WO2023061206A1 - Action feedback method and system for intelligent fitness instrument, device, and medium - Google Patents

Action feedback method and system for intelligent fitness instrument, device, and medium Download PDF

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Publication number
WO2023061206A1
WO2023061206A1 PCT/CN2022/121586 CN2022121586W WO2023061206A1 WO 2023061206 A1 WO2023061206 A1 WO 2023061206A1 CN 2022121586 W CN2022121586 W CN 2022121586W WO 2023061206 A1 WO2023061206 A1 WO 2023061206A1
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WIPO (PCT)
Prior art keywords
action
data
feedback
action feedback
real
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PCT/CN2022/121586
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French (fr)
Chinese (zh)
Inventor
张博文
奚伟涛
吕勃
邢卫东
唐宇瀚
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成都拟合未来科技有限公司
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Publication of WO2023061206A1 publication Critical patent/WO2023061206A1/en

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    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B71/00Games or sports accessories not covered in groups A63B1/00 - A63B69/00
    • A63B71/06Indicating or scoring devices for games or players, or for other sports activities
    • A63B71/0605Decision makers and devices using detection means facilitating arbitration
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0062Monitoring athletic performances, e.g. for determining the work of a user on an exercise apparatus, the completed jogging or cycling distance
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B71/00Games or sports accessories not covered in groups A63B1/00 - A63B69/00
    • A63B71/06Indicating or scoring devices for games or players, or for other sports activities
    • A63B71/0619Displays, user interfaces and indicating devices, specially adapted for sport equipment, e.g. display mounted on treadmills
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2220/00Measuring of physical parameters relating to sporting activity
    • A63B2220/10Positions
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2220/00Measuring of physical parameters relating to sporting activity
    • A63B2220/30Speed

Definitions

  • the present application relates to the field of fitness, in particular to an action feedback method, system, device and medium for intelligent fitness equipment.
  • the action feedback method, system, device, and medium of the intelligent fitness equipment provided in various aspects of the application can judge whether the user is safe or standard when doing the action by acquiring the working status data of the action, thereby improving the comfort of the user and Better guarantee the fitness effect.
  • the present application provides an action feedback method for an intelligent fitness device.
  • the intelligent fitness device includes a motor, an arm and a pull cord coupled to the motor through the arm, and the method includes:
  • Preset action library which includes several actions, and each action is preset with standard action parameters
  • the principle of this application is: when the user uses the intelligent fitness equipment for fitness, the user adjusts the position of the support arm and uses the drawstring pulled out from the support arm to perform fitness.
  • the unsafe action feedback is the action feedback triggered when the action performed by the user may cause a safety accident
  • the wrong action feedback is the action feedback triggered when the user’s action is wrong
  • the non-standard action feedback is the action performed by the user that does not meet the standard range
  • the action feedback is that in each group of actions performed by the user, the exercise performance after a set of actions becomes worse, that is, when the action performance gap is too large, it can be considered that the user is more fatigued.
  • the intelligent fitness equipment of the present application when exercising, adjusts the position of the support arm to be suitable for different fitness actions, and at the same time relies on the drawstring drawn from the support arm to perform different modes of fitness, and obtains the first real-time position of the support arm.
  • the position data, the second real-time position data of the pull rope and the first working state data of the real-time moving speed data mainly have three factors to consider when judging whether the action is safe.
  • the support arm of the smart fitness equipment has three degrees of freedom, including up and down rotation, left and right rotation, and up and down translation. Users should adjust the support arm to the correct position in advance when training a certain action , each action is preset with standard action parameters.
  • the standard action parameters include the position range of the arm corresponding to each action. Because the user's height and arm span are different, the correct position may have different combinations. Therefore, in this application, the standard The position of the support arm corresponding to the action in the action parameter is a range value.
  • the support arm If the first real-time position data of the support arm exceeds the position range of the support arm corresponding to the action, the support arm is not in the correct position, and danger may occur during use , and then trigger the unsafe action feedback, the unsafe action feedback makes the motor shut down and stop the motion.
  • the second real-time position data based on the second real-time position data of the left stay cord and the right stay cord, obtains the real-time position difference between the left stay cord and the right stay cord. If the real-time position difference is too large, it proves that the user's barbell is skewed, which may cause danger.
  • the standard action parameters include the first position difference threshold. When the real-time position difference exceeds the first position difference threshold, unsafe action feedback will be triggered.
  • the real-time position difference between the left pull rope and the right pull rope may also trigger wrong action feedback and non-standard action feedback.
  • the standard action parameters also include a second position difference threshold and a third position difference threshold.
  • the trigger priority levels of safety action feedback, wrong action feedback and non-standard action feedback decrease in turn, and the first position difference threshold, the second position difference threshold and the third position difference threshold decrease in turn, that is, when in use, the real-time position difference exceeds
  • the first position difference threshold triggers unsafe action feedback;
  • the real-time position difference exceeds the second position difference threshold triggers wrong action feedback;
  • the real-time position difference exceeds the third position difference threshold triggers non-standard action feedback, when the real-time position difference
  • the first position difference threshold is exceeded, the unsafe action feedback is directly triggered, and the non-standard action feedback and wrong action feedback will not be triggered, and the trigger priority level is also followed here.
  • the standard action parameters include the first speed difference threshold. When the real-time speed difference exceeds When the first speed difference threshold is reached, the unsafe action feedback is triggered.
  • the real-time speed difference between the left pull rope and the right pull rope may also trigger wrong action feedback and non-standard action feedback.
  • the standard action parameters also include a second speed difference threshold and a third speed difference threshold.
  • the trigger priority levels of safety action feedback, wrong action feedback and non-standard action feedback decrease in turn, and the magnitudes of the first speed difference threshold, the second speed difference threshold and the third speed difference threshold decrease in turn, that is, when in use, the real-time speed difference exceeds
  • the first speed difference threshold triggers unsafe action feedback; the real-time speed difference exceeds the second speed difference threshold, triggers wrong action feedback; whether the real-time speed difference exceeds the third speed difference threshold, triggers non-standard action feedback.
  • the unsafe action feedback is directly triggered, and the non-standard action feedback and wrong action feedback are not triggered, and the trigger priority level is also followed here. In this way, during use, the user's actions can be further fed back, and the use efficiency can be improved.
  • the action when judging whether the action is wrong, in addition to the above-mentioned real-time position difference and real-time speed difference, it also includes the stroke data of the pull rope, that is, the user's stroke.
  • the user's stroke needs to be calculated in real time through the motor position during movement, that is, pulled out by the pull rope
  • the position can be obtained, and the stroke can also be calibrated through multiple movements to determine whether the stroke is too large, too small or unstable.
  • the stroke of the action should also have a suitable range, including the threshold of excessive stroke and the threshold of too small , should be formulated according to the corresponding action.
  • the itinerary of the current exercise will be obtained. If the difference in the itinerary of each exercise in each group of movements is too large, the itinerary is considered unstable.
  • the standard action parameters include the first stroke range and the first stroke instability threshold. If the stroke data of the pull rope exceeds the first stroke range, the action is wrong, which is not the specified action, which will trigger wrong action feedback. If the data exceeds the unstable threshold of the first stroke, non-standard action feedback will be triggered. If the stroke data difference of the stroke data of each movement in each group of actions exceeds the first stroke instability threshold, then an error action feedback is triggered.
  • the standard action parameters also include a second stroke range and a second stroke instability threshold, the second stroke range is smaller than the first stroke range, the second stroke instability threshold is smaller than the first stroke instability threshold, the second stroke range And the second stroke instability threshold triggers non-standard action feedback, that is, when the action is correct, it is judged whether the action is standard, thereby ensuring that the user can achieve a better fitness effect. If the stroke data exceeds the second stroke range, non-standard action feedback will be triggered; if the difference between the pull rope stroke data exceeds the second stroke instability threshold, non-standard action feedback will be triggered.
