Exercise process heart rate predicting method and device based on acceleration sensor

An acceleration sensor and motion process technology, applied in the measurement of pulse rate/heart rate, etc., can solve the problems of not being able to meet the requirements of portability, flexibility and easy operation, and not being able to predict the heart rate of the measured object

Active Publication Date: 2016-02-03
SHEN ZHEN FENGJING NETWORKS TECH CO LTD +1
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AI Technical Summary

Problems solved by technology

[0002] The monitoring of human sports energy consumption and heart rate is of great significance in many fields, and is widely used in medicine, sports training and daily life; in medicine, traditional heart rate measurement methods rely on electrocardiograms for image processing, and professional training is also required in sports training. Instruments and operations cannot meet the requirements of portability, flexibility, and ease of operation; in the prior art, there are also many methods for measuring heart rate through acceleration sensors, but this existing measurement method only plays the role of measurement However, it cannot predict the heart rate of the subject during exercise, and this function is just an important indicator for monitoring human health and pre-judging risks, especially for special groups such as the elderly. The function of heart rate prediction during exercise is particularly important

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  • Exercise process heart rate predicting method and device based on acceleration sensor
  • Exercise process heart rate predicting method and device based on acceleration sensor
  • Exercise process heart rate predicting method and device based on acceleration sensor

Examples

Experimental program
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Effect test

Embodiment 1

[0035] Such as figure 1 As shown, this example provides a method for predicting heart rate during exercise based on an acceleration sensor, including the following steps:

[0036] Step S1, collecting and calculating the acceleration vector generated by the measured object during the movement process through the acceleration sensor;

[0037] Step S2, by analyzing the change of the acceleration vector value on the time axis, calculating the change of the energy consumption of the measured object during the movement, and establishing a relationship model between the acceleration vector and the energy consumption;

[0038] Step S3, collecting the basic information of the subject to be tested, and obtaining the basal metabolic rate, maximum heart rate, oxygen uptake at maximum heart rate and energy consumption at maximum heart rate of the subject through calculation;

[0039] Step S4, establishing a relationship model between the heart rate and energy consumption of the subject du...

Embodiment 2

[0065] On the basis of Example 1, this example carried out an actual simulation test to test a method for predicting heart rate during exercise based on a three-axis acceleration sensor, including the following steps:

[0066] Step A, the three-axis acceleration sensor senses the acceleration signals generated by the object under test in the three directions of front and back, horizontal and vertical, and measures the acceleration vectors in the three directions of X, Y and Z, and calculates the acceleration vector at the corresponding moment .

[0067] Step B, establish the relationship model between the variation of the acceleration vector on the time axis and the energy consumption Find the variation of energy consumption, and then find the value of new energy consumption, the coefficient k 1 The value range of is any one of 0.005, 0.007 and 0.010.

[0068] Step C, calculate the basal metabolic rate BMR of the tested human body according to the sex, weight, height and ag...

Embodiment 3

[0074] The present invention also provides a device for predicting heart rate during exercise based on an acceleration sensor. The device for predicting heart rate during exercise based on an acceleration sensor adopts the method for predicting heart rate during exercise based on an acceleration sensor as described in Embodiment 1 or Embodiment 2.

[0075] Preferably, the device for predicting the heart rate during exercise based on the acceleration sensor described in this example is a watch. When the elderly or special people with heart rate health problems wear the device for predicting the heart rate during exercise based on the acceleration sensor according to the present invention, through a certain The statistics and analysis of time data can realize the prediction of heart rate during exercise, which is of great significance.

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Abstract

The invention provides an exercise process heart rate predicting method and device based on an acceleration sensor. The exercise process heart rate predicting method based on the acceleration sensor comprises the following steps that 1, acceleration vectors generated by a measured object in the exercise process are collected and calculated through the acceleration sensor; 2, by analyzing the changes of acceleration vector values in a time axis, the energy consumption changes of the measured object in the exercise process are calculated, and a relation model of the acceleration vectors and energy consumption is built; 3, basic information of the measured object is collected, the basal metabolic rate, the maximum heart rate, the oxygen intake under the maximum heart rate and the energy consumption of the measured object are obtained through calculation; 4, a relation model of the heart rate and the energy consumption of the measured object in the exercise process is built, and prediction for the heart rate of the measured object is achieved. According to the exercise process heart rate predicting method and device based on the acceleration sensor, the heart rate of the measured object in the exercise process can be predicted through the acceleration sensor, the method is simple and easy to operate, and the measuring precision can meet the training requirements.

Description

technical field [0001] The invention relates to a method for measuring heart rate with an acceleration sensor, in particular to a method for predicting heart rate during exercise based on an acceleration sensor, and to a device using the method for predicting heart rate during exercise based on an acceleration sensor. Background technique [0002] The monitoring of human sports energy consumption and heart rate is of great significance in many fields, and is widely used in medicine, sports training and daily life; in medicine, traditional heart rate measurement methods rely on electrocardiograms for image processing, and professional training is also required in sports training. Instruments and operations cannot meet the requirements of portability, flexibility, and ease of operation; in the prior art, there are also many methods for measuring heart rate through acceleration sensors, but this existing measurement method only plays the role of measurement However, it cannot p...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A61B5/024
CPCA61B5/024
Inventor 李永旭马自强王建鹏陈文武肖子玉田言金
Owner SHEN ZHEN FENGJING NETWORKS TECH CO LTD
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