation information meets a preset pronunciation warning rule or not;
if the pronunciation information is determined to accord with the pronunciation warning rule, the pronunciation information is used as target pronunciation information, the target pronunciation information is sent to the data repeater based on a communication connection established between the data repeater and the data repeater, so that the data repeater determines an emergency occurring when the infant generates the target pronunciation information according to the target pronunciation information, determines a position of the infant in the overall space map as an incident position when the infant generates the emergency according to a pre-stored overall space map of an area where the infant is located and an orientation of a signal receiver receiving the target pronunciation information in the data repeater, and sends warning information for indicating the occurrence of the emergency of the infant and the incident position to a terminal installed with a client when the position of the terminal installed with the client is determined not to exceed a communication distance threshold value capable of communicating with the data repeater, so that a user carrying the terminal with the client is reminded that the infant generates the emergency at the incident position, the target pronunciation information is used for indicating that the infant generates the emergency when the infant is located in the incident position, the data repeater is set for each wearable data receiver to send the data signal receiver, and the target pronunciation information is set in the data repeater area for the wearable data repeater, and the target data repeater is set for the data repeater.
The present specification provides a method for monitoring an infant for an emergency event, comprising:
the method comprises the steps that a data relay receives target pronunciation information sent by wearable equipment, the wearable equipment is worn on an infant, the target pronunciation information is sent to the data relay after the wearable equipment collects pronunciation information of the infant and judges that the pronunciation information accords with a preset pronunciation warning rule, the target pronunciation information is sent to the data relay through communication connection established between the wearable equipment and the data relay, the target pronunciation information is used for representing sound information sent when the infant generates an emergency, the wearable equipment and the data relay are different hardware equipment, the wearable equipment and the data relay can be placed in different space areas with a distance not exceeding a set distance, a plurality of signal receivers are arranged in the data relay, and each signal receiver is arranged in one direction of the data relay and used for collecting information sent from the direction;
according to the target pronunciation information, determining an emergency of the infant when the infant sends the target pronunciation information, and according to a pre-stored overall space map of a located area and the orientation of a signal receiver for receiving the target pronunciation information in the data repeater, determining the position of the infant when the emergency occurs in the overall space map as an incident position;
when the fact that the position of the terminal provided with the client does not exceed a communication distance threshold value capable of communicating with the data repeater is determined, alarm information used for indicating that the infant has the emergency and the incident position are sent to the terminal provided with the client, and therefore a user carrying the terminal is reminded of the occurrence of the emergency of the infant at the incident position through the client.
The present specification provides a method for monitoring an infant for an emergency event, comprising:
the client receives alarm information and an incident position for indicating that an infant has an emergency, the alarm information and the incident position are sent to the client by a data relay when the position of a terminal provided with the client does not exceed a communication distance threshold value which can be communicated with the data relay, after the data repeater receives the target pronunciation information sent by the wearable device, the information which is determined according to the target pronunciation information and is used for representing the emergency happening when the infant gives out the target pronunciation information, the target pronunciation information is the pronunciation information of the infant collected at the wearable device, and recognizing that the pronunciation information meets the preset pronunciation warning rule and then sending the pronunciation information to the data repeater, the target pronunciation information is sent by the wearable device to the data relay through a communication connection established between the wearable device and the data relay, the wearable device is worn on the infant, the wearable device and the data relay are different hardware devices, the wearable device and the data relay may be placed in different spatial regions that are spaced no more than a set distance apart, the data repeater is provided with a plurality of signal receivers, and for each signal receiver, the signal receiver is arranged at one direction of the data repeater and is used for collecting the information sent from the direction, the incident location is an overall spatial map of the area in which the data relay is located according to pre-stored, the orientation of a signal receiver for receiving the target pronunciation information in the data repeater determines the position of the infant in the overall space map when the emergency happens;
and displaying the alarm information and the incident position to a user carrying a terminal provided with the client so as to remind the user carrying the terminal that the infant has the incident at the incident position.
The technical scheme adopted by the specification can achieve the following beneficial effects:
in the system and the method for monitoring an infant emergency provided by the specification, wearable equipment wears an infant and collects pronunciation information of the infant, and then the wearable equipment can judge whether the collected pronunciation information meets a preset pronunciation warning rule or not, if the collected pronunciation information meets the preset pronunciation warning rule, the pronunciation information is used as target pronunciation information and the target pronunciation information is sent to a data repeater, the data repeater can determine the emergency of the infant when sending the target pronunciation information according to the received target pronunciation information, and determine the position of the infant in the whole space map as an incident position according to a pre-stored whole space map of an area where the infant is located and the orientation of the data repeater of a signal receiver receiving the target pronunciation information, and when the position of a terminal where a client is installed is determined not to exceed a communication distance threshold value capable of communicating with the data repeater. And sending alarm information for indicating that the infant has the emergency and the incident position to a client of the user, and reminding the user in a manner of displaying the alarm information through the client.
According to the system and the method, once the wearable device worn on the infant collects the target pronunciation information used for indicating that the infant generates an emergency, the target pronunciation information can be immediately sent to the data repeater, the data repeater can determine the emergency generated by the infant based on the received target pronunciation information, and timely reminds the user through the client installed in the terminal carried by the user, so that the user can timely appear at the body of the infant to take care of the infant, the state of the infant is effectively monitored, and the health and safety of the infant are guaranteed.
Drawings
The accompanying drawings, which are included to provide a further understanding of the specification and are incorporated in and constitute a part of this specification, illustrate embodiments of the specification and together with the description serve to explain the specification and not to limit the specification in a non-limiting sense. In the drawings:
FIG. 1 is a schematic diagram of a system for monitoring an infant for an emergency event according to the present disclosure;
FIG. 2 is a schematic flow chart of a method for monitoring an infant during an emergency event according to the present disclosure;
FIG. 3 is a schematic diagram of a system for monitoring an infant emergency provided with a server according to the present disclosure;
FIG. 4 is a schematic diagram of a client user showing a route to a riding device parking area as provided herein;
FIG. 5 is a schematic view of an apparatus for monitoring an infant during an emergency event provided herein;
FIG. 6 is a schematic diagram of an apparatus for monitoring an infant during an emergency event provided herein;
fig. 7 is a schematic view of an apparatus for monitoring an infant emergency provided herein.
Detailed Description
In order to make the objects, technical solutions and advantages of the present disclosure more clear, the technical solutions of the present disclosure will be clearly and completely described below with reference to the specific embodiments of the present disclosure and the accompanying drawings. It is to be understood that the embodiments described are only a few embodiments of the present disclosure, and not all embodiments. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments in the present specification without making any creative effort belong to the protection scope of the present specification.
In order to realize effective monitoring of an infant emergency and thus ensure health and safety of the infant, the present specification provides a system for monitoring the infant emergency, where the system includes a wearable device worn on the infant, a data relay for receiving pronunciation information sent by the wearable device, and a client installed in a terminal carried by a user, as shown in fig. 1.
Fig. 1 is a schematic diagram of a system for monitoring an infant during an emergency event provided herein.
In the system for monitoring the state of an infant provided in this specification, a wearable device may be worn on the infant (for example, at an arm) to collect pronunciation information issued by the infant and send the pronunciation information (i.e., target pronunciation information) meeting a preset pronunciation warning rule to a data relay. The data relay may be a separate device, i.e. the wearable device worn on the infant and the data relay may be two different hardware devices. The method comprises the steps of receiving target pronunciation information sent by wearable equipment through communication connection established between the wearable equipment and the wearable equipment, determining emergencies and incident positions of infants through the received target pronunciation information, and sending corresponding alarm information and the incident positions to a client of a user. After the client receives the alarm information and the incident position based on the relied terminal, the alarm information and the incident position can be displayed to the user, so that the user can timely return to the infant to take care of the infant, and the health condition of the infant is effectively guaranteed.
For convenience of description, the method for monitoring the status of an infant provided in the present specification will be described below mainly with a wearable device as an execution subject, and as for other devices in the entire system, the method will be described in a suitable place in the present specification.
The technical solutions provided by the embodiments of the present description are described in detail below with reference to the accompanying drawings.
Fig. 2 is a flow chart of a method for monitoring an infant during an emergency event, comprising the steps of:
s201: the wearable equipment collects pronunciation information of infants.
In this specification, a wearable device may be worn on an infant in a manner similar to a smart band, wherein the wearable device may be provided with a processor, a pronunciation information collector (e.g., a Microphone (MIC)), a communication module, and the like. The pronunciation information collector is used for collecting pronunciation information sent by the infant, the processor is used for processing the collected pronunciation information, and the communication module is used for sending the pronunciation information processed by the processor.
It should be noted that, in practical applications, an infant may also make a normal sound, that is, a sound that does not meet an unexpected condition, and the method for monitoring the infant condition provided in this specification is actually to acquire pronunciation information of the infant when the infant is in an unexpected condition, so that if all the acquired pronunciation information is sent to the data relay, the power consumption of the wearable device will certainly increase.
Therefore, in this specification, the wearable device may perform data analysis and filtering on the collected pronunciation information to send the pronunciation information satisfying the preset pronunciation warning rule to the data relay. The processor for screening the pronunciation information can be in various forms, for example, a common single chip microcomputer can be used (for example, an ARM, a cortix-M1 series can well realize local pronunciation information screening of the wearable device, the main frequency can be more than 40M, correspondingly, the RAM equipped in the wearable device can be more than 64K, and the ROM can be more than 128K). Therefore, the communication module in the wearable device can be dormant most of the time to save the electric quantity. Of course, other forms of microprocessors may suffice and are not illustrated in detail herein.
Of course, other devices, such as an acceleration sensor, a temperature sensor, etc., may also be provided on the wearable device. The acceleration sensor can acquire data of the infant when the body of the infant moves, when the infant has an emergency such as falling off the bed, the acceleration sensor can acquire corresponding sensing data in time and send the sensing data to the data relay, the data relay can determine the emergency when the infant falls off the bed through the acquired sensing data, and then corresponding warning information is sent to a client of a user, so that the user can get back to the body of the infant in time.
For the temperature sensor, when the body temperature of the infant rises to exceed the normal body temperature, the wearable device can acquire body temperature data of the infant through the temperature sensor and send the acquired body temperature data to the data repeater, the data repeater determines that the body temperature of the infant exceeds the normal body temperature through the received body temperature data, and then corresponding alarm information can be sent to a user, so that the user can get back to the body of the infant in time and take the infant to seek medical advice in time. The use of other sensors is not illustrated in this context.
The user mentioned in this specification may be a caregiver who takes care of an infant, such as a parent (e.g., a parent) of the infant, or a caregiver who takes care of the infant. And the wearable equipment mentioned above can be equipped with and set for the jack, and charging wire can be inserted to jack department to realize the charging of wearable equipment. Of course, the wearable device may also operate by mounting a battery.
Further, the external material of the wearable device may be made of plastic, metal material, etc., and certainly, for the convenience of wearing by the infant, a lighter and more flexible silicone material may also be used, and the external material of the wearable device is not limited in this specification.
In this specification, in order to further increase the alarm range for the infant, the data relay and the wearable device may be placed in different spatial areas that are not separated by a set distance, for example, the wearable device may be in a bedroom when the wearable device is worn on the infant, and the data relay may be placed in a living room, where the bedroom and the living room are different spatial areas. Therefore, the distance between the wearable device and the data relay does not exceed the set distance, if the distance is too long, the wearable device may not be in communication connection with the data relay, and accordingly, the acquired target pronunciation information cannot be sent to the data relay.