  • the trigger priority level is also followed here, so that when in use, it can further give feedback to the user's actions and improve the efficiency of use.
  • the time threshold includes the excessive time interval threshold between actions in the group , too small threshold and uneven threshold.
  • Standard action parameters include time interval range threshold and time unevenness threshold; obtain the time interval data between each action in each group of user actions, and judge whether the time interval data exceeds the time interval range threshold, and trigger non-standard action feedback if it exceeds; Obtain the average data of the time interval data of each group of actions of the user, and judge whether the average data exceeds the threshold of time unevenness, and trigger non-standard action feedback if it exceeds.
  • the smoothness data is also obtained according to the second real-time position data of the pull rope.
  • the standard action parameters include a smoothness threshold, and it is judged whether the smoothness data exceeds the smoothness threshold. If it exceeds, non-standard action feedback is triggered.
  • the smoothness threshold corresponding to each action should be preset according to the information of different action types.
  • the smoothness of the curve is greater than the smoothness threshold, the curve is considered not smooth, indicating that the user's performance is not good, and jitter occurs during the action.
  • Training actions are carried out in groups, and the performance of a group of actions will often deteriorate in the later stage.
  • the average speed within a group refers to the average speed of the movements within a group, that is, the average speed data of each group of movements. If the average speed of a certain movement drops too much, it can be considered that the degree of fatigue is too great.
  • the application also provides an action feedback system for intelligent fitness equipment, including an action feedback module, an action information acquisition module, a standard action parameter module, and a judgment module; wherein the action feedback module includes unsafe action feedback, wrong action feedback , Non-standard action feedback and action feedback of poor performance within the group, the triggering priority of unsafe action feedback, wrong action feedback, non-standard action feedback and action feedback of poor performance within the group will be lowered in turn;
  • the action information acquisition module is used to acquire the user's work status data
  • the judging module is used to judge whether to trigger the action feedback module by comparing the working status data with the standard action parameter module.
  • the application when the unsafe action feedback is triggered, the application directly controls the motor to stop working, and sends a reminder to the user. Just prompt.
  • the present application also provides an electronic device, including a memory, a processor, and a computer program stored in the memory and operable on the processor.
  • the processor executes the computer program, the action of the above-mentioned intelligent fitness equipment is realized. Steps in the Feedback Method.
  • the present application also provides a computer-readable storage medium, which stores a computer program, and when the computer program is executed by a processor, the steps of the above-mentioned action feedback method for an intelligent fitness device are realized.
  • the judgment of the action triggers the unsafe action feedback, the wrong action feedback, the non-standard action feedback and the poor performance action feedback within the group in sequence according to the different triggering priority levels.
  • the unsafe action feedback will be carried out in real time, and the wrong action feedback, non-standard action feedback and intra-group performance deterioration action feedback will be performed according to the action, that is, feedback will be given immediately when an unsafe action is detected, and other feedback will be given at the end of a pull-recovery action only given.
  • it can not only ensure the safety of the user during use, but also guide and monitor the user's actions, so that the user's actions are correct and the actions meet the standards. Feedback and tips can not only improve the user's efficiency and comfort, but also further ensure the training effect for long-term use.
  • Fig. 1 is a schematic flow chart of an action feedback method for an intelligent fitness device provided by an embodiment of the present application.
  • Fig. 2 is a schematic composition diagram of an action feedback system of an intelligent fitness equipment provided by an embodiment of the present application.
  • Fig. 3 is a front view of an intelligent fitness device provided by an embodiment of the present application.
  • Fig. 4 is a schematic diagram of a local structure in a track provided by an embodiment of the present application.
  • the term “a” should be understood as “at least one” or “one or more”, that is, in one embodiment, the number of an element can be one, while in another embodiment, the number of the element
  • the quantity can be multiple, and the term “a” cannot be understood as a limitation on the quantity.
  • FIG. 1 is a schematic flowchart of an action feedback method for an intelligent fitness device provided in an embodiment of the present application.
  • the application provides an action feedback method for an intelligent fitness device.
  • the intelligent fitness device includes a motor, an arm and Passing the stay rope coupled to the motor on the support arm, the method includes the following steps.
  • the action library includes several actions, and each action is preset with standard action parameters.
  • the standard action parameters corresponding to the action judge whether to trigger the unsafe action feedback. If it is triggered, the motor will be controlled to stop working, that is, the protection mode will be triggered.
  • the standard action parameters corresponding to the state data and action judge whether to trigger the wrong action feedback; if the wrong action feedback is triggered, a prompt will be issued.
  • Class data is used as the third working state data, and whether the non-standard action feedback is triggered is judged by the third working state data and the standard action parameters corresponding to the action; if the non-standard action feedback is triggered, a prompt is issued.
  • At least one type of data in the average speed data and average stroke data of each group of actions is obtained as the fourth working state data; whether to trigger is judged by the fourth working state data and the standard action parameters corresponding to the action Feedback on poor performance within the group. If the feedback on poor performance within the group is triggered, a prompt will be issued.
  • the intelligent fitness equipment has a left pull rope and a right pull rope.
  • the left pull rope and the right pull rope are fixedly connected to the two ends of the barbell respectively;
  • the standard action parameters include the first position difference threshold, the second The second position difference threshold and the third position difference threshold.
  • the action feedback method of intelligent fitness equipment also includes
  • the detection obtains the second real-time position data of the left and right stay cords, and based on the second real-time position data of the left and right stay cords, the real-time position difference between the left and right stay cords is obtained. Judging whether the real-time position difference exceeds the first position difference threshold, if it exceeds, trigger unsafe action feedback; determine whether the real-time position difference exceeds the second position difference threshold, if it exceeds, trigger error action feedback; determine whether the real-time position difference exceeds the third position If the difference threshold is exceeded, non-standard action feedback will be triggered.
  • the standard action parameters include a first speed difference threshold, a second speed difference threshold, and a third speed difference threshold.
  • the action feedback method of the intelligent fitness equipment also includes:
  • the real-time moving speed data of the left and right pull ropes is obtained by detection, and based on the real-time moving speed data of the left and right pull ropes, the real-time speed difference between the left and right pull ropes is obtained. Judging whether the real-time speed difference exceeds the first speed difference threshold, if it exceeds, trigger unsafe action feedback; judge whether the real-time speed difference exceeds the second speed difference threshold, if it exceeds, trigger error action feedback; judge whether the real-time speed difference exceeds the third speed If the difference threshold is exceeded, non-standard action feedback will be triggered.
  • the standard operating parameters include a first travel range, a second travel range, a first travel instability threshold, and a second travel instability threshold.
  • the action feedback method of the intelligent fitness equipment also includes:
  • Get the stroke data of the pull rope judge whether the stroke data exceeds the first stroke range, and trigger error action feedback if it exceeds; judge whether the stroke data exceeds the second stroke range, and trigger non-standard action feedback if it exceeds.
  • Obtain the stroke data of the pull rope of each action in each group of actions obtain the difference between the stroke data of the pull rope between two adjacent actions in each set of actions, and judge whether the difference between the stroke data of the pull rope exceeds the first stroke instability threshold. If it exceeds, then Trigger error action feedback; judge whether the data difference of the rope stroke exceeds the second stroke instability threshold, and if it exceeds, trigger non-standard action feedback.
  • the standard action parameters include a time interval range threshold and a time unevenness threshold.
  • the action feedback method of the intelligent fitness equipment also includes:
  • the first position difference threshold is greater than the second position difference threshold, and the second position difference threshold is greater than the third position difference threshold.
  • the first speed difference threshold is greater than the second speed difference threshold, and the second speed difference threshold is greater than the third speed difference threshold.
  • the first stroke range is greater than the second stroke range, and the first stroke instability threshold is greater than the second stroke instability threshold.
  • the standard motion parameters include a smoothness threshold.
  • the motion feedback method of the smart fitness equipment also includes: obtaining smoothness data according to the second real-time position data of the pull rope, judging whether the smoothness data exceeds the smoothness threshold, and triggering non-standard motion feedback if exceeded.
  • the smoothness threshold corresponding to each action should be preset according to the information of different action types.
  • the smoothness of the curve is greater than the smoothness threshold, the curve is considered not smooth, indicating that the user's performance is not good, and jitter occurs during the action.
  • Step 1 Preset the action library.
  • the action library includes several actions. Each action is preset with standard action parameters.
  • the standard action parameters include arm position parameters, the first position difference threshold, the second position difference threshold, and the third position difference. Threshold, first speed difference threshold, second speed difference threshold, third speed difference threshold, first trip range, second trip range, first trip instability threshold, second trip instability threshold, time interval range threshold, time Unevenness Threshold and Smoothness Threshold.
  • Step 2 is to determine the user's action, and first determine whether the action triggers unsafe action feedback.
  • Obtain the standard action parameters of the action in step 1 obtain at least one type of data in the first real-time position data of the support arm, the second real-time position data of the pull rope and the real-time moving speed data of the pull rope as the first working state Data: judge whether to trigger the unsafe action feedback through the first working state data and the standard action parameters corresponding to the action, if triggered, control the motor to stop working, that is, trigger the protection mode.
  • the first real-time position data of the support arm includes the position parameters of the support arm.
  • Step 2.2 There are left and right pull ropes in the intelligent fitness equipment.
  • the left and right pull ropes are fixedly connected to the two ends of the barbell respectively.
  • Two real-time position data based on the second real-time position data of the left pull rope and the right pull rope, obtain the real-time position difference between the left pull rope and the right pull rope; judge whether the real-time position difference exceeds the first position difference threshold, and if it exceeds, trigger no Safety action feedback; in this embodiment, the first position difference threshold is 10 centimeters (cm).
  • Step 2.3 detects and obtains the real-time moving speed data of the left pull rope and the right pull rope, based on the real-time moving speed data of the left pull rope and the right pull rope, obtains the real-time speed difference between the left pull rope and the right pull rope, and judges whether the real-time speed difference exceeds If the first speed difference threshold is exceeded, an unsafe action feedback will be triggered; in this embodiment, the first speed difference threshold is 0.5 meters per second (m/s).
  • steps 2.1-2.3 the detection of steps 2.1-2.3 is carried out at the same time, if any one of them triggers the unsafe action feedback, that is, triggers the unsafe action feedback, and the motor stops working. If no unsafe action feedback is triggered, the monitoring in step 3 will be carried out.
  • Step 3 acquires at least one type of data in the stroke data of the pull rope, the second real-time position data of the pull rope, and the real-time moving speed data of the pull rope as the second working state data.
  • a pulling-recovery action ends, pass The second working state data and standard action parameters corresponding to the action determine whether to trigger error action feedback.
  • Step 3.1 Determine whether the real-time position difference exceeds the second position difference threshold, and if so, trigger error action feedback; wherein the second position difference threshold is 5cm.
  • Step 3.2 judges whether the real-time speed difference exceeds the second speed difference threshold, and if so, triggers error action feedback; the second speed difference threshold is 0.25m/s.
  • Step 3.3 Obtain the stroke data of the pull rope, judge whether the stroke data exceeds the first stroke range, and if it exceeds, trigger error action feedback; obtain the stroke data of the pull rope for each action in each group of actions, and obtain two adjacent strokes in each set of actions The stroke data difference of the pull rope of each action is different, and it is judged whether the stroke data difference of the pull rope exceeds the instability threshold of the first stroke, and if it exceeds, the error action feedback will be triggered; , the range of the first stroke is 8-15cm, and the unstable threshold of the first stroke is 3cm; the monitoring of steps 3.1-3.3 is carried out at the same time, any one of which triggers the wrong action feedback is the triggered wrong action feedback, and the user is notified after triggering A prompt is issued, and if no error action feedback is triggered, the monitoring in step 4 will be carried out.
  • Step 4 Obtain at least one type of data in the time interval data between each action of the user, the stroke data of the pull rope, the second real-time position data of the pull rope, the real-time movement speed data and the smoothness data of the pull rope as the third work
  • For the state data judge whether to trigger non-standard action feedback through the third working state data and the standard action parameters corresponding to the action.
  • Step 4.1 Determine whether the real-time position difference exceeds the third position difference threshold, if so, trigger non-standard action feedback, and the third position difference threshold is 3cm.
  • Step 4.2 judges whether the real-time speed difference exceeds the third speed difference threshold, and if so, triggers non-standard action feedback, and the third speed difference threshold is 0.15m/s.
  • Step 4.3 Judging whether the stroke data exceeds the second stroke range, if so, triggering non-standard action feedback; judging whether the pull rope stroke data difference exceeds the second stroke instability threshold, if so, triggering non-standard action feedback.
  • the second stroke range is 10-13 cm
  • the second stroke instability threshold is 2 cm.
  • Step 4.4 Obtain the time interval data between each action in each group of actions of the user, determine whether the time interval data exceeds the threshold of the time interval range, and if it exceeds, trigger non-standard action feedback; obtain the average data of the time interval data of each group of user actions , to determine whether the average data exceeds the time uneven threshold, and if it exceeds, non-standard action feedback is triggered; in this embodiment, when a user with a height of 170-180cm performs upper limb arm training, the time interval range threshold is 5-10 seconds (s), The time unevenness threshold is 3 minutes (min).
  • Step 4.5 Obtain smoothness data according to the second real-time position data of the pull rope, the standard action parameters include a smoothness threshold, judge whether the smoothness data exceeds the smoothness threshold, and trigger non-standard action feedback if exceeded.
  • Step 4.51 obtains the filtered motor distance data curve S filt , where, S is the motor distance data curve, S[n] is the motor distance at time n, and the average value filter with an interval size of 2k+1 is performed on S.
  • Step 4.52 obtains the smoothness F of the motor distance data curve, wherein, The smoothness threshold corresponding to each action should be preset according to the information of different action types. When the smoothness of the curve is greater than the smoothness threshold, the curve is considered not smooth, indicating that the user's performance is not good, and jitter occurs during the action.
  • steps 4.1-4.5 The monitoring of steps 4.1-4.5 is carried out at the same time. Any one of them that triggers non-standard action feedback is the trigger of non-standard action feedback. After triggering, a prompt will be issued to the user. If no non-standard action feedback is triggered, the monitoring of step 5 will be carried out. .
  • Step 5 Obtain at least one type of data in the average speed data and average stroke data of each group of actions as the fourth working state data, and judge whether to trigger the action feedback of performance deterioration within the group through the fourth working state data and the standard action parameters corresponding to the action .
  • Figure 2 is a schematic diagram of the composition of an action feedback system for an intelligent fitness device provided by the embodiment of the present application.
  • the feedback system includes: an action feedback module, an action information acquisition module, a standard action parameter module, and a judgment module; the action feedback module includes unsafe action feedback, wrong action feedback, non-standard action feedback and poor performance within the group. The triggering priority of safety action feedback, wrong action feedback, non-standard action feedback and action feedback of poor performance within the group is lowered in turn; the action information acquisition module is used to obtain the user's working status data; the judgment module is used to compare the working status data and The standard action parameter module judges whether to trigger the action feedback module.
  • the unsafe action feedback is triggered, the application directly controls the motor to stop working, and sends a reminder to the user. Just prompt.
  • the embodiment of the present application also provides an electronic device, including a memory, a processor, and a computer program stored in the memory and operable on the processor.
  • an action feedback method for an intelligent fitness device is implemented. step.
  • the processor may be a central processing unit, or other general-purpose processors, digital signal processors, application-specific integrated circuits, off-the-shelf programmable gate arrays or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. .
  • a general-purpose processor may be a microprocessor, or the processor may be any conventional processor, or the like.
  • the memory can be used to store computer programs and/or modules, and the processor realizes various functions of an action feedback device of an intelligent fitness device in this application by running or executing data stored in the memory.
  • the memory may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system, at least one application required by a function (such as a sound playback function, an image playback function, etc.) and the like.
  • the memory can include high-speed random access memory, and can also include non-volatile memory, such as hard disk, internal memory, plug-in hard disk, smart memory card, secure digital card, flash memory card, at least one magnetic disk storage device, flash memory device, or other volatile solid-state memory devices.
  • the embodiment of the present application also provides a computer-readable storage medium.
  • the computer-readable storage medium stores a computer program.
  • the steps of an action feedback method for an intelligent fitness device are realized.
  • the computer storage medium in the embodiments of the present application may use any combination of one or more computer-readable media.
  • the computer readable medium may be a computer readable signal medium or a computer readable storage medium.
  • a computer readable storage medium may be, but is not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination thereof.
  • a computer-readable storage medium may be any tangible medium that contains or stores a program that can be used by or in conjunction with an instruction execution system, apparatus, or device.
  • the fitness equipment corresponding to the method embodiment in the present application is a kind of intelligent fitness equipment, including a body 27, and also includes a track 8 that is rotatably connected to the body 27, The adjustment base 10 slidably fitted in the track 8 , the end 9 rotatably connected to the adjustment base 10 , and the support arm 28 fixedly connected with the end 9 .
  • the smart fitness equipment also includes the following contents.
  • the first adjustment assembly is used to adjust the rotation angle of the track 8 on the body 27 around the axis of the track itself; the second adjustment assembly is used to adjust the axial position of the adjustment seat 10 in the track 8 (that is, the position of the arm along the translation of the track) ); the third adjustment assembly is used to adjust the rotation angle of the terminal 9 on the adjustment seat 10 (that is, the angle at which the support arm rotates around the intersection point of the support arm and the track); the fourth adjustment assembly is used to adjust the connector so that the support arm 28 is connected with different fittings; in this embodiment with a lever.
  • the first adjustment component and the second adjustment component are provided with a first sensor, and the first sensor is used to monitor the position information of the support arm, that is, to obtain the first real-time position data of the support arm; Two sensors, the second sensor is used to monitor the distance between the other end of the stay rope and the motor, that is, to obtain the second real-time position data and stroke data of the stay rope, the stay rope is also provided with a third sensor for monitoring the moving speed of the stay rope The sensor is used to obtain the real-time moving speed data of the pull rope.

Abstract

The present application discloses an action feedback method and system for an intelligent fitness instrument, a device, and a medium. The method comprises: by means of first working state data and standard action parameters corresponding to actions, determining whether to trigger unsafe action feedback; by means of second working state data and the standard action parameters corresponding to the actions, determining whether to trigger incorrect action feedback; by means of third working state data and the standard action parameters corresponding to the actions, determining whether to trigger non-standard action feedback; and by means of fourth working state data and the standard action parameters corresponding to the actions, determining whether to trigger intra-group performance deterioration action feedback. According to the present application, the unsafe action feedback, the incorrect action feedback, the non-standard action feedback, and the intra-group performance deterioration action feedback are sequentially triggered for the actions, and thus, the use efficiency and use comfort of a user can be improved, a training effect can further be ensured, and the long-term use is facilitated.

Description

一种智能健身器械的动作反馈方法及系统及装置及介质Action feedback method, system, device and medium of an intelligent fitness equipment
本申请要求于2021年10月14日提交中国专利局、申请号为202111198936.6、名称为“一种智能健身器械的动作反馈方法及系统及装置及介质”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。This application claims the priority of the Chinese patent application submitted to the China Patent Office on October 14, 2021, with the application number 202111198936.6, and the title is "A Motion Feedback Method, System, Device and Medium for Intelligent Fitness Equipment", the entire content of which Incorporated in this application by reference.
技术领域technical field
本申请涉及健身领域,具体涉及一种智能健身器械的动作反馈方法及系统及装置及介质。The present application relates to the field of fitness, in particular to an action feedback method, system, device and medium for intelligent fitness equipment.
背景技术Background technique
随着生活水平日益提升,保持健康的身体状态已经成为人们的基本追求。但实际生活中,人们对自己应进行健身运动的种类、如何选择正确的健身项目才可以达到自己的目标等均比较茫然,因此,能根据用户自身的情况制定健身计划的智能健身系统在当前拥有着广阔的市场前景。但是若健身系统只能为用户制定健身计划,但是用户在依照健身计划健身时,操作错误会导致健身过程不安全,动作错误会导致健身达不到效果并且也可能发生危险事故,动作不标准也不能达到较好的健身效果,同时,当用户做一组动作时,该组动作中每个动作表现差较大,用户不能适应制定的动作强度,会降低用户的使用体验感,不便于长期使用。With the improvement of living standards, maintaining a healthy body has become a basic pursuit of people. But in real life, people are at a loss about the types of fitness exercises they should do and how to choose the right fitness items to achieve their goals. Therefore, the intelligent fitness system that can formulate fitness plans according to the user's own situation currently has With a broad market prospect. However, if the fitness system can only formulate a fitness plan for the user, but when the user is exercising according to the fitness plan, the wrong operation will lead to unsafe fitness process, and the wrong movement will lead to the ineffective fitness and dangerous accidents may also occur. It cannot achieve a good fitness effect. At the same time, when the user performs a group of movements, the performance of each movement in the group is relatively poor, and the user cannot adapt to the specified movement intensity, which will reduce the user's sense of experience and is not convenient for long-term use. .
因此,针对智能健身器械,能对用户的动作进行反馈的方法是迫切需要的,以便更好的反映用户的健身效果,提高用户使用的体验感,保证每个动作的安全使用。Therefore, for smart fitness equipment, there is an urgent need for a method that can provide feedback to the user's actions, so as to better reflect the user's fitness effect, improve the user's experience, and ensure the safe use of each action.
发明内容Contents of the invention
本申请多个方面提供的智能健身器械的动作反馈方法及系统及装 置及介质,能够通过获取动作的工作状态数据能够判断用户在做该动作时是否安全或是否标准,进而提高用户使用舒适度并更好的保证健身效果。The action feedback method, system, device, and medium of the intelligent fitness equipment provided in various aspects of the application can judge whether the user is safe or standard when doing the action by acquiring the working status data of the action, thereby improving the comfort of the user and Better guarantee the fitness effect.
第一方面,本申请提供了一种智能健身器械的动作反馈方法,智能健身器械包括电机、支臂和穿过支臂耦合在电机上的拉绳,该方法包括:In a first aspect, the present application provides an action feedback method for an intelligent fitness device. The intelligent fitness device includes a motor, an arm and a pull cord coupled to the motor through the arm, and the method includes:
预设动作库,动作库中包括若干动作,每个动作预设有标准动作参数;Preset action library, which includes several actions, and each action is preset with standard action parameters;
确定用户的动作,获得支臂的第一实时位置数据、拉绳的第二实时位置数据和拉绳的实时移动速度数据中的至少一类数据作为第一工作状态数据;Determine the user's action, and obtain at least one type of data in the first real-time position data of the support arm, the second real-time position data of the pull rope, and the real-time moving speed data of the pull rope as the first working state data;
获取拉绳的行程数据、拉绳的第二实时位置数据和拉绳的实时移动速度数据中的至少一类数据作为第二工作状态数据;Obtain at least one type of data in the stroke data of the pull rope, the second real-time position data of the pull rope, and the real-time moving speed data of the pull rope as the second working state data;
获取用户每个动作之间的时间间隔数据、拉绳的行程数据、拉绳的第二实时位置数据、拉绳的实时移动速度数据和平滑度数据中的至少一类数据作为第三工作状态数据;Obtain at least one type of data among the time interval data between each action of the user, the stroke data of the pull rope, the second real-time position data of the pull rope, the real-time movement speed data and the smoothness data of the pull rope as the third working state data ;
获取用户每组动作的平均数据作为第四工作状态数据;Obtain the average data of each group of actions of the user as the fourth working state data;
通过第一工作状态数据和动作对应的标准动作参数判断是否触发不安全动作反馈;Judging whether to trigger unsafe action feedback through the first working state data and the standard action parameters corresponding to the action;
通过第二工作状态数据和动作对应的标准动作参数判断是否触发错误动作反馈;Judging whether to trigger error action feedback through the second working state data and the standard action parameters corresponding to the action;
通过第三工作状态数据和动作对应的标准动作参数判断是否触发不标准动作反馈;Judging whether to trigger non-standard action feedback through the third working state data and the standard action parameters corresponding to the action;
通过第四工作状态数据和动作对应的标准动作参数判断是否触发组内表现变差动作反馈。It is judged whether to trigger the performance deterioration action feedback within the group according to the fourth working state data and the standard action parameters corresponding to the action.
本申请的原理为:用户使用智能健身器械进行健身时,用户通过调节支臂位置,并使用从支臂中拉出的拉绳进行健身,在健身的过程中,本申请的动作反馈有四种类型,即不安全动作反馈、错误动作反馈、不标准动作反馈和组内表现变差动作反馈,并且这四种类型的触发优先级等级依次降低,即不安全动作反馈的优先级等级最高,用户在进行运动时,首先需要对比用 户动作是否触发不安全动作反馈,其次为错误动作反馈、不标准动作反馈和组内表现变差动作反馈。The principle of this application is: when the user uses the intelligent fitness equipment for fitness, the user adjusts the position of the support arm and uses the drawstring pulled out from the support arm to perform fitness. During the fitness process, there are four types of action feedback in this application. Types, that is, unsafe action feedback, wrong action feedback, non-standard action feedback and intra-group performance deterioration action feedback, and the trigger priority levels of these four types decrease in turn, that is, the priority level of unsafe action feedback is the highest, and the user When exercising, it is first necessary to compare whether the user's actions trigger unsafe action feedback, followed by wrong action feedback, non-standard action feedback, and action feedback of poor performance within the group.
其中不安全动作反馈为用户进行的动作可能发生安全事故时触发的动作反馈,错误动作反馈为用户进行的动作错误时触发的动作反馈,不标准动作反馈为用户进行的动作没有达到标准的范围内时触发的动作反馈,组内表现变差动作反馈为用户进行的每组动作中,一组动作后的运动表现变差,即当动作表现差距过大时,可以认为用户的疲劳程度较大,用户做该动作较为吃力时触发的动作反馈。Among them, the unsafe action feedback is the action feedback triggered when the action performed by the user may cause a safety accident, the wrong action feedback is the action feedback triggered when the user’s action is wrong, and the non-standard action feedback is the action performed by the user that does not meet the standard range The action feedback triggered by time, the performance deterioration within the group The action feedback is that in each group of actions performed by the user, the exercise performance after a set of actions becomes worse, that is, when the action performance gap is too large, it can be considered that the user is more fatigued. Action feedback triggered when the user struggles to perform the action.
不安全动作反馈、错误动作反馈、不标准动作反馈和组内表现变差动作反馈的触发优先度等级依次降低,这是因为在使用的过程中,动作安全是最为重要的,若有不安全的动作发生,需要及时停止,保护用户安全,其次,在使用的过程中进行正确的动作为第二重要的因素,进行正确的动作后,才考虑该动作是否标准,能否达到所需的健身效果,满足上述要求后,最后才是用户在健身时的使用舒适度,能否适应这种强度的健身训练,即考虑每组动作的表现力。The triggering priority levels of unsafe action feedback, wrong action feedback, non-standard action feedback and intra-group performance deterioration action feedback are lowered in turn. This is because action safety is the most important in the process of use. When the action occurs, it needs to be stopped in time to protect the safety of the user. Secondly, the correct action during use is the second most important factor. After performing the correct action, it is considered whether the action is standard and whether it can achieve the desired fitness effect. , after meeting the above requirements, the last thing is the user's comfort during fitness, whether it can adapt to this intensity of fitness training, that is to consider the expressiveness of each group of movements.
本申请的智能健身器械,在健身时,通过调节支臂的位置,以适用于不同的健身动作,同时依靠支臂中拉出的拉绳进行不同模式的健身,通过获得支臂的第一实时位置数据、拉绳的第二实时位置数据和实时移动速度数据第一工作状态数据,在判断动作是否安全时,主要有三个因素进行考虑。The intelligent fitness equipment of the present application, when exercising, adjusts the position of the support arm to be suitable for different fitness actions, and at the same time relies on the drawstring drawn from the support arm to perform different modes of fitness, and obtains the first real-time position of the support arm. The position data, the second real-time position data of the pull rope and the first working state data of the real-time moving speed data mainly have three factors to consider when judging whether the action is safe.
其一:支臂的位置是否正确,智能健身器械的支臂有三个自由度,包括上下转动、左右转动、上下平移,用户在进行某项动作的训练时应预先将支臂调整到正确的位置,每个动作预设有标准动作参数,标准动作参数中包括每个动作对应的支臂的位置范围,由于用户的身高、臂展不同,正确的位置可能有不同组合,因此在本申请中标准动作参数中动作对应的支臂的位置是个范围值,若支臂的第一实时位置数据超过该动作对应的支臂的位置范围,则支臂没有在正确的位置上,在使用时可能发生危险,进而触发不安全 动作反馈,不安全动作反馈使电机关闭,停止运动。One: Whether the position of the support arm is correct. The support arm of the smart fitness equipment has three degrees of freedom, including up and down rotation, left and right rotation, and up and down translation. Users should adjust the support arm to the correct position in advance when training a certain action , each action is preset with standard action parameters. The standard action parameters include the position range of the arm corresponding to each action. Because the user's height and arm span are different, the correct position may have different combinations. Therefore, in this application, the standard The position of the support arm corresponding to the action in the action parameter is a range value. If the first real-time position data of the support arm exceeds the position range of the support arm corresponding to the action, the support arm is not in the correct position, and danger may occur during use , and then trigger the unsafe action feedback, the unsafe action feedback makes the motor shut down and stop the motion.
其二:智能健身器械中具有左拉绳和右拉绳,当用户的动作为杠铃动作时,左拉绳和右拉绳分别与杠铃两端固定连接,检测获得左拉绳和右拉绳的第二实时位置数据,基于左拉绳和右拉绳的第二实时位置数据,获得左拉绳与右拉绳的实时位置差,当处于杠铃模式的动作时,如果左右线轴位置差过大即实时位置差过大,证明用户的杠铃歪斜,可能产生危险,标准动作参数包括第一位置差阈值,当实时位置差超出第一位置差阈值,则触发不安全动作反馈。Second: There are left and right pull ropes in the intelligent fitness equipment. When the user’s action is a barbell action, the left and right pull ropes are fixedly connected to the two ends of the barbell respectively, and the left and right pull ropes are detected and obtained. The second real-time position data, based on the second real-time position data of the left stay cord and the right stay cord, obtains the real-time position difference between the left stay cord and the right stay cord. If the real-time position difference is too large, it proves that the user's barbell is skewed, which may cause danger. The standard action parameters include the first position difference threshold. When the real-time position difference exceeds the first position difference threshold, unsafe action feedback will be triggered.
在一些实施例中,左拉绳与右拉绳的实时位置差也可能触发错误动作反馈和不标准动作反馈,这是由于标准动作参数还包括第二位置差阈值和第三位置差阈值,不安全动作反馈、错误动作反馈和不标准动作反馈的触发优先等级依次降低,第一位置差阈值、第二位置差阈值和第三位置差阈值的大小依次降低,即在使用时,实时位置差超出第一位置差阈值,则触发不安全动作反馈;实时位置差超出第二位置差阈值,则触发错误动作反馈;实时位置差超出第三位置差阈值,则触发不标准动作反馈,当实时位置差超出第一位置差阈值时直接触发不安全动作反馈,不会触发不标准动作反馈和错误动作反馈,此处也遵循触发优先级等级。In some embodiments, the real-time position difference between the left pull rope and the right pull rope may also trigger wrong action feedback and non-standard action feedback. This is because the standard action parameters also include a second position difference threshold and a third position difference threshold. The trigger priority levels of safety action feedback, wrong action feedback and non-standard action feedback decrease in turn, and the first position difference threshold, the second position difference threshold and the third position difference threshold decrease in turn, that is, when in use, the real-time position difference exceeds The first position difference threshold triggers unsafe action feedback; the real-time position difference exceeds the second position difference threshold, triggers wrong action feedback; the real-time position difference exceeds the third position difference threshold, triggers non-standard action feedback, when the real-time position difference When the first position difference threshold is exceeded, the unsafe action feedback is directly triggered, and the non-standard action feedback and wrong action feedback will not be triggered, and the trigger priority level is also followed here.
其三:当处于杠铃模式的动作时,检测获得左拉绳和右拉绳的实时移动速度数据,基于左拉绳和右拉绳的实时移动速度数据,获得左拉绳与右拉绳的实时速度差,如果左右线轴速度差过大即实时速度差过大,证明用户没有控制住杠铃,有产生杠铃歪斜的风险,可能产生危险,标准动作参数包括第一速度差阈值,当实时速度差超过第一速度差阈值时,则触发不安全动作反馈。The third: When in the action of barbell mode, detect and obtain the real-time moving speed data of the left pull rope and the right pull rope, and obtain the real-time movement speed data of the left pull rope and the right pull rope based on the real-time moving speed data of the left pull rope and the right pull rope Speed difference. If the speed difference between the left and right spools is too large, that is, the real-time speed difference is too large, it proves that the user has not controlled the barbell, and there is a risk of barbell skewing, which may cause danger. The standard action parameters include the first speed difference threshold. When the real-time speed difference exceeds When the first speed difference threshold is reached, the unsafe action feedback is triggered.
在一些实施例中,左拉绳与右拉绳的实时速度差也可能触发错误动作反馈和不标准动作反馈,这是由于标准动作参数还包括第二速度差阈值和第三速度差阈值,不安全动作反馈、错误动作反馈和不标准动作反馈的触发 优先等级依次降低,第一速度差阈值、第二速度差阈值和第三速度差阈值的大小依次降低,即在使用时,实时速度差超出第一速度差阈值,则触发不安全动作反馈;实时速度差超出第二速度差阈值,则触发错误动作反馈;实时速度差是否超出第三速度差阈值,则触发不标准动作反馈。当实时速度差超出第一速度差阈值时直接触发不安全动作反馈,不会触发不标准动作反馈和错误动作反馈,此处也遵循触发优先级等级。这样在使用时,能进一步的对用户的动作进行反馈,提高使用效率。In some embodiments, the real-time speed difference between the left pull rope and the right pull rope may also trigger wrong action feedback and non-standard action feedback. This is because the standard action parameters also include a second speed difference threshold and a third speed difference threshold. The trigger priority levels of safety action feedback, wrong action feedback and non-standard action feedback decrease in turn, and the magnitudes of the first speed difference threshold, the second speed difference threshold and the third speed difference threshold decrease in turn, that is, when in use, the real-time speed difference exceeds The first speed difference threshold triggers unsafe action feedback; the real-time speed difference exceeds the second speed difference threshold, triggers wrong action feedback; whether the real-time speed difference exceeds the third speed difference threshold, triggers non-standard action feedback. When the real-time speed difference exceeds the first speed difference threshold, the unsafe action feedback is directly triggered, and the non-standard action feedback and wrong action feedback are not triggered, and the trigger priority level is also followed here. In this way, during use, the user's actions can be further fed back, and the use efficiency can be improved.
在判断动作是否错误时,除了上述的实时位置差和实时速度差外,还包括拉绳的行程数据即用户的行程,用户行程需要通过电机位置在运动期间实时计算,也即通过拉绳拉出的位置获取,行程也可以采用通过多次运动对行程进行标定的方式判断行程是否过大、过小或不稳定,动作的行程也应该有一个合适的范围,包括行程过大阈值和过小阈值,应根据相应动作制定。同时,每次运动后会得到当次运动的行程,如果每组动作内每次运动的行程差别过大,认为行程不稳定。When judging whether the action is wrong, in addition to the above-mentioned real-time position difference and real-time speed difference, it also includes the stroke data of the pull rope, that is, the user's stroke. The user's stroke needs to be calculated in real time through the motor position during movement, that is, pulled out by the pull rope The position can be obtained, and the stroke can also be calibrated through multiple movements to determine whether the stroke is too large, too small or unstable. The stroke of the action should also have a suitable range, including the threshold of excessive stroke and the threshold of too small , should be formulated according to the corresponding action. At the same time, after each exercise, the itinerary of the current exercise will be obtained. If the difference in the itinerary of each exercise in each group of movements is too large, the itinerary is considered unstable.
在本申请中标准动作参数包括第一行程范围和第一行程不稳定阈值,如果拉绳的行程数据超过第一行程范围,则动作错误,不是所规定的动作,进而会触发错误动作反馈,行程数据超出第一行程不稳定阈值,若超出则触发不标准动作反馈。每组动作内每次运动的行程数据的行程数据差超出第一行程不稳定阈值,则触发错误动作反馈。In this application, the standard action parameters include the first stroke range and the first stroke instability threshold. If the stroke data of the pull rope exceeds the first stroke range, the action is wrong, which is not the specified action, which will trigger wrong action feedback. If the data exceeds the unstable threshold of the first stroke, non-standard action feedback will be triggered. If the stroke data difference of the stroke data of each movement in each group of actions exceeds the first stroke instability threshold, then an error action feedback is triggered.
在此基础上,标准动作参数还包括第二行程范围和第二行程不稳定阈值,第二行程范围小于第一行程范围,第二行程不稳定阈值小于第一行程不稳定阈值,第二行程范围和第二行程不稳定阈值触发的为不标准动作反馈,也即在动作正确时,判断动作是否标准,进而保证用户能够到达较好的健身效果。行程数据超出第二行程范围,则触发不标准动作反馈;拉绳行程数据差是否超出第二行程不稳定阈值,则触发不标准动作反馈。此处也遵循触发优先级等级,这样在使用时,能进一步的对用户的动作进行反馈,提高使用 效率。On this basis, the standard action parameters also include a second stroke range and a second stroke instability threshold, the second stroke range is smaller than the first stroke range, the second stroke instability threshold is smaller than the first stroke instability threshold, the second stroke range And the second stroke instability threshold triggers non-standard action feedback, that is, when the action is correct, it is judged whether the action is standard, thereby ensuring that the user can achieve a better fitness effect. If the stroke data exceeds the second stroke range, non-standard action feedback will be triggered; if the difference between the pull rope stroke data exceeds the second stroke instability threshold, non-standard action feedback will be triggered. The trigger priority level is also followed here, so that when in use, it can further give feedback to the user's actions and improve the efficiency of use.
在判断动作是否标准时,除了上述的行程数据、行程数据差、实时速度差和实时位置差外,在判断动作是否标准时还依照用户每组动作中每个动作之间的时间间隔数据和每组动作的时间间隔数据的平均数据。一组动作中,每次动作之间都会间隔一定时间,如果间隔时间过长或过短或不均匀,都有可能造成锻炼效果的降低,因此,时间阈值包括组内动作间时间间隔过大阈值、过小阈值和不均匀阈值。标准动作参数包括时间间隔范围阈值、时间不均匀阈值;获取用户每组动作中每个动作之间的时间间隔数据,判断时间间隔数据是否超过时间间隔范围阈值,若超出则触发不标准动作反馈;获取用户每组动作的时间间隔数据的平均数据,判断平均数据是否超过时间不均匀阈值,若超出则触发不标准动作反馈。When judging whether an action is standard, in addition to the above-mentioned stroke data, stroke data difference, real-time speed difference and real-time position difference, when judging whether the motion is standard, it is also based on the time interval data between each movement in each group of user movements and each group of movements Average data for time interval data. In a group of actions, there will be a certain time interval between each action. If the interval is too long or too short or uneven, it may cause the reduction of the exercise effect. Therefore, the time threshold includes the excessive time interval threshold between actions in the group , too small threshold and uneven threshold. Standard action parameters include time interval range threshold and time unevenness threshold; obtain the time interval data between each action in each group of user actions, and judge whether the time interval data exceeds the time interval range threshold, and trigger non-standard action feedback if it exceeds; Obtain the average data of the time interval data of each group of actions of the user, and judge whether the average data exceeds the threshold of time unevenness, and trigger non-standard action feedback if it exceeds.
此外,在用户动作的行程、速度等都满足要求时,有可能会出现距离抖动的现象,这证明用户在动作过程中的表现并不好,可能比较吃力,或发力方式不对,导致距离数据不平滑。因此在判断动作是否标准时还根据拉绳的第二实时位置数据获取平滑度数据,标准动作参数包括平滑度阈值,判断平滑度数据是否超出平滑度阈值,若超出则触发不标准动作反馈。In addition, when the distance and speed of the user's action meet the requirements, there may be a phenomenon of distance jitter, which proves that the user's performance during the action is not good, it may be more difficult, or the way of exerting force is wrong, resulting in distance data. Not smooth. Therefore, when judging whether the action is standard, the smoothness data is also obtained according to the second real-time position data of the pull rope. The standard action parameters include a smoothness threshold, and it is judged whether the smoothness data exceeds the smoothness threshold. If it exceeds, non-standard action feedback is triggered.
具体的:获取滤波后的电机距离数据曲线S filt,其中,
Figure PCTCN2022121586-appb-000001
Figure PCTCN2022121586-appb-000002
S为电机距离数据曲线,S[n]为时刻为n时的电机距离,对S做区间大小为2k+1的均值滤波;
Specifically: obtain the filtered motor distance data curve S filt , where,
Figure PCTCN2022121586-appb-000001
Figure PCTCN2022121586-appb-000002
S is the motor distance data curve, S[n] is the motor distance at time n, and the average value filter with an interval size of 2k+1 is performed on S;
获取电机距离数据曲线的平滑度F,其中,
Figure PCTCN2022121586-appb-000003
应根据不同动作类型信息预设每个动作对应的平滑度阈值,当曲线平滑度大于平滑度阈值时,认为该曲线不平滑,说明用户表现不好,在动作过程中出现了抖动现象。
Obtain the smoothness F of the motor distance data curve, where,
Figure PCTCN2022121586-appb-000003
The smoothness threshold corresponding to each action should be preset according to the information of different action types. When the smoothness of the curve is greater than the smoothness threshold, the curve is considered not smooth, indicating that the user's performance is not good, and jitter occurs during the action.
训练动作是分组进行的,一组动作后期往往运动表现会变差,当动作表现差距过大时,可以认为用户的疲劳程度较大。组内平均速度即指一组 内动作的平均速度即每组动作的平均速度数据,如果某次动作平均速度下降过多,可以认为疲劳程度太大。具体的:获取每组动作的平均速度数据和平均行程数据中的至少一类数据作为第四工作状态数据。Training actions are carried out in groups, and the performance of a group of actions will often deteriorate in the later stage. When the difference in action performance is too large, it can be considered that the user is more fatigued. The average speed within a group refers to the average speed of the movements within a group, that is, the average speed data of each group of movements. If the average speed of a certain movement drops too much, it can be considered that the degree of fatigue is too great. Specifically: acquire at least one type of data in the average speed data and average stroke data of each group of actions as the fourth working state data.
第二方面,本申请还提供了一种智能健身器械的动作反馈系统,包括动作反馈模块、动作信息获取模块、标准动作参数模块、判断模块;其中动作反馈模块包括不安全动作反馈、错误动作反馈、不标准动作反馈和组内表现变差动作反馈,不安全动作反馈、错误动作反馈、不标准动作反馈和组内表现变差动作反馈的触发优先级依次降低;In the second aspect, the application also provides an action feedback system for intelligent fitness equipment, including an action feedback module, an action information acquisition module, a standard action parameter module, and a judgment module; wherein the action feedback module includes unsafe action feedback, wrong action feedback , Non-standard action feedback and action feedback of poor performance within the group, the triggering priority of unsafe action feedback, wrong action feedback, non-standard action feedback and action feedback of poor performance within the group will be lowered in turn;
动作信息获取模块用于获取用户的工作状态数据;The action information acquisition module is used to acquire the user's work status data;
判断模块用于通过对比工作状态数据和标准动作参数模块判断是否触发动作反馈模块。The judging module is used to judge whether to trigger the action feedback module by comparing the working status data with the standard action parameter module.
在本申请中当触发不安全动作反馈时,本申请直接控制电机停止工作,并对用户发出提示,当触发错误动作反馈、不标准动作反馈和组内表现变差动作反馈时,直接对用户发出提示即可。In this application, when the unsafe action feedback is triggered, the application directly controls the motor to stop working, and sends a reminder to the user. Just prompt.
第三方面,本申请还提供了一种电子装置,包括存储器、处理器以及存储在存储器中并可在处理器上运行的计算机程序,处理器执行计算机程序时实现上述一种智能健身器械的动作反馈方法的步骤。In the third aspect, the present application also provides an electronic device, including a memory, a processor, and a computer program stored in the memory and operable on the processor. When the processor executes the computer program, the action of the above-mentioned intelligent fitness equipment is realized. Steps in the Feedback Method.
第四方面,本申请还提供了一种计算机可读存储介质,计算机可读存储介质存储有计算机程序,计算机程序被处理器执行时实现上述一种智能健身器械的动作反馈方法的步骤。In the fourth aspect, the present application also provides a computer-readable storage medium, which stores a computer program, and when the computer program is executed by a processor, the steps of the above-mentioned action feedback method for an intelligent fitness device are realized.
本申请在使用的过程中,对于动作的判断按照触发的优先级等级的不同依次触发不安全动作反馈、错误动作反馈、不标准动作反馈和组内表现变差动作反馈。即将不安全动作反馈实时进行,错误动作反馈、不标准动作反馈和组内表现变差动作反馈按动作进行,即检测到不安全立即进行反馈,而其他反馈在一次拉出-回收的动作结束时才给出。在使用时,不仅能保证用户在使用过程中的安全,并且能对用户的动作进行指导和监控,使用户动作 正确、动作达标,并且在用户进行训练表现力变差时,对用户的动作进行反馈和提示,不仅能提高用户的使用效率、使用舒适度,还能进一步的保证训练效果,以便长期使用。In the process of using this application, the judgment of the action triggers the unsafe action feedback, the wrong action feedback, the non-standard action feedback and the poor performance action feedback within the group in sequence according to the different triggering priority levels. The unsafe action feedback will be carried out in real time, and the wrong action feedback, non-standard action feedback and intra-group performance deterioration action feedback will be performed according to the action, that is, feedback will be given immediately when an unsafe action is detected, and other feedback will be given at the end of a pull-recovery action only given. When in use, it can not only ensure the safety of the user during use, but also guide and monitor the user's actions, so that the user's actions are correct and the actions meet the standards. Feedback and tips can not only improve the user's efficiency and comfort, but also further ensure the training effect for long-term use.
附图说明Description of drawings
为了更清楚地说明本申请实施例的技术方案,下面将对本申请实施例中所需要使用的附图作简单地介绍,显而易见地,下面所描述的附图仅仅是本申请的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据附图获得其他的附图。In order to more clearly illustrate the technical solutions of the embodiments of the present application, the following will briefly introduce the accompanying drawings that need to be used in the embodiments of the present application. Obviously, the accompanying drawings described below are only some embodiments of the present application. Those of ordinary skill in the art can also obtain other drawings based on the accompanying drawings on the premise of not paying creative efforts.
图1为本申请实施例提供的一种智能健身器械的动作反馈方法的流程示意图。Fig. 1 is a schematic flow chart of an action feedback method for an intelligent fitness device provided by an embodiment of the present application.
图2为本申请实施例提供的一种智能健身器械的动作反馈系统的组成示意图。Fig. 2 is a schematic composition diagram of an action feedback system of an intelligent fitness equipment provided by an embodiment of the present application.
图3为本申请实施例提供的一种智能健身器械的主视图。Fig. 3 is a front view of an intelligent fitness device provided by an embodiment of the present application.
图4为本申请实施例提供的轨道内的局部结构示意图。Fig. 4 is a schematic diagram of a local structure in a track provided by an embodiment of the present application.
附图中标记及对应的零部件名称:Marks and corresponding parts names in the attached drawings:
8-轨道;9-端头;10-调节座;27-机体;28-支臂。8-track; 9-end; 10-adjusting seat; 27-body; 28-arm.
具体实施方式Detailed ways
为了能够更清楚地理解本申请的上述目的、特征和优点,下面结合附图和具体实施方式对本申请进行进一步的详细描述。需要说明的是,在相互不冲突的情况下,本申请的实施例及实施例中的特征可以相互组合。In order to better understand the above-mentioned purpose, features and advantages of the present application, the present application will be further described in detail below in conjunction with the accompanying drawings and specific embodiments. It should be noted that, under the condition of not conflicting with each other, the embodiments of the present application and the features in the embodiments can be combined with each other.
在下面的描述中阐述了很多具体细节以便于充分理解本申请,但是,本申请还可以采用其他不同于在此描述范围内的其他方式来实施,因此,本申请的保护范围并不受下面公开的具体实施例的限制。In the following description, a lot of specific details are set forth in order to fully understand the application, but the application can also be implemented in other ways different from the scope of this description, therefore, the protection scope of the application is not limited by the following disclosure limitations of specific examples.
本领域技术人员应理解的是,在本申请的揭露中,术语“纵向”、 “横向”、“上”、“下”、“前”、“后”、“左”、“右”、“竖直”、“水平”、“顶”、“底”“内”、“外”等指示的方位或位置关系是基于附图所示的方位或位置关系,其仅是为了便于描述本申请和简化描述,而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作,因此上述术语不能理解为对本申请的限制。Those skilled in the art should understand that, in the disclosure of the present application, the terms "vertical", "transverse", "upper", "lower", "front", "rear", "left", "right", " The orientation or positional relationship indicated by "vertical", "horizontal", "top", "bottom", "inner", "outer", etc. is based on the orientation or positional relationship shown in the drawings, which are only for the convenience of describing the present application and The above terms are not to be construed as limitations on the present application because the description is simplified rather than indicating or implying that the device or element referred to must have a particular orientation, be constructed, and operate in a particular orientation.
可以理解的是,术语“一”应理解为“至少一”或“一个或多个”,即在一个实施例中,一个元件的数量可以为一个,而在另外的实施例中,该元件的数量可以为多个,术语“一”不能理解为对数量的限制。It can be understood that the term "a" should be understood as "at least one" or "one or more", that is, in one embodiment, the number of an element can be one, while in another embodiment, the number of the element The quantity can be multiple, and the term "a" cannot be understood as a limitation on the quantity.
请参考图1,图1为本申请实施例提供的一种智能健身器械的动作反馈方法的流程示意图,本申请提供了一种智能健身器械的动作反馈方法,智能健身器械包括电机、支臂和穿过支臂耦合在电机上的拉绳,该方法包括如下步骤。Please refer to FIG. 1. FIG. 1 is a schematic flowchart of an action feedback method for an intelligent fitness device provided in an embodiment of the present application. The application provides an action feedback method for an intelligent fitness device. The intelligent fitness device includes a motor, an arm and Passing the stay rope coupled to the motor on the support arm, the method includes the following steps.
预设动作库,动作库中包括若干动作,每个动作预设有标准动作参数。Preset action library, the action library includes several actions, and each action is preset with standard action parameters.
确定用户的动作,获得支臂的第一实时位置数据、拉绳的第二实时位置数据和拉绳的实时移动速度数据中的至少一类数据作为第一工作状态数据;通过第一工作状态数据和动作对应的标准动作参数判断是否触发不安全动作反馈,若触发则控制电机停止工作,即触发保护模式。Determine the user's action, obtain at least one type of data in the first real-time position data of the support arm, the second real-time position data of the pull rope, and the real-time moving speed data of the pull rope as the first working state data; through the first working state data The standard action parameters corresponding to the action judge whether to trigger the unsafe action feedback. If it is triggered, the motor will be controlled to stop working, that is, the protection mode will be triggered.
获取拉绳的行程数据、拉绳的第二实时位置数据和拉绳的实时移动速度数据中的至少一类数据作为第二工作状态数据,一次拉出-回收的动作结束时,通过第二工作状态数据和动作对应的标准动作参数判断是否触发错误动作反馈;若触发错误动作反馈则发出提示。Obtain at least one type of data in the stroke data of the pull rope, the second real-time position data of the pull rope, and the real-time moving speed data of the pull rope as the second working state data. The standard action parameters corresponding to the state data and action judge whether to trigger the wrong action feedback; if the wrong action feedback is triggered, a prompt will be issued.
若没有触发错误动作反馈,则获取用户每个动作之间的时间间隔数据、拉绳的行程数据、拉绳的第二实时位置数据、拉绳的实时移动速度数据和平滑度数据中的至少一类数据作为第三工作状态数据,通过第三工作状态数据和动作对应的标准动作参数判断是否触发不标准动作反馈;若触发不标 准动作反馈则发出提示。If the wrong action feedback is not triggered, at least one of the time interval data between each action of the user, the stroke data of the pull rope, the second real-time position data of the pull rope, the real-time movement speed data and the smoothness data of the pull rope is acquired Class data is used as the third working state data, and whether the non-standard action feedback is triggered is judged by the third working state data and the standard action parameters corresponding to the action; if the non-standard action feedback is triggered, a prompt is issued.
若没有触发不标准动作反馈,则获取每组动作的平均速度数据和平均行程数据中的至少一类数据作为第四工作状态数据;通过第四工作状态数据和动作对应的标准动作参数判断是否触发组内表现变差动作反馈,若触发组内表现变差动作反馈则发出提示。If no non-standard action feedback is triