CN111345792A - Health monitoring method and device in sleep state and storage medium - Google Patents
Health monitoring method and device in sleep state and storage medium Download PDFInfo
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/024—Detecting, measuring or recording pulse rate or heart rate
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/08—Detecting, measuring or recording devices for evaluating the respiratory organs
- A61B5/0816—Measuring devices for examining respiratory frequency
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
- A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
- A61B5/1118—Determining activity level
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6887—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient mounted on external non-worn devices, e.g. non-medical devices
- A61B5/6891—Furniture
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/74—Details of notification to user or communication with user or patient ; user input means
- A61B5/7465—Arrangements for interactive communication between patient and care services, e.g. by using a telephone network
- A61B5/747—Arrangements for interactive communication between patient and care services, e.g. by using a telephone network in case of emergency, i.e. alerting emergency services
Abstract
The application discloses a health monitoring method and device in a sleep state and a storage medium, relates to the field of life monitoring, and aims to solve the problems that non-contact detection of physical sign signals cannot be realized and sleep activities of a user cannot be monitored. According to the method, a vibration acceleration signal is detected in real time through monitoring equipment which is not in contact with a user, the vibration acceleration signal is processed to obtain a displacement signal, and the displacement signal is sent to a cloud server so that the cloud server can process the displacement signal to obtain a physical sign signal. Therefore, the physical sign signal is monitored under the non-contact condition, and the experience of using the monitoring equipment by a user is improved.
Description
Technical Field
The present disclosure relates to the field of intelligent monitoring, and in particular, to a method and an apparatus for health monitoring in a sleep state, and a storage medium.
Background
In the prior art, the life monitoring equipment is realized by methods such as contact electrocardio monitoring and mouth-applied respiration monitoring, and the like, and has no non-contact monitoring capability, and the equipment operation needs professional skill training, so that the life signal monitoring of the sleep state in the conventional household environment cannot be realized. And the monitoring of signals such as the rhythm of the heart of sleep state under the conventional environment of family can be realized to the motion bracelet, still can't realize non-contact monitoring, the uncomfortable sense that wears when unable avoiding sleeping brings.
Disclosure of Invention
The embodiment of the application provides a health monitoring method and device in a sleep state and a storage medium. The method is used for solving the problems that non-contact detection of physical sign signals cannot be realized and the sleep activity of a user cannot be monitored. The physical sign signal monitoring device realizes monitoring of physical sign signals under the non-contact condition, and improves the experience of using the monitoring device for users.
In a first aspect, an embodiment of the present application provides a health monitoring method in a sleep state, where the method includes:
detecting a vibration acceleration signal in real time through a sensor; wherein the sensor is located on a bed of a user to be monitored;
performing time-domain-based integration processing on the vibration acceleration signal to obtain a displacement signal;
judging whether the displacement signal is greater than a preset value;
if not, storing the obtained displacement signal, and sending the stored displacement signal to a cloud server according to a data sending rule so that the cloud server processes the received displacement signal to obtain a physical sign signal;
and if so, sending the displacement signal and the displacement signal stored before to a cloud server so that the cloud server processes the received displacement signal to obtain a sign signal.
In a second aspect, an embodiment of the present application provides a health monitoring method in a sleep state, where the method includes:
receiving a displacement signal sent by monitoring equipment;
and processing the received displacement signal to obtain a physical sign signal.
In a third aspect, an embodiment of the present application provides a health monitoring apparatus in a sleep state, where the apparatus includes:
the detection module is used for detecting a vibration acceleration signal in real time through a sensor; wherein the sensor is located on a bed of a user to be monitored;
the first processing module is used for carrying out time domain-based integration processing on the vibration acceleration signal to obtain a displacement signal;
the first judgment module is used for judging whether the displacement signal is greater than a preset value or not;
the first sending module is used for storing the obtained displacement signal if the received displacement signal is not the same as the physical sign signal, and sending the stored displacement signal to the cloud server according to the data sending rule so that the cloud server processes the received displacement signal to obtain the physical sign signal;
and the second sending module is used for sending the displacement signal and the displacement signal stored before to the cloud server if the displacement signal and the displacement signal are stored before so that the cloud server can process the received displacement signal to obtain a sign signal.
In a fourth aspect, an embodiment of the present application provides a health monitoring apparatus in a sleep state, where the apparatus includes:
the receiving module is used for receiving the displacement signal sent by the monitoring equipment;
and the second processing module is used for processing the received displacement signal to obtain a physical sign signal.
In a fifth aspect, another embodiment of the present application further provides a computing device, including at least one processor; and;
a memory communicatively coupled to the at least one processor; the memory stores instructions executable by the at least one processor, and the instructions are executed by the at least one processor to enable the at least one processor to execute a health monitoring method in a sleep state provided by the embodiment of the application.
In a sixth aspect, another embodiment of the present application further provides a computer storage medium, where the computer storage medium stores computer-executable instructions, and the computer-executable instructions are configured to cause a computer to execute a health monitoring method in a sleep state in an embodiment of the present application.
According to the health monitoring method and device in the sleep state and the storage medium, the vibration acceleration signal is detected in real time through the monitoring equipment which is not in contact with the user, the vibration acceleration signal is processed to obtain the displacement signal, and the displacement signal is sent to the cloud server so that the cloud server processes the displacement signal to obtain the physical sign signal. The physical sign signal monitoring device realizes monitoring of physical sign signals under the non-contact condition, and improves the experience of using the monitoring device for users.
Additional features and advantages of the application will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by the practice of the application. The objectives and other advantages of the application may be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
Drawings
The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:
fig. 1 is a schematic diagram of an application scenario in an embodiment of the present application;
fig. 2 is a schematic flowchart of a health monitoring method in a sleep state according to an embodiment of the present application;
FIG. 3 is a schematic structural diagram of a monitoring device in an embodiment of the present application;
fig. 4 is a schematic flowchart of a health monitoring method in a sleep state according to an embodiment of the present application;
FIG. 5 is a schematic diagram of a health monitoring structure in a sleep state according to an embodiment of the present application;
FIG. 6 is a schematic diagram of a health monitoring structure in a sleep state according to an embodiment of the present application;
fig. 7 is a schematic structural diagram of a computing device according to an embodiment of the present application.
Detailed Description
In order to monitor the physical sign signal in a non-contact manner, embodiments of the present application provide a method, an apparatus, and a storage medium for health monitoring in a sleep state. In order to better understand the technical solution provided by the embodiments of the present application, the following brief description is made on the basic principle of the solution:
the vibration acceleration signals are detected in real time through monitoring equipment in non-contact with a user, the vibration acceleration signals are processed to obtain displacement signals, and the displacement signals are sent to a cloud server so that the cloud server can process the displacement signals to obtain sign signals. The physical sign signal monitoring device realizes monitoring of physical sign signals under the non-contact condition, and improves the experience of using the monitoring device for users.
Fig. 1 is a schematic view of a scenario in which monitoring of a vital sign signal is completed by the scheme provided in the embodiment of the present application. The scene includes a user 10, a monitoring device 11, a cloud server 12, an intelligent night light 13, and an intelligent device 14.
The monitoring device 11 acquires a vibration acceleration signal of a bed where the user is located due to micro-vibration of the bed caused by heartbeat or respiration and sleep activity of the user 10, processes the vibration acceleration signal to obtain a displacement signal, and the monitoring device 11 sends the displacement signal to the cloud server 12; alternatively, the monitoring device 11 receives a distress request that the user 10 triggers a one-touch distress key, and sends the distress request to the cloud server 12.
The cloud server 12 processes and analyzes the displacement signal after receiving the displacement signal to obtain a sign signal or analyze whether the displacement signal is a signal of getting up; if the cloud server 12 obtains the sign signal, analyzing the obtained sign signal to the intelligent device 14 for the user to check; if the cloud server 12 determines that the signal is a signal of getting up behavior, a request for turning on the light is sent to the intelligent night light 13 of the user 10; or, the user can send a call for help through the monitoring device 11, the monitoring device sends a call for help request to the cloud server 12, and the cloud server 12 sends a call for help information to the intelligent device 14 after receiving the call for help request sent by the monitoring device 11 so as to be timely rescued. The smart device 14 may be a mobile phone, a tablet computer, a notebook computer, or the like.
The following further describes a health monitoring method in a sleep state provided by a monitoring device side in the embodiment of the present application with reference to the drawings. Fig. 2 is a schematic flow chart of a health monitoring method in a sleep state, which includes the following steps:
step 201: detecting a vibration acceleration signal in real time through a sensor; wherein the sensor is located on the bed of the user to be monitored.
Step 202: and performing time domain-based integration processing on the vibration acceleration signal to obtain a displacement signal.
Step 203: and judging whether the displacement signal is larger than a preset value.
Wherein the preset value can be determined by a displacement signal generated when the user gets up.
Step 204: if not, the obtained displacement signal is stored, and the stored displacement signal is sent to the cloud server according to the data sending rule so that the cloud server can process the received displacement signal to obtain the physical sign signal.
The displacement signal can be sent to the cloud server according to preset time, and the displacement signal can also be sent to the cloud server according to the stored displacement signal.
Step 205: and if so, sending the displacement signal and the displacement signal stored before to a cloud server so that the cloud server processes the received displacement signal to obtain a sign signal.
And judging whether the displacement signal is greater than a preset value so as to judge whether the displacement signal is directly sent. Therefore, the physical sign signal is monitored under the non-contact condition, and the experience of using the monitoring equipment by a user is improved. Meanwhile, the sleep activity of the user is monitored.
In addition to the above functions, in the embodiment of the present application, the monitoring device further has a function of calling for help, which may be specifically implemented as steps a1-a 2:
step A1: and receiving a help-seeking request triggered by a one-key help-seeking key.
The monitoring equipment is provided with a one-key help calling case, and a user can call for help through the one-key in emergency.
Step A2: and sending the distress request to a cloud server so that the cloud server sends distress information to the intelligent equipment bound with the monitoring equipment.
Therefore, when the user has an emergency, the help-seeking information can be sent by triggering the one-key help-seeking key, and the safety of the user is guaranteed.
In one embodiment, the user may also trigger a distress request by way of a call. The monitoring equipment receives the voice of the user through the voice acquisition device, analyzes the semantic meaning of the voice into help calling through semantic analysis, and sends help calling information to the cloud server if the semantic meaning of the voice is the help calling.
The functions of the monitoring device are introduced above, and the structures corresponding to the functions of the monitoring device are described in detail below. As shown in fig. 3, the structure diagram of the monitoring device includes: a sensor 31, a processor 32, a wireless transmission module 33 and a distress key 34. Wherein, the sensor 31 is used for detecting a vibration acceleration signal; the processor 32 is configured to convert the vibration acceleration signal into a displacement signal, and determine whether the displacement signal is greater than a preset value; the distress key 34 can receive a distress request of a user; the wireless transmitting module 33 is configured to send the obtained signal and the distress request to the cloud server. The sensor 31 may be a micro-mechanical three-axis gyroscope, and the processor 32 may be a microprocessor, so that the monitoring device is composed of the micro-mechanical three-axis gyroscope and the microprocessor, and the volume of the monitoring device can be reduced.
The operations performed by the monitoring device are described above, and the operations performed by the cloud server are further described below. The health monitoring method in the sleep state provided by the cloud server side in the embodiment of the present application is further described below with reference to the accompanying drawings. Fig. 4 is a schematic flow chart of a health monitoring method in a sleep state, which includes the following steps:
step 401: and receiving a displacement signal sent by the monitoring equipment.
Step 402: and processing the received displacement signal to obtain a physical sign signal.
Therefore, the cloud server processes the displacement signal to obtain the physical sign signal, so that the physical sign signal is monitored under the non-contact condition, and the experience of a user in using the monitoring equipment is improved.
In the embodiment of the present application, the step 402 may be specifically implemented as:
filtering the received displacement signal through a heart rate signal filter to obtain a heart rate signal; the heart rate signal filter allows signals with preset heart rate frequency to pass through and filters signals except for the preset heart rate frequency; and/or the presence of a gas in the gas,
filtering the received displacement signal through a respiratory frequency signal filter to obtain a respiratory frequency signal; the respiratory frequency signal filter allows the signal of the preset respiratory frequency to pass through and filters out signals except the preset respiratory frequency.
The displacement signal may generate a heart rate signal, a respiratory rate signal, or both the heart rate signal and the respiratory rate signal.