S202: and carrying out data analysis on the pronunciation information to identify whether the pronunciation information meets the preset pronunciation warning rule or not.
After the wearable device collects pronunciation information sent by the infant, the wearable device can perform data analysis on the pronunciation information to identify whether the collected pronunciation information meets a preset pronunciation warning rule or not, and if so, the collected pronunciation information can be sent to the data relay as target pronunciation information in a subsequent process. The pronunciation information conforming to the preset pronunciation warning rule can be understood as pronunciation information that the infant will give out when an emergency occurs, such as crying.
Specifically, the wearable device can extract corresponding pronunciation characteristics from the collected pronunciation information, and after the extracted pronunciation characteristics are determined to meet preset pronunciation warning rules, the collected pronunciation information is used as target pronunciation information. In practical applications, the infant cry often shows certain features, such as higher pitch, larger voice, and mostly vowels (such as cry in o). For these features, the pronunciation warning rules mentioned in this specification may include a first warning rule, a second warning rule, and a third warning rule. If the number of the alarm conditions is met, the pronunciation characteristics can be used as target pronunciation information, and the specific numerical value of the set condition number can be determined according to actual requirements, for example, the numerical value can be 1, namely, any one of the pronunciation characteristics can be met, or 3, namely, all alarm rules need to be met.
For the first alarm rule, if the wearable device determines that the pronunciation volume corresponding to the collected pronunciation information is not less than a specified volume threshold (e.g., 40 dB), it is recognized that the pronunciation feature extracted from the pronunciation information satisfies the first alarm rule, that is, if the volume corresponding to the collected pronunciation information is determined to be too large, it may be determined that the collected pronunciation information needs to be sent.
For the second alarm rule, if the wearable device determines that the pitch frequency corresponding to the collected pronunciation information is not less than a specified frequency threshold (e.g., 300 Hz), it is recognized that the pronunciation feature extracted from the pronunciation information satisfies the second alarm rule. That is, if it is determined that the pitch corresponding to the collected phonetic information is too high, it may be determined that the collected phonetic information needs to be transmitted.
For the third warning rule, if the wearable device determines that the information amount of the vowel pronunciation information included in the collected pronunciation information is not lower than the specified information amount threshold, it is recognized that the pronunciation feature extracted from the pronunciation information satisfies the third warning rule. That is, if it is determined that the collected pronunciation information includes vowel pronunciation information such as "o" and the duration of the vowel pronunciation information is too long (for example, more than 3000 ms) (if the duration is too long, the description information amount is too much), it may be determined that the collected pronunciation information needs to be sent.
S203: if the fact that the pronunciation information accords with the pronunciation warning rule is determined, the pronunciation information is used as target pronunciation information, the target pronunciation information is sent to the data repeater on the basis of communication connection established between the data repeater and the data repeater, so that the data repeater determines an emergency occurring when the infant generates the target pronunciation information according to the target pronunciation information, determines the position of the infant in the overall space map when the infant generates the emergency according to a pre-stored overall space map of a location area and the orientation of a signal receiver receiving the target pronunciation information in the data repeater, and uses the position as an incident position, and sends warning information for indicating the occurrence of the emergency of the infant and the incident position to a terminal installed with the client when the position of the terminal installed with the client is determined not to exceed a communication distance threshold value capable of communicating with the data repeater, so that a user carrying the terminal with the client is reminded that the infant has the emergency occurred at the incident position.
The wearable device can send the collected pronunciation information to the data repeater located in the working range as the target pronunciation information after determining that the collected pronunciation information meets the preset pronunciation warning rule. The wearable device can establish communication connection with the data relay through a preset communication mode of short-distance communication, for example, communication connection modes such as bluetooth, wiFi, radio Frequency (RF) and the like. Of course, the communication connection may also be established by means such as 4G, 5G, etc.
The data relay may be located at a suitable location not too far from the wearable device and the data relay may be directly connectable to a power source (e.g., a wall outlet) to remain operational. Because the data relay needs to perform semantic analysis on target pronunciation information sent by the wearable device after receiving the target pronunciation information to determine an emergency event occurring to an infant, some powerful processors can be arranged in the data relay, for example, a rui-core micro-installation android system is taken as an example, RK3128 can well implement a semantic analysis function, a main frequency can be above 800M, on the basis, a RAM which can be equipped in the data relay is above 1GB, and a ROM which can be equipped is above 4 GB. Other available processors are not illustrated in detail herein.
In this specification, the data relay may be provided locally with a preset pronunciation library, and the pronunciation library is used for performing semantic analysis on the received target pronunciation information by the data relay. Based on this, after receiving the target pronunciation information, the data repeater can determine an emergency occurring when the infant sends the target pronunciation information through the pronunciation library, and send the alarm information corresponding to the emergency to the client of the user.
For example, if the data relay determines that the infant may cry due to hunger through the pronunciation library, corresponding warning information may be sent to the client of the caregiver to remind the caregiver to return to the infant to feed the infant in time. For another example, if the data relay determines that the infant may cry due to defecation at this time through the pronunciation library, corresponding alarm information may be sent to the client of the caregiver to remind the caregiver to return to the infant in time to replace the diaper.
In this specification, a plurality of signal receivers are provided in the data relay, and for each signal receiver, the signal receiver is provided in one orientation of the data relay for collecting information transmitted from the orientation. That is, once the data relay is located at one position, the data relay can receive the information sent from each direction through each set signal receiver, and when the target pronunciation information is received through a certain signal receiver, the data relay can determine which position in the whole space map the received information comes from according to the corresponding orientation of the signal receiver by combining the preset whole space map and the position of the data relay in the whole space map.
Specifically, after the data repeater receives the target pronunciation information, the position of the signal receiver for receiving the target pronunciation information in the data repeater can be determined, so as to determine the orientation of the signal receiver in the data repeater. This orientation may be understood as the orientation of the signal receiver on the left side of the data repeater, i.e. the left side of the data repeater, assuming that a signal receiver is disposed on the left side of the data repeater, and accordingly the signal receiver will receive the information transmitted from the left side of the data repeater.
Then, the data relay may determine the location of the infant in the overall space map when the infant has the emergency as the incident location, based on the overall space map of the location area stored in advance and the orientation of the signal receiver receiving the target pronunciation information in the data relay, in combination with the location of the data relay in the overall space map.
The global spatial map is used to represent the overall area where the data relay and the wearable device are located, e.g., the global spatial map may be used to represent an indoor map, similar to a house type map. The overall space map may be pre-entered into the data relay by the user through the client, or automatically drawn according to the echo by the data relay through broadcasting radar signals, or determined based on the user's house type map, and the description does not limit how the overall space map is entered into the data relay.
The position of the data repeater itself in the overall space map may be determined based on a position directly indicated by the user in the overall space map, or may be a position where the data repeater itself is detected by the broadcast radar when the overall space map is stored in advance.
The function of determining the incident position is that the infant may crawl, so the infant may not be always maintained in a small area, and therefore, the user can know the position of the infant at which the emergency happens in time by determining the incident position and sending the incident position to the user.
In this specification, the data relay may send the determined alarm information and the determined incident position to a client of a user in various manners, such as bluetooth and WiFi. In practical applications, the data relay may be far away from the terminal supported by the client of the user, for example, when a parent goes to buy a menu, in which case the data relay may not be able to directly send the determined alarm information and the incident position to the client of the user.
Therefore, when the position of the terminal provided with the client is determined not to exceed the communication distance threshold value capable of communicating with the data relay, the data relay can send the alarm information and the incident position to the client, so that the client can timely obtain the emergency and the incident position of the infant and go to the incident position for processing.
Of course, the system for monitoring the status of an infant provided in this specification may further include a server, where the data relay may send the target pronunciation information to the server when receiving the target pronunciation information and determining that the location of the terminal where the client is installed exceeds a communication distance threshold value that can be communicated with the data relay, and the server may determine an emergency event that occurs at this time for the infant according to the target pronunciation information and send corresponding alarm information and an event location to the client of the user through a mobile communication network, as shown in fig. 3.
Fig. 3 is a schematic diagram of a system for monitoring an infant emergency provided with a server according to the present disclosure.
The data repeater does not need to send the target pronunciation information to the server under the condition that communication connection with a terminal carried by a user fails, and a stronger pronunciation library can be integrated in the server, so that under normal conditions, the data repeater can directly send the target pronunciation information to the server without processing the target pronunciation information, and the server determines corresponding alarm information and sends the alarm information to the client side so as to remind the user of returning to the infant.
The above-mentioned terminal carried by the user can be in various forms, such as a smart phone, a tablet computer, a bracelet, and the like. The present specification does not specifically limit the form of the terminal.
For the server, after receiving the target pronunciation information sent by the data relay, the server may input the target pronunciation information into a preset semantic recognition model to determine an emergency that occurs when the infant sends the target pronunciation information, and send alarm information indicating that the infant has the emergency and an event sending position determined by the data relay to the client of the user through the mobile communication network.
The semantic recognition model mentioned above may be trained in advance, for example, by adopting a supervised mode, and the specific training process is not described in detail here. It should be noted that, after receiving the target pronunciation information, the server may use the target pronunciation information as a training sample, that is, store the target pronunciation information, and train the semantic recognition model according to the stored target pronunciation information and other sample pronunciation information, thereby further improving the semantic recognition capability of the semantic recognition model.
In addition, in this specification, the data relay may also be provided with a display screen, and accordingly, after determining an emergency event that occurs when the infant and the young child utters the target pronunciation information through a locally preset pronunciation library, the data relay may display alarm information (which may include the incident position) indicating the emergency event on the display screen for the user to view. Of course, the data repeater may also be provided with an alarm device, and when it is determined that an emergency occurs to the infant, the alarm device may give an alarm sound to prompt the user to get back to the infant as soon as possible to take care of the infant.
According to the method, once the wearable device worn on the infant collects the target pronunciation information used for indicating that the infant generates the emergency, the target pronunciation information can be immediately sent to the data repeater, the data repeater can determine the emergency generated by the infant based on the received target pronunciation information, and the client installed in the terminal carried by the user can remind the user in time, so that the user can be present around the infant in time to take care of the infant, the state of the infant is effectively monitored, and the health and safety of the infant are guaranteed.
Meanwhile, the wearable equipment can screen the collected pronunciation information to send the pronunciation information capable of indicating that the infant has an emergency to the data repeater, so that the electric quantity of the wearable equipment can be effectively saved, and the endurance of the wearable equipment is improved.
In this specification, the client may prompt the user to view the alarm information or give an alarm to the user in a certain manner, except that the alarm information and the incident position are displayed to the user through the supported terminal, for example, after receiving the alarm information, the client may send an alarm sound or vibrate through the terminal to prompt the user to view the alarm information or prompt the user to return to the infant in time to take care of the infant.
Further, the user may be in a relatively noisy environment, which may cause the user to be unable to view the alarm information and the incident position in time, for example, when the user is cooking in a kitchen, the sound emitted by the cooking device and the sound emitted by the range hood are too loud, which may cause the user to be unable to view the alarm information and the incident position displayed by the client in time, or an alarm based on the alarm information.
For this situation, if the client determines that the user still does not respond to the alarm information after the set time, the terminal may be controlled to issue a larger-sound alarm to prompt the user. For example, if the user carries a terminal equipped with the client, the client monitors that the alarm information is displayed for a set time, and the distance between the user (i.e., the terminal) and the infant is not shortened, the client can determine that the user still does not respond to the alarm information after the set time; for another example, if a button for determining that the user responds to the warning information is arranged in the interface displayed by the client, the client may determine that the user still does not respond to the warning information after the set time elapses after monitoring that the warning information is displayed, and the user still does not click the button. Other ways are not necessarily illustrated herein.
In this specification, if the server determines that the current emergency of the infant belongs to the disease emergency through the target pronunciation information, the server searches out a hospital and a corresponding infant doctor near the current position of the user while determining the corresponding alarm information, and sends the list of the searched hospitals and infant doctors together with the alarm information and the event sending position to the client for display.
Furthermore, the list can show the searched hospitals and doctors of infants to the user, and can also be provided with the option of appointment registration, and after the user determines that the infants need to see a doctor, the user can quickly make appointment registration through the options so as to bring the infants to the doctor.
In this specification, there may be more than one client of a user bound to the data relay or the server, and different priorities may be set for each user, and after the alarm information and the event location are determined, the data relay or the server may first send the alarm information and the event location to the user with the highest priority according to the priority order of the priorities, and if it is determined that the user cannot timely return to the infant for care, continue to send the alarm information and the event location to other users according to the priority order. Of course, the data relay or the server may also send the alarm information and the event location to all relevant users after determining the alarm information and the event location.
In addition, the data relay, the server, or the client mentioned above may also have a function of predicting the occurrence of an emergency, taking the data relay as an example, the data relay may count the time of the occurrence of the emergency of the infant every day, and determine a corresponding time distribution or a corresponding time law, and then the data relay may send a prompt message to the client in advance according to the time distribution or the time law when determining the time of the occurrence of the emergency of the infant, and correspondingly, the client may display the prompt message so that the user can arrive at the infant in advance according to the prompt message, so as to process the emergency of the infant in time.
The system for monitoring the state of the infant provided by the specification can also be provided with an image collector (such as a camera), and the image collector can be located in the same space with the wearable device. If the infant wearing the wearable device is located in a bedroom, the image collector can be also arranged in the bedroom, and when the infant is determined to have an emergency, the data repeater or the server can also control the image collector to capture the image of the infant and collect corresponding video data. Then, the image collector can send the collected video data to the data relay or the server, so that the data relay or the server sends the collected video data and the determined alarm information to the client side to be displayed to the user for viewing.
Further, after it is determined that the user responds to the warning information and goes to the infant, the server or the data repeater may send instruction information to the image collector to instruct the image collector to continue to collect video data so as to capture process video data of the emergency processed by the user going to the infant as an event reference video, and finally send the collected event reference video to the server. The server can analyze the event reference video to determine the event type of the emergency event, automatically label the target pronunciation information according to the event type, and train the semantic recognition model according to the labeled target pronunciation information.
For example, if the server determines that the emergency event occurring to the infant is crying caused by hunger (a picture of the infant fed by the user is recorded in the video data) through the received event reference video, the server may label the target pronunciation information uploaded by the data relay as a hunger condition, and train the semantic recognition model in the server according to the label.
It should be noted that the image collector may be awakened only when the infant has the emergency event, and the image collector may be in a sleep state at other times, so as to protect the security of the personal privacy of the user. And once the server marks the target pronunciation information, the uploaded event reference video can be deleted, so that the privacy of the user is further protected.
In practical applications, the caretaker may be far away from the infant, for example, the caretaker goes out to buy vegetables. In this case, after the caregiver knows that the infant has an emergency, the caregiver needs to return to the infant to take care of the infant as soon as possible and in time.
Based on this, in this specification, when the client responds that the distance between the user carrying the terminal and the wearable device exceeds the set distance, the client may show the user a riding device parking area near the position where the user is currently located, where the riding device parking area may include: shared bicycle parking areas, shared electric bicycle parking areas, etc. At the same time, the client can also show the user a route to the riding device parking area, as shown in fig. 4.
Fig. 4 is a schematic diagram of a client user showing a route to a riding device parking area as provided by the present specification.
In fig. 4, the cycling device parking area is located at the bottom right of the user (southeast direction), and the client can show the user in the interface a route from where the user is currently located to the cycling device parking area. The user can go to this equipment of riding parking region fast according to this route to through being located the equipment of riding (like sharing bicycle) that this equipment of riding parking region was parked, the infant is looked after to quick returning home.
Of course, if there is a cooperative relationship with the platform providing the shared bicycle or the shared electric bicycle service, the client may also show the shared bicycle or the shared electric bicycle near the current location of the user to the user, so that the user can directly locate the specific shared bicycle or the shared electric bicycle, thereby quickly returning home to take care of the infant.
It should be noted that, the sensor data collected by other sensors of the wearable device may also be sent to the data relay after being stored for a certain time or after being stored to a certain data amount. For example, for an acceleration sensor in the wearable device, the acceleration sensor can collect sensor data of a falling infant and send the sensor data to the data relay in time, and can also collect sensing data of normal body movement of the infant such as normal turning over at any time.
It should be noted that the system for monitoring the state of the infant provided by the present specification can be applied to a variety of scenarios, for example, can be applied to a scenario in which a family cares the infant, the wearable device is worn on the infant, and the data relay is placed in a suitable location such as a bedroom or a living room at home, so that a parent or a caregiver can timely know about an emergency sent by the infant through a client installed in the terminal, thereby timely returning to the infant to care for the infant.
For another example, the system may also be used in a scene of a nursery center, the wearable device is also worn on the body of an infant, and the data relay may be placed in a corridor or other suitable position of the nursery center, so that when an emergency occurs to the infant, a caregiver located at a nursing and monitoring station of the nursery center may be timely notified, so that the caregiver may appear around the infant in time to take care of the infant in the emergency. In this scenario, the terminal for receiving the event information may be a computer or other device installed in the monitoring station. Of course, the system may also be applied in other scenarios, such as hospitals, etc., and will not be illustrated in detail here.
Based on the same idea, the present specification also provides a corresponding device for monitoring an infant emergency event, as shown in fig. 5, 6 and 7.
Fig. 5 is a schematic diagram of an apparatus for monitoring an infant emergency provided by the present specification, including:
the acquisition module 501: the device is used for collecting pronunciation information of an infant, and the device is worn on the infant;
the judging module 502 is configured to perform data analysis on the pronunciation information to identify whether the pronunciation information meets a preset pronunciation warning rule;
a sending module 503, configured to determine that the pronunciation information conforms to the pronunciation warning rule at the determining module 502, use the pronunciation information as target pronunciation information, and transmitting the target pronunciation information to the data relay based on a communication connection established with the data relay, so that the data repeater determines the emergency happening when the infant sends the target pronunciation information according to the target pronunciation information, and determining the position of the infant in the overall space map as an incident position when the infant has the emergency according to the overall space map of the pre-stored area and the orientation of the signal receiver for receiving the target pronunciation information in the data relay, and when it is determined that the terminal on which the client is installed is located at a position not exceeding a communication distance threshold enabling communication with the data relay, sending alarm information for indicating that the infant has the emergency and the incident position to a terminal provided with the client, to remind the user carrying the terminal that the infant has the emergency at the incident position through the client, the target pronunciation information is used for representing the voice information sent out when the infant has an emergency, the wearable device and the data relay are different hardware devices, the wearable device and the data relay can be placed in different spatial regions which are not more than a set distance apart, the data repeater is provided with a plurality of signal receivers, and for each signal receiver, the signal receiver is arranged in one direction of the data repeater and is used for collecting information sent from the direction.
Fig. 6 is a schematic diagram of an apparatus for monitoring an infant emergency provided by the present specification, including:
a receiving module 601, configured to receive target pronunciation information sent by a wearable device, where the wearable device is worn on an infant, the target pronunciation information is sent to the data relay after the wearable device collects pronunciation information of the infant and determines that the pronunciation information meets a preset pronunciation warning rule, the target pronunciation information is sent to the data relay through a communication connection established between the wearable device and the data relay, the target pronunciation information is used to represent sound information sent when the infant has an emergency, the wearable device and the data relay are different hardware devices, the wearable device and the data relay may be placed in different spatial areas with a distance not exceeding a set distance, and a plurality of signal receivers are provided in the data relay, and for each signal receiver, the signal receiver is provided in one orientation of the data relay and is used to collect information sent from the orientation;
a determining module 602, configured to determine, according to the target pronunciation information, an emergency that occurs when the infant sends the target pronunciation information, and determine, according to a pre-stored overall space map of a located area and an orientation of the data relay of a signal receiver that receives the target pronunciation information, a location of the infant in the overall space map when the infant occurs the emergency, as an incident location;
a sending module 603, configured to send, when it is determined that a location of a terminal where the client is installed does not exceed a communication distance threshold that enables communication with the data relay, alarm information indicating that the infant has the emergency and the incident location to the terminal where the client is installed, so as to remind, through the client, a user carrying the terminal that the infant has the emergency at the incident location.
Fig. 7 is a schematic diagram of an apparatus for monitoring an infant emergency provided by the present specification, including:
a receiving module 701, configured to receive alarm information indicating that an infant has an emergency and an incident position, the alarm information and the incident position are sent to the client by the data repeater when the position of the terminal provided with the client does not exceed the threshold value of the communication distance capable of communicating with the data repeater, after the data repeater receives the target pronunciation information sent by the wearable device, the information which is determined according to the target pronunciation information and is used for representing the emergency happening when the infant sends the target pronunciation information, the target pronunciation information is pronunciation information of the infant collected at the wearable device, and recognizing that the pronunciation information meets the preset pronunciation warning rule and then sending the pronunciation information to the data repeater, the target pronunciation information is sent by the wearable device to the data relay over a communication connection established with the data relay, the wearable device is worn on the infant, the wearable device and the data relay are different hardware devices, the wearable device and the data relay may be placed in different spatial regions that are spaced no more than a set distance apart, the data repeater is provided with a plurality of signal receivers, and for each signal receiver, the signal receiver is arranged at one direction of the data repeater and is used for collecting the information sent from the direction, the incident location is an overall spatial map of the area in which the data relay is located according to pre-stored, and the orientation of a signal receiver for receiving the target pronunciation information in the data repeater determines the position of the infant in the overall space map when the emergency happens;
a display module 702, configured to display the alarm information and the incident position to a user carrying a terminal equipped with the client, so as to remind the user carrying the terminal that the infant has the emergency at the incident position.
In the 90 s of the 20 th century, improvements in a technology could clearly distinguish between improvements in hardware (e.g., improvements in circuit structures such as diodes, transistors, switches, etc.) and improvements in software (improvements in process flow). However, as technology advances, many of today's process flow improvements have been seen as direct improvements in hardware circuit architecture. Designers almost always obtain the corresponding hardware circuit structure by programming an improved method flow into the hardware circuit. Thus, it cannot be said that an improvement in the process flow cannot be realized by hardware physical modules. For example, a Programmable Logic Device (PLD), such as a Field Programmable Gate Array (FPGA), is an integrated circuit whose Logic functions are determined by programming the Device by a user. A digital system is "integrated" on a PLD by the designer's own programming without requiring the chip manufacturer to design and fabricate application-specific integrated circuit chips. Furthermore, nowadays, instead of manually manufacturing an Integrated Circuit chip, such Programming is often implemented by "logic compiler" software, which is similar to a software compiler used in program development, but the original code before compiling is also written in a specific Programming Language, which is called Hardware Description Language (HDL), and the HDL is not only one kind but many kinds, such as abll (Advanced boot Expression Language), AHDL (alternate hard Description Language), traffic, CUPL (computer universal Programming Language), HDCal (Java hard Description Language), lava, lola, HDL, PALASM, software, rhydl (Hardware Description Language), and vhul-Language (vhyg-Language), which is currently used in the field. It will also be apparent to those skilled in the art that hardware circuitry for implementing the logical method flows can be readily obtained by a mere need to program the method flows with some of the hardware description languages described above and into an integrated circuit.
The controller may be implemented in any suitable manner, for example, the controller may take the form of, for example, a microprocessor or processor and a computer-readable medium storing computer-readable program code (e.g., software or firmware) executable by the (micro) processor, logic gates, switches, an Application Specific Integrated Circuit (ASIC), a programmable logic controller, and an embedded microcontroller, examples of which include, but are not limited to, the following microcontrollers: ARC 625D, atmel AT91SAM, microchip PIC18F26K20, and Silicone Labs C8051F320, the memory controller may also be implemented as part of the control logic for the memory. Those skilled in the art will also appreciate that, in addition to implementing the controller as pure computer readable program code, the same functionality can be implemented by logically programming method steps such that the controller is in the form of logic gates, switches, application specific integrated circuits, programmable logic controllers, embedded microcontrollers and the like. Such a controller may thus be regarded as a hardware component and the means for performing the various functions included therein may also be regarded as structures within the hardware component. Or even means for performing the functions may be regarded as being both a software module for performing the method and a structure within a hardware component.
The systems, apparatuses, modules or units described in the above embodiments may be specifically implemented by a computer chip or an entity, or implemented by a product with certain functions. One typical implementation device is a computer. In particular, the computer may be, for example, a personal computer, a laptop computer, a cellular telephone, a camera phone, a smartphone, a personal digital assistant, a media player, a navigation device, an email device, a game console, a tablet computer, a wearable device, or a combination of any of these devices.
For convenience of description, the above devices are described as being divided into various units by function, and are described separately. Of course, the functions of the various elements may be implemented in the same one or more software and/or hardware implementations of the present description.
As will be appreciated by one skilled in the art, embodiments of the present description may be provided as a method, system, or computer program product. Accordingly, the description may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the description may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The description has been presented with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the description. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
The memory may include forms of volatile memory in a computer readable medium, random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static Random Access Memory (SRAM), dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), read Only Memory (ROM), electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrases "comprising one of 8230; \8230;" 8230; "does not exclude the presence of additional like elements in a process, method, article, or apparatus that comprises that element.
As will be appreciated by one skilled in the art, embodiments of the present description may be provided as a method, system, or computer program product. Accordingly, the description may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the description may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and so forth) having computer-usable program code embodied therein.
This description may be described in the general context of computer-executable instructions, such as program modules, being executed by a computer. Generally, program modules include routines, programs, objects, components, data structures, etc. that perform particular tasks or implement particular abstract data types. The specification may also be practiced in distributed computing environments where tasks are performed by remote processing devices that are linked through a communications network. In a distributed computing environment, program modules may be located in both local and remote computer storage media including memory storage devices.
All the embodiments in the present specification are described in a progressive manner, and the same and similar parts among the embodiments are referred to each other, and each embodiment focuses on the differences from other embodiments. In particular, for the system embodiment, since it is substantially similar to the method embodiment, the description is simple, and for the relevant points, reference may be made to the partial description of the method embodiment.
The above description is only an example of the present specification, and is not intended to limit the present specification. Various modifications and alterations to this description will become apparent to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present specification should be included in the scope of the claims of the present specification.

Claims (7)

1. A system for monitoring an infant for an emergency event, the system comprising: the wearable device is worn on the infant, a plurality of signal receivers are arranged in the data relay, and for each signal receiver, the signal receiver is arranged in one direction of the data relay and used for collecting information sent from the direction;
the wearable device is used for acquiring pronunciation information of an infant, performing data analysis on the pronunciation information to identify whether the pronunciation information meets a preset pronunciation warning rule or not, if the pronunciation information is determined to meet the pronunciation warning rule, taking the pronunciation information as target pronunciation information, and sending the target pronunciation information to the data repeater based on a communication connection established between the target pronunciation information and the data repeater, wherein the target pronunciation information is used for representing sound information sent when the infant generates an emergency, the wearable device and the data repeater are different hardware devices, and the wearable device and the data repeater can be placed in different space areas with the distance not exceeding a set distance;
the data repeater is used for receiving target pronunciation information sent by the wearable device, determining that an emergency happens when the infant sends the target pronunciation information according to the target pronunciation information, determining the position of the infant in the whole space map as an incident position when the infant happens according to a pre-stored whole space map of a located area and the orientation of a signal receiver receiving the target pronunciation information in the data repeater, and sending alarm information for indicating that the infant happens to the emergency and the incident position to a terminal provided with the client when determining that the position of the terminal provided with the client does not exceed a communication distance threshold value capable of being communicated with the data repeater so as to remind a user carrying the terminal of the infant to happen to the emergency at the incident position through the client;
the client acquires the incident position of the alarm information sent by the data repeater through a terminal carried by the user, and displays the alarm information and the incident position to the user for viewing;
the system further comprises: a server;
the data relay sends the target pronunciation information and the incident position to the server when determining that the position of a terminal provided with the client exceeds a communication distance threshold value capable of communicating with the data relay;
the server determines an emergency occurring when the infant sends the target pronunciation information through a preset semantic recognition model after receiving the target pronunciation information sent by the data repeater, and sends alarm information for indicating the emergency occurring to the infant and the incident position to the client through a mobile communication network;
the server stores the target pronunciation information and trains the semantic recognition model through the stored target pronunciation information and other sample pronunciation information;
the system also comprises: the image collector and the wearable device are positioned in the same space;
the image collector receives indication information, adjusts an image collecting angle of the image collector according to the indication information, so as to capture process video data of the emergency event processed after the user goes to the infant, the process video data serve as an event reference video, and sends the event reference video to the server, wherein the indication information is received after the user is determined to respond to the alarm information;
the server receives the event reference video, analyzes the event reference video, determines the event type of the emergency, automatically labels the target pronunciation information according to the event type, and trains the semantic recognition model according to the labeled target pronunciation information.
2. The system of claim 1, wherein the wearable device extracts pronunciation features from the pronunciation information, and takes the pronunciation information as target pronunciation information if the pronunciation features are determined to meet the pronunciation warning rules;
wherein the pronunciation warning rule comprises: at least one of a first alarm rule, a second alarm rule and a third alarm rule;
if the wearable device judges that the pronunciation volume corresponding to the pronunciation information is not smaller than a specified volume threshold, the wearable device recognizes that the pronunciation characteristics meet the first alarm rule;
if the wearable device judges that the fundamental tone frequency corresponding to the pronunciation information is not smaller than a specified frequency threshold value, the wearable device recognizes that the pronunciation characteristics meet the second alarm rule;
and if the wearable device judges that the information amount of the vowel pronunciation information contained in the pronunciation information is not lower than a specified information amount threshold, recognizing that the pronunciation characteristics meet the third alarm rule.
3. The system of claim 1, wherein a display screen is provided on the data relay;
according to a pronunciation library preset locally in the data repeater, determining an emergency event which occurs when the infant sends the target pronunciation information, and displaying alarm information for representing the emergency event on the display screen.
4. The system of claim 1, wherein the client, in response to a distance between a user carrying the terminal and the wearable device exceeding a set distance, presents to the user a cycling device parking area near a location where the user is currently located, the cycling device parking area comprising: at least one of a parking area of the shared bicycle, a parking area of the shared electric bicycle;
the client is further used for showing a route going to the riding equipment parking area to the user.
5. A method for monitoring an infant for an emergency event, comprising the system of any of claims 1-4, and further comprising:
the method comprises the steps that wearable equipment collects pronunciation information of an infant, and the wearable equipment is worn on the infant;
performing data analysis on the pronunciation information to identify whether the pronunciation information meets a preset pronunciation warning rule;
if the pronunciation information is determined to accord with the pronunciation warning rule, the pronunciation information is used as target pronunciation information, the target pronunciation information is sent to the data repeater based on a communication connection established between the data repeater and the data repeater, so that the data repeater determines an emergency occurring when the infant generates the target pronunciation information according to the target pronunciation information, determines a position of the infant in the overall space map as an incident position when the infant generates the emergency according to a pre-stored overall space map of an area where the infant is located and an orientation of a signal receiver receiving the target pronunciation information in the data repeater, and sends warning information for indicating the occurrence of the emergency of the infant and the incident position to a terminal installed with a client when the position of the terminal installed with the client is determined not to exceed a communication distance threshold value capable of communicating with the data repeater, so that a user carrying the terminal with the client is reminded that the infant generates the emergency at the incident position, the target pronunciation information is used for indicating that the infant generates the emergency when the infant is located in the incident position, the data repeater is set for each wearable data receiver to send the data signal receiver, and the target pronunciation information is set in the data repeater area for the wearable data repeater, and the target data repeater is set for the data repeater.
6. The method of claim 5, wherein the method comprises:
the method comprises the steps that a data relay receives target pronunciation information sent by wearable equipment, the wearable equipment is worn on an infant, the target pronunciation information is sent to the data relay after the wearable equipment collects pronunciation information of the infant and judges that the pronunciation information accords with a preset pronunciation warning rule, the target pronunciation information is sent to the data relay through communication connection established between the wearable equipment and the data relay, the target pronunciation information is used for representing sound information sent when the infant generates an emergency, the wearable equipment and the data relay are different hardware equipment, the wearable equipment and the data relay can be placed in different space areas with a distance not exceeding a set distance, a plurality of signal receivers are arranged in the data relay, and each signal receiver is arranged in one direction of the data relay and used for collecting information sent from the direction;
according to the target pronunciation information, determining an emergency happening to the infant when the infant sends the target pronunciation information, and according to a pre-stored overall space map of a located area and the orientation of a signal receiver receiving the target pronunciation information in the data relay, determining the position of the infant in the overall space map when the infant happens to the emergency as an incident position;
when the fact that the position of the terminal provided with the client does not exceed a communication distance threshold value capable of communicating with the data repeater is determined, alarm information used for indicating that the infant has the emergency and the incident position are sent to the terminal provided with the client, and therefore a user carrying the terminal is reminded of the occurrence of the emergency of the infant at the incident position through the client.
7. The method of claim 5, comprising:
the client receives alarm information and an incident position for indicating that an infant has an emergency, the alarm information and the incident position are sent to the client by a data relay when a position of a terminal provided with the client does not exceed a communication distance threshold value which can be communicated with the data relay, after the data repeater receives the target pronunciation information sent by the wearable device, the information which is determined according to the target pronunciation information and is used for representing the emergency happening when the infant gives out the target pronunciation information, the target pronunciation information is the pronunciation information of the infant collected at the wearable device, and sends the pronunciation information to the data repeater after recognizing that the pronunciation information meets the preset pronunciation warning rule, the target pronunciation information is sent by the wearable device to the data relay through a communication connection established between the wearable device and the data relay, the wearable device is worn on the infant, the wearable device and the data relay are different hardware devices, the wearable device and the data relay may be placed in different spatial regions that are spaced no more than a set distance apart, the data repeater is provided with a plurality of signal receivers, and each signal receiver, the signal receiver is arranged at one direction of the data repeater and is used for collecting the information sent from the direction, the incident location is an overall spatial map of the area where the data relay is located according to pre-stored, and the orientation of a signal receiver for receiving the target pronunciation information in the data repeater determines the position of the infant in the overall space map when the emergency happens;
and displaying the alarm information and the incident position to a user carrying a terminal provided with the client so as to remind the user carrying the terminal that the infant has the incident at the incident position.
CN202110898904.0A 2021-08-05 2021-08-05 System and method for monitoring infant emergency Active CN113689663B (en)

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