CN113496776A - Wearable terminal, body temperature measuring method thereof and computer-readable storage medium - Google Patents
Wearable terminal, body temperature measuring method thereof and computer-readable storage medium Download PDFInfo
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- CN113496776A CN113496776A CN202010264814.1A CN202010264814A CN113496776A CN 113496776 A CN113496776 A CN 113496776A CN 202010264814 A CN202010264814 A CN 202010264814A CN 113496776 A CN113496776 A CN 113496776A
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Abstract
The embodiment of the invention discloses a method for measuring body temperature by a wearable terminal, which comprises the following steps: measuring the external environment temperature at least twice according to a preset time interval to obtain at least two external temperature measurement values; acquiring an actual external temperature value according to at least two external temperature values; measuring the body temperature of a user to obtain a body temperature measurement value; and calculating the actual body temperature value according to the actual external temperature value and the measured body temperature value. The invention can effectively improve the accuracy of measurement. The invention also provides a wearable terminal and a computer readable storage medium.
Description
Technical Field
The invention relates to the technical field of temperature measurement, in particular to a wearable terminal, a method for measuring body temperature of the wearable terminal and a computer-readable storage medium.
Background
With the development of science and technology, more and more functions are integrated on the wearable terminal, for example, a body temperature measurement function is added. Under different temperature environments, even though the human body has the same core body temperature, the temperature of the body surface is affected by the ambient temperature, so that the difference between the measured body surface temperature and the actual core body temperature is larger.
In order to improve the accuracy of measurement, the wearable terminal can measure the ambient temperature, and the ambient temperature and the measured body surface temperature are fitted to obtain the real body temperature of the user. However, some measured values of the ambient temperature of the usage scenario cannot accurately represent the current ambient temperature value, for example, the ambient temperature of the external environment changes greatly in a short time, and the temperature inside the wearable terminal needs a long time to approach the ambient temperature of the external environment. If the wearable terminal is used for body temperature measurement within a short time after the environmental temperature changes, the situation of inaccurate test can occur.
Disclosure of Invention
In view of the above, it is necessary to provide a wearable terminal and a method for measuring body temperature thereof, and a computer readable storage medium.
A method for measuring body temperature by a wearable terminal comprises the following steps: measuring the external environment temperature at least twice according to a preset time interval to obtain at least two external temperature measurement values; acquiring an actual external temperature value according to the at least two external temperature values; measuring the body temperature of a user to obtain a body temperature measurement value; and calculating the actual body temperature value according to the actual external temperature value and the body temperature measurement value.
A wearable terminal, comprising: the first measurement module is used for measuring the external environment temperature at least twice according to a preset time interval to obtain at least two external temperature measurement values; the acquisition module is used for acquiring an actual external temperature value according to the at least two external temperature values; the second measurement module is used for measuring the body temperature of the user and acquiring a body temperature measurement value; and the calculation module is used for calculating the actual body temperature value according to the actual external temperature value and the body temperature measurement value.
A wearable terminal, comprising: a processor, a memory and a measurement circuit, the processor being coupled to the memory and the measurement circuit, the memory having stored therein a computer program, the processor executing the computer program to implement the method as described above.
A computer-readable storage medium storing a computer program executable by a processor to implement a method as described above.
The embodiment of the invention has the following beneficial effects:
the actual value of outside temperature is obtained through at least two outside temperature values obtained by measuring the outside environment temperature at least twice according to the preset time interval, the actual value of body temperature is calculated according to the actual value of outside temperature and the actual value of body temperature, the problem that the error of the actual value of body temperature calculated due to the fact that the difference between the measured value of outside temperature and the actual value of outside temperature is large, and the accuracy of measurement can be effectively improved can be avoided.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Wherein:
fig. 1 is a schematic flow chart of a first embodiment of a method for measuring body temperature by a wearable terminal according to the present invention;
fig. 2 is a schematic flowchart of a second embodiment of a method for measuring body temperature by a wearable terminal according to the present invention;
fig. 3 is a schematic flowchart of a method for measuring body temperature by a wearable terminal according to a third embodiment of the present invention;
fig. 4 is a schematic structural diagram of a first embodiment of the wearable terminal provided by the present invention;
fig. 5 is a schematic structural diagram of a second embodiment of the wearable terminal provided by the present invention;
FIG. 6 is a schematic structural diagram of an embodiment of a computer-readable storage medium provided by the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In order to improve the measurement accuracy, the wearable terminal can measure the ambient temperature before or at the same time of measuring the body temperature of the user, and the ambient temperature and the measured body surface temperature are fitted to obtain the real body temperature of the user. However, if the wearable terminal is used for body temperature measurement within a short time after the environmental temperature changes, an inaccurate test may occur.
In this embodiment, in order to solve the above problem, a method for measuring a body temperature by a wearable terminal is provided, which can effectively improve accuracy of a measurement result.
Referring to fig. 1, fig. 1 is a schematic flowchart illustrating a method for measuring body temperature by a wearable terminal according to a first embodiment of the present invention. The method for measuring the body temperature by the wearable terminal comprises the following steps:
s101: and measuring the external environment temperature at least twice according to a preset time interval to obtain at least two external temperature measurement values.
In a specific implementation scenario, a temperature sensor is disposed in the wearable terminal, and is configured to measure an external environment temperature of an environment where the wearable terminal is located. The wearable terminal further comprises a housing, and the temperature sensor is arranged in the housing. When the external environment temperature of wearable terminal changes, because the shell has certain heat preservation effect for the inside temperature variation of shell of wearable terminal is comparatively slow, thereby is located the outside temperature measurement numerical value that the inside temperature sensor of shell measured, is the inside temperature numerical value of shell in fact. Therefore, when the external environment temperature of the wearable terminal is greatly changed in a short time, the temperature value inside the shell can change along with the time until the external environment temperature changes into the actual external environment temperature value.
In this implementation scenario, the external environment temperature is measured at least twice according to a preset time interval, and at least two external temperature measurement values are obtained, where the preset time interval may be defined by a user, and may be modified according to a measurement requirement, for example, 1 minute, 2 minutes, and the like. During the time of the at least two measurements, the temperature value inside the housing is in a time-varying state.
In this implementation scenario, the external environment temperature is measured twice at preset time intervals to obtain two external temperature values D1 and D2, and in other implementation scenarios, the external environment temperature may be measured multiple times, for example, three times, five times, ten times, and the like, at preset time intervals.
S102: and acquiring an actual external temperature value according to the at least two external temperature values.
In this embodiment, the variation trend of the temperature value inside the housing is predicted according to the two external temperature values D1 and D2, for example, the external temperature predicted value after a preset time length is predicted according to at least two external temperature measurement values, and the internal temperature value of the housing after the preset time length is changed to the same or similar value of the actual external temperature. And taking the predicted value of the internal temperature of the shell after the preset time length, namely the predicted value of the external temperature, as the actual value of the external temperature.
Further, a prediction algorithm model, such as a neural network model or a function model, may be preset, and two external temperature values may be input into the prediction algorithm model, so that the internal temperature value of the housing after a preset time period may be predicted according to the variation trend between the external temperature values D1 and D2.
S103: and measuring the body temperature of the user to obtain a body temperature measurement value.
In this implementation scene, be provided with infrared ray sensor in the wearable terminal, acquire the infrared ray of user's body surface through infrared ray sensor, calculate body temperature measurement numerical value according to the infrared ray of body surface. In other implementation scenarios, a contact temperature sensor can be further arranged in the wearable terminal, and the body temperature of the user is measured through the contact temperature sensor to obtain a body temperature measurement value.
In this implementation scenario, step S103 and step S101 may be executed synchronously or sequentially, for example, step S103 is executed first or step S101 is executed first.
S104: and calculating the actual body temperature value according to the actual external temperature value and the measured body temperature value.
In the implementation scene, the actual body temperature value is obtained by calculating according to the actual external temperature value and the measured body temperature value. For example, a body temperature calculation model, such as a neural network model, may be preset, and the external temperature actual value and the body temperature measurement value are input into the body temperature calculation model, and the body temperature calculation model outputs the body temperature actual value. Or fitting operation can be carried out according to the actual external temperature value and the body temperature measurement value to obtain the actual body temperature value.
It can be known through the above description, in this embodiment, through according to carry out two at least outside temperature numerical values that two at least measurements were obtained to outside ambient temperature according to preset time interval and obtain outside temperature actual value, calculate body temperature actual value according to outside temperature actual value and body temperature measurement numerical value, can avoid because the outside temperature of wearable terminal changes in the short time when great, the inside temperature variation of wearable terminal is comparatively slow, outside temperature measurement numerical value and the actual numerical value difference of outside temperature that the inside temperature sensor of wearable terminal measured are great, the great problem of the actual numerical value error of body temperature of calculation that arouses, can effectively promote measuring accuracy.
Referring to fig. 2, fig. 2 is a flowchart illustrating a method for measuring body temperature by a wearable terminal according to a second embodiment of the present invention. The method for measuring the body temperature by the wearable terminal comprises the following steps:
s201: and measuring the external environment temperature at least twice according to a preset time interval to obtain at least two external temperature measurement values.
In a specific implementation scenario, step S201 is substantially the same as step S101 in the first embodiment of the method for measuring a body temperature of a wearable terminal provided by the present invention, and details are not repeated here.
S202: a temperature prediction mathematical model is determined from the at least two external temperature measurement values.
In the implementation scenario, the variation trend of the temperature inside the shell of the wearable terminal is judged according to at least two external temperature measurement values, and the temperature prediction mathematical model is determined according to the variation trend. The temperature prediction mathematical model may be a neural network model or a functional model. Specifically, a plurality of temperature prediction mathematical models may be prepared in advance, and an appropriate temperature prediction mathematical model may be selected according to the change tendency.
In this implementation scenario, the temperature prediction mathematical model is a power function model.
Specifically, the expression of the power function model is:
y＝axb
where a and b are two parameters related to the temperature characteristics of the structure, x is the measurement time, and y is the external temperature measurement value or the external temperature prediction value.
S203: and inputting the at least two external temperature measurement values and the measurement time corresponding to the at least two external temperature measurement values into the temperature prediction mathematical model, and determining the calculation parameters of the temperature prediction mathematical model.
In this implementation scenario, the temperature prediction mathematical model is a power function model of the above. Recording the measurement time T1 and T2 of two times of measurement, acquiring two external temperature measurement values D1 and D2 corresponding to the measurement time T1 and T2 respectively, substituting T1 and D1, and T2 and D2 into the expression of the power function model respectively, and calculating specific values of parameters a and b related to the temperature characteristic of the structure.
In other implementations, the temperature prediction mathematical model is a neural network model. Measuring the external environment temperature for multiple times according to a preset time interval, recording the measuring time of the multiple times of measurement and a plurality of external temperature measuring values obtained by the multiple times of measurement, inputting the external temperature measuring values and the measuring time corresponding to the external temperature measuring values into a neural network model in pairs, training the neural network model, adjusting the parameters of the neural network model, and obtaining the trained neural network model.
S204: and substituting the preset time length into the temperature prediction mathematical model to obtain an external temperature prediction numerical value.
In the present implementation scenario, the preset time period is obtained empirically by the user, such as 30 minutes, 40 minutes, 45 minutes, and so on. The temperature prediction mathematical model is the above power function model, and after the specific values of the parameters a and b related to the structure temperature characteristics are calculated in step S203, a preset time length, for example, 30 minutes, is substituted into the power function model to calculate the y value in the power function model, where the y value is the external temperature prediction value.
In other implementation scenarios, the temperature prediction mathematical model is a neural network model, and after the training in step S203, the preset time duration is input into the trained neural network model, and the trained neural network model outputs an output corresponding to the preset time duration, where the output is a partial temperature prediction value.
S205: and measuring the body temperature of the user to obtain a body temperature measurement value.
S206: and calculating the actual body temperature value according to the actual external temperature value and the measured body temperature value.
In this implementation scenario, steps S205 to S206 are substantially the same as steps S103 to S104 in the first embodiment of the method for measuring a body temperature of a wearable terminal provided by the present invention, and are not described herein again.
According to the above description, the temperature prediction mathematical model is determined according to at least two external temperature measurement values in the embodiment, the preset time length is substituted into the temperature prediction mathematical model to obtain the external temperature prediction value, the body temperature actual value is calculated according to the external temperature actual value and the body temperature measurement value, the accuracy of the external temperature prediction value can be effectively improved, and the accuracy of the calculated body temperature actual value is improved.
Referring to fig. 3, fig. 3 is a flowchart illustrating a method for measuring body temperature by a wearable terminal according to a third embodiment of the present invention. The method for measuring the body temperature by the wearable terminal comprises the following steps:
s301: and measuring the external environment temperature at least twice according to a preset time interval to obtain at least two external temperature measurement values.
In a specific implementation scenario, step S301 is substantially the same as step S101 in the first embodiment of the method for measuring a body temperature of a wearable terminal provided by the present invention, and details are not repeated here.
S302: and judging whether the temperature of the external environment changes or not according to at least two external temperature measurement values, if not, executing step S303, and if so, executing step S304.
In this implementation scenario, a difference between any two adjacent external temperature measurement values of the at least two external temperature measurement values may be calculated, and whether the difference satisfies a preset condition, for example, whether the difference is greater than a preset threshold value may be determined. If the preset condition is satisfied, it can be determined that the temperature of the external environment changes. Further, the difference between every two adjacent external temperature measurement values can be measured, and whether the change rule of the calculated difference value meets a preset condition, such as gradually increasing or gradually decreasing, can be judged. If the preset condition is satisfied, it can be determined that the temperature of the external environment changes.
S303: any external temperature measurement value is taken as an external temperature actual value.
In this implementation scenario, if it is determined that the temperature of the external environment does not change, it indicates that the wearable terminal is in the temperature for a long time, the temperature inside the wearable terminal is the same as or close to the temperature of the external environment, and any one of at least two external temperature measurement values obtained through measurement may be used as the actual external temperature value. Further, an average temperature value of the at least two external temperature measurement values may be calculated, and the average temperature value may be used as the external temperature actual value.
S304: and acquiring an actual external temperature value according to the at least two external temperature values.
S305: and measuring the body temperature of the user to obtain a body temperature measurement value.
S306: and calculating the actual body temperature value according to the actual external temperature value and the measured body temperature value.
In this implementation scenario, steps S304 to S306 are substantially the same as steps S102 to S104 in the first embodiment of the method for measuring a body temperature of a wearable terminal provided by the present invention, and are not repeated here.
It can be known from the above description that whether the temperature of external environment changes is judged according to at least two external temperature measurement values in this embodiment, when the temperature of external environment changes, according to at least two external temperature values obtained by measuring the external environment temperature at least twice according to the preset time interval, an external temperature actual value is obtained, when the temperature of external environment does not change, any external temperature measurement value is used as the external temperature actual value, and a body temperature actual value is calculated according to the external temperature actual value and the body temperature measurement value, so that unnecessary data operation can be avoided, energy consumption is effectively reduced, and resources are saved.
Referring to fig. 4, fig. 4 is a schematic structural diagram of a wearable terminal according to a first embodiment of the present invention. The wearable terminal 10 includes a first measurement module 11, an acquisition module 12, a second measurement module 13, and a calculation module 14. The first measurement module 11 is configured to measure the external environment temperature at least twice according to a preset time interval, and obtain at least two external temperature measurement values. The obtaining module 12 is configured to obtain an actual external temperature value according to at least two external temperature values. The second measurement module 13 is used for measuring the body temperature of the user to obtain a body temperature measurement value. The calculation module 14 is used for calculating the actual body temperature value according to the actual external temperature value and the body temperature measurement value.
The obtaining module 12 is further configured to predict an external temperature predicted value after a preset time period according to at least two external temperature measured values, and use the external temperature predicted value as an external temperature actual value.
The obtaining module 12 is further configured to determine a temperature prediction mathematical model according to at least two external temperature measurement values, input the at least two external temperature measurement values and measurement times corresponding to the at least two external temperature measurement values into the temperature prediction mathematical model, determine calculation parameters of the temperature prediction mathematical model, and substitute a preset time length into the temperature prediction mathematical model to obtain an external temperature prediction value.
Wherein the temperature prediction mathematical model comprises a power function model.
Wherein, the expression of the power function model is as follows:
y＝ax^b
where a and b are two parameters related to the temperature characteristics of the structure, x is the measurement time, and y is the external temperature measurement value or the external temperature prediction value.
The wearable terminal 10 further includes a determining module 15, where the determining module 15 is configured to determine whether the temperature of the external environment changes according to at least two external temperature measurement values; if the temperature of the external environment changes, executing a step of acquiring an actual external temperature value according to at least two external temperature values; and if the temperature of the external environment is not changed, taking any external temperature measurement value as an external temperature actual value.
The first measurement module 11 is further configured to obtain infrared rays of a body surface of the user, and calculate a body temperature measurement value according to the infrared rays of the body surface.
According to the above description, in this embodiment, the wearable terminal obtains the actual external temperature value according to at least two external temperature values obtained by measuring the external environment temperature at least twice according to the preset time interval, and calculates the actual body temperature value according to the actual external temperature value and the measured body temperature value, so that the problem that the error of the calculated actual body temperature value is large due to the fact that the temperature inside the wearable terminal changes slowly in a short time and the difference between the measured external temperature value measured by the temperature sensor inside the wearable terminal and the actual external temperature value is large can be avoided, and the measurement accuracy can be effectively improved.
Referring to fig. 5, fig. 5 is a schematic structural diagram of a wearable terminal according to a second embodiment of the present invention. The wearable terminal 20 includes a processor 21, a memory 22, and a measurement circuit 23. Processor 21 is coupled to memory 22 and measurement circuitry 23. The memory 22 has stored therein a computer program which is executed by the processor 21 in operation to implement the method as shown in fig. 1-3. The detailed methods can be referred to above and are not described herein.
According to the above description, in this embodiment, the wearable terminal obtains the actual external temperature value according to at least two external temperature values obtained by measuring the external environment temperature at least twice according to the preset time interval, and calculates the actual body temperature value according to the actual external temperature value and the measured body temperature value, so that the problem that the error of the calculated actual body temperature value is large due to the fact that the temperature inside the wearable terminal changes slowly in a short time and the difference between the measured external temperature value measured by the temperature sensor inside the wearable terminal and the actual external temperature value is large can be avoided, and the measurement accuracy can be effectively improved.
Referring to fig. 6, fig. 6 is a schematic structural diagram of an embodiment of a computer-readable storage medium according to the present invention. The computer-readable storage medium 30 stores at least one computer program 31, and the computer program 31 is used for being executed by a processor to implement the method shown in fig. 1 to 3, and the detailed method can be referred to above and will not be described herein again. In one embodiment, the computer readable storage medium 30 may be a memory chip in a terminal, a hard disk, or other readable and writable storage tool such as a removable hard disk, a flash disk, an optical disk, or the like, and may also be a server or the like.
As can be seen from the above description, in this embodiment, the computer program stored in the computer-readable storage medium may be configured to obtain an actual external temperature value according to at least two external temperature values obtained by measuring the external environment temperature at least twice according to a preset time interval, and calculate an actual body temperature value according to the actual external temperature value and the actual body temperature value, so as to avoid a problem that an error of the calculated actual body temperature value is large due to a large change of the external temperature of the wearable terminal in a short time, which is caused by a large difference between the measured external temperature value measured by the temperature sensor inside the wearable terminal and the actual external temperature value, and effectively improve the accuracy of measurement.
Different from the prior art, the method and the device provided by the invention have the advantages that the actual external temperature value is obtained according to at least two external temperature values obtained by measuring the external environment temperature at least twice according to the preset time interval, and the actual body temperature value is calculated according to the actual external temperature value and the measured body temperature value, so that the measurement accuracy can be effectively improved.
The above disclosure is only for the purpose of illustrating the preferred embodiments of the present invention, and it is therefore to be understood that the invention is not limited by the scope of the appended claims.
Claims (10)
1. A method for measuring body temperature by a wearable terminal is characterized by comprising the following steps:
measuring the external environment temperature at least twice according to a preset time interval to obtain at least two external temperature measurement values;
acquiring an actual external temperature value according to the at least two external temperature values;
measuring the body temperature of a user to obtain a body temperature measurement value;
and calculating the actual body temperature value according to the actual external temperature value and the body temperature measurement value.
2. The method for measuring the body temperature by the wearable terminal according to claim 1, wherein the step of obtaining the actual value of the external temperature according to the at least two external temperature measurement values comprises:
and predicting an external temperature prediction value after a preset time length according to the at least two external temperature measurement values, and taking the external temperature prediction value as the external temperature actual value.
3. The method for measuring body temperature by a wearable terminal according to claim 2, wherein the step of predicting the external temperature prediction value after a preset time length according to the at least two external temperature measurement values comprises:
determining a temperature prediction mathematical model from the at least two external temperature measurement values;
inputting the at least two external temperature measurement values and the measurement time corresponding to the at least two external temperature measurement values into the temperature prediction mathematical model, and determining the calculation parameters of the temperature prediction mathematical model;
and substituting the preset time length into the temperature prediction mathematical model to obtain the external temperature prediction value.
4. The method for the wearable terminal to measure the body temperature according to claim 3, wherein the temperature prediction mathematical model comprises a power function model.
5. The method for measuring the body temperature by the wearable terminal according to claim 4, wherein the expression of the power function model is as follows:
y＝axb
wherein a and b are two parameters related to the temperature characteristic of the structure, x is the measurement time, and y is the measured value or the predicted value of the external temperature.
6. The method for measuring the body temperature by the wearable terminal according to claim 1, wherein the step of calculating the actual body temperature value according to the actual external temperature value and the measured body temperature value is preceded by the steps of:
judging whether the temperature of the external environment changes or not according to the at least two external temperature measurement values;
if the temperature of the external environment changes, executing the step of obtaining an actual external temperature value according to the at least two external temperature values;
and if the temperature of the external environment is not changed, taking any external temperature measurement value as the external temperature actual value.
7. The method for measuring the body temperature by the wearable terminal according to claim 1, wherein the step of measuring the body temperature of the user and obtaining the body temperature measurement value comprises:
and acquiring infrared rays of the body surface of the user, and calculating the body temperature measurement value according to the infrared rays of the body surface.
8. A wearable terminal, comprising:
the first measurement module is used for measuring the external environment temperature at least twice according to a preset time interval to obtain at least two external temperature measurement values;
the acquisition module is used for acquiring an actual external temperature value according to the at least two external temperature values;
the second measurement module is used for measuring the body temperature of the user and acquiring a body temperature measurement value;
and the calculation module is used for calculating the actual body temperature value according to the actual external temperature value and the body temperature measurement value.
9. A wearable terminal, comprising: a processor, a memory and a measurement circuit, the processor being coupled to the memory and the measurement circuit, the memory having stored therein a computer program, the processor executing the computer program to implement the method of any of claims 1-7.
10. A computer-readable storage medium, in which a computer program is stored, which computer program is executable by a processor to implement the method according to any one of claims 1-7.
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| KR20200026640A (en) * | 2018-09-03 | 2020-03-11 | (주)이와이드플러스 | System and method for managing body temperature |
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| CN105852818A (en) * | 2016-03-18 | 2016-08-17 | 华北电力大学（保定） | Portable wristband used for detecting human body heat stress index and detection method of portable wristband |
| WO2019182096A1 (en) * | 2018-03-23 | 2019-09-26 | トッパン・フォームズ株式会社 | Body temperature measurement device |
| JP2019176932A (en) * | 2018-03-30 | 2019-10-17 | トッパン・フォームズ株式会社 | Body temperature measurement processing program and body temperature measuring device with this program as well as body temperature measurement processing system |
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