Therefore, the heart rate signal and/or the respiratory rate signal are/is monitored under the non-contact condition, and the experience of a user using the monitoring equipment is improved.
In one embodiment, the cloud server processes the generated heart rate signal and/or respiratory rate signal to obtain a heart rate signal diagram and/or respiratory rate signal diagram and generate a health report for the heart rate signal diagram and/or respiratory rate signal diagram; and sending the obtained heart rate signal diagram, the obtained breathing frequency signal diagram and the obtained health report to intelligent equipment bound with the monitoring equipment. And displaying whether the heart rate and the breathing of the tested user are normal or not in the health report.
If the heart rate signal diagram, the breathing rate signal diagram and the health report are found to indicate early signs of a heart attack, the user is prompted to check for admission. The heart rate signal can be identified by calling a pre-trained heart disease identification model to obtain a result of whether the heart rate signal represents that the monitoring user has early signs of heart disease. The heart disease recognition model trained in advance is obtained by training the built heart disease recognition model in advance according to heart rate signal samples generated in the early stage of the heart disease and heart rate signal samples generated in the normal condition.
Therefore, the linkage of the monitoring equipment, the cloud server and the intelligent equipment is realized, the user experience is further improved, and meanwhile, the safety of the user is guaranteed.
In the embodiment of the application, by performing behavior recognition on the displacement signal, it can be determined whether the user needs to turn on the night light, which can be specifically implemented as steps C1-C2:
step C1: and calling a pre-trained behavior recognition model to recognize the displacement signal to obtain a result of whether the displacement signal represents that the monitoring user has the getting-up behavior.
The pre-trained behavior recognition model is obtained by training the constructed behavior recognition model in advance according to displacement signal samples generated by the getting-up behavior and displacement signal samples generated by the non-getting-up behavior.
Step C2: and if the identified result is that the waking up behavior exists, sending a light-on instruction to an intelligent night light bound with the monitoring equipment.
Like this, realized the linkage of monitoring facilities, high in the clouds server and intelligent night-light, further improved user's experience.
In addition to the above functions, in the embodiment of the application, when the cloud server receives a distress request sent by the monitoring device, distress information is sent to the intelligent device bound to the monitoring device according to the received distress request.
Therefore, linkage of the monitoring device, the cloud server and the intelligent device is achieved, and user experience is further improved.
Based on the same inventive concept, the embodiment of the application also provides a health monitoring device in a sleep state. As shown in fig. 5, the apparatus includes:
the detection module 501 is used for detecting a vibration acceleration signal in real time through a sensor; wherein the sensor is located on a bed of a user to be monitored;
a first processing module 502, configured to perform time-domain-based integration processing on the vibration acceleration signal to obtain a displacement signal;
a first determining module 503, configured to determine whether the displacement signal is greater than a preset value;
the first sending module 504 is configured to, if not, store the obtained displacement signal, and send the stored displacement signal to the cloud server according to a data sending rule, so that the cloud server processes the received displacement signal to obtain a physical sign signal;
and a second sending module 505, configured to send the displacement signal and a displacement signal stored before to the cloud server if the displacement signal and the displacement signal are stored before, so that the cloud server processes the received displacement signal to obtain a physical sign signal.
Further, the apparatus further comprises:
the receiving request module is used for receiving a help-seeking request triggered by a one-key help-seeking key;
and the sending request module is used for sending the distress request to a cloud server so that the cloud server sends distress information to the intelligent equipment bound with the monitoring equipment.
Based on the same inventive concept, the embodiment of the application also provides a health monitoring device in a sleep state. As shown in fig. 6, the apparatus includes:
the receiving module 601 is configured to receive a displacement signal sent by a monitoring device;
the second processing module 602 is configured to process the received displacement signal to obtain a physical sign signal.
Further, the second processing module 602 includes:
the heart rate signal processing unit is used for filtering the received displacement signal through a heart rate signal filter to obtain a heart rate signal; the heart rate signal filter allows signals with preset heart rate frequency to pass through and filters signals except for the preset heart rate frequency;
the respiratory frequency signal processing module is used for filtering the received displacement signal through a respiratory frequency signal filter to obtain a respiratory frequency signal; the respiratory frequency signal filter allows the signal of the preset respiratory frequency to pass through and filters out signals except the preset respiratory frequency.
Further, the apparatus further comprises:
the second judgment module is used for calling a pre-trained behavior recognition model to recognize the displacement signal and obtaining whether the displacement signal represents the result that the monitoring user has the getting-up behavior; the pre-trained behavior recognition model is obtained by training the constructed behavior recognition model in advance according to a displacement signal sample generated by the getting-up behavior and a displacement signal sample generated by the non-getting-up behavior;
and the instruction sending module is used for sending a light-on instruction to the intelligent night light bound with the monitoring equipment if the identification result is determined to be that the intelligent night light has the getting-up behavior.
Further, the apparatus further comprises:
the receiving request module is used for receiving a help-seeking request sent by the monitoring equipment;
and the information sending module is used for sending the help-seeking information to the intelligent equipment bound with the monitoring equipment according to the received help-seeking request.
Having described the method and apparatus for sleep state health monitoring in accordance with an exemplary embodiment of the present application, a computing apparatus in accordance with another exemplary embodiment of the present application is described.
As will be appreciated by one skilled in the art, aspects of the present application may be embodied as a system, method or program product. Accordingly, various aspects of the present application may be embodied in the form of: an entirely hardware embodiment, an entirely software embodiment (including firmware, microcode, etc.) or an embodiment combining hardware and software aspects that may all generally be referred to herein as a "circuit," module "or" system.
In some possible implementations, a computing device may include at least one processor, and at least one memory, according to embodiments of the application. Wherein the memory stores program code, which when executed by the processor, causes the processor to execute step 201 and step 205 of the method for monitoring health in sleep state according to various exemplary embodiments of the present application described above in this specification.
The computing device 70 according to this embodiment of the present application is described below with reference to fig. 7. The computing device 70 shown in fig. 7 is only an example and should not bring any limitations to the functionality or scope of use of the embodiments of the present application. The computing device may be, for example, a cell phone, a tablet computer, or the like.
As shown in fig. 7, computing device 70 is embodied in the form of a general purpose computing device. Components of computing device 70 may include, but are not limited to: the at least one processor 71, the at least one memory 72, and a bus 73 connecting the various system components (including the memory 72 and the processor 71).
The memory 72 may include readable media in the form of volatile memory, such as Random Access Memory (RAM)721 and/or cache memory 722, and may further include Read Only Memory (ROM) 723.
In some possible embodiments, the aspects of the method for health monitoring in a sleep state provided by the present application may also be implemented in the form of a program product, which includes program code for causing a computer device to perform the steps in the method for health monitoring in a sleep state according to various exemplary embodiments of the present application described above in this specification when the program product runs on the computer device, and perform the steps 201 and 205 as shown in fig. 2.
The program product may employ any combination of one or more readable media. The readable medium may be a readable signal medium or a readable storage medium. A readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the readable storage medium include: an electrical connection having one or more wires, a portable disk, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
The sleep state health monitoring method of the embodiment of the application can adopt a portable compact disc read only memory (CD-ROM) and comprises program codes, and can be operated on a computing device. However, the program product of the present application is not limited thereto, and in this document, a readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
A readable signal medium may include a propagated data signal with readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A readable signal medium may also be any readable medium that is not a readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Program code embodied on a readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Program code for carrying out operations of the present application may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user computing device, partly on the user equipment, as a stand-alone software package, partly on the user computing device and partly on a remote computing device, or entirely on the remote computing device or server. In the case of remote computing devices, the remote computing device may be connected to the user computing device through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computing device (e.g., through the internet using an internet service provider).
It should be noted that although several units or sub-units of the apparatus are mentioned in the above detailed description, such division is merely exemplary and not mandatory. Indeed, the features and functions of two or more units described above may be embodied in one unit, according to embodiments of the application. Conversely, the features and functions of one unit described above may be further divided into embodiments by a plurality of units.
Moreover, although the operations of the methods of the present application are depicted in the drawings in a sequential order, this does not require or imply that these operations must be performed in this order, or that all of the illustrated operations must be performed, to achieve desirable results. Additionally or alternatively, certain steps may be omitted, multiple steps combined into one step execution, and/or one step broken down into multiple step executions.
As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application 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 present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the application. 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 manner that causes the instructions stored in the computer-readable memory to 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.
While the preferred embodiments of the present application have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all alterations and modifications as fall within the scope of the application.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present application without departing from the spirit and scope of the application. Thus, if such modifications and variations of the present application fall within the scope of the claims of the present application and their equivalents, the present application is intended to include such modifications and variations as well.
Claims (10)
1. A method for health monitoring in a sleep state, the method comprising:
detecting a vibration acceleration signal in real time through a sensor; wherein the sensor is located on a bed of a user to be monitored;
performing time-domain-based integration processing on the vibration acceleration signal to obtain a displacement signal;
judging whether the displacement signal is greater than a preset value;
if not, storing the obtained displacement signal, and sending the stored displacement signal to a cloud server according to a data sending rule so that the cloud server processes the received displacement signal to obtain a physical sign signal;
and if so, sending the displacement signal and the displacement signal stored before to a cloud server so that the cloud server processes the received displacement signal to obtain a sign signal.
2. The method of claim 1, further comprising:
receiving a help-seeking request triggered by a one-key help-seeking key;
and sending the distress request to a cloud server so that the cloud server sends distress information to the intelligent equipment bound with the monitoring equipment.
3. A method for health monitoring in a sleep state, the method comprising:
receiving a displacement signal sent by monitoring equipment;
and processing the received displacement signal to obtain a physical sign signal.
4. The method according to claim 3, wherein the processing the received displacement signal to obtain the sign signal specifically includes:
filtering the received displacement signal through a heart rate signal filter to obtain a heart rate signal; the heart rate signal filter allows signals with preset heart rate frequency to pass through and filters signals except for the preset heart rate frequency; and/or the presence of a gas in the gas,
filtering the received displacement signal through a respiratory frequency signal filter to obtain a respiratory frequency signal; the respiratory frequency signal filter allows the signal of the preset respiratory frequency to pass through and filters out signals except the preset respiratory frequency.
5. The method of claim 3, further comprising:
calling a pre-trained behavior recognition model to recognize the displacement signal to obtain a result whether the displacement signal represents that the monitoring user has a getting-up behavior; the pre-trained behavior recognition model is obtained by training the constructed behavior recognition model in advance according to a displacement signal sample generated by the getting-up behavior and a displacement signal sample generated by the non-getting-up behavior;
and if the identified result is that the waking up behavior exists, sending a light-on instruction to an intelligent night light bound with the monitoring equipment.
6. The method of claim 4, further comprising:
receiving a distress request sent by monitoring equipment;
and sending distress information to the intelligent equipment bound with the monitoring equipment according to the received distress request.
7. A sleep state health monitoring apparatus, the apparatus comprising:
the detection module is used for detecting a vibration acceleration signal in real time through a sensor; wherein the sensor is located on a bed of a user to be monitored;
the first processing module is used for carrying out time domain-based integration processing on the vibration acceleration signal to obtain a displacement signal;
the first judgment module is used for judging whether the displacement signal is greater than a preset value or not;
the first sending module is used for storing the obtained displacement signal if the received displacement signal is not the same as the physical sign signal, and sending the stored displacement signal to the cloud server according to the data sending rule so that the cloud server processes the received displacement signal to obtain the physical sign signal;
and the second sending module is used for sending the displacement signal and the displacement signal stored before to the cloud server if the displacement signal and the displacement signal are stored before so that the cloud server can process the received displacement signal to obtain a sign signal.
8. A sleep state health monitoring apparatus, the apparatus comprising:
the receiving module is used for receiving the displacement signal sent by the monitoring equipment;
and the second processing module is used for processing the received displacement signal to obtain a physical sign signal.
9. A computer-readable medium having stored thereon computer-executable instructions for performing the method of any one of claims 1-6.
10. A computing device, comprising:
at least one processor; and a memory communicatively coupled to the at least one processor; wherein the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the method of any one of claims 1-6.
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| CN106937808A (en) * | 2017-04-12 | 2017-07-11 | 佛山市量脑科技有限公司 | A kind of data collecting system of intelligent mattress |
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| CN106937808A (en) * | 2017-04-12 | 2017-07-11 | 佛山市量脑科技有限公司 | A kind of data collecting system of intelligent mattress |
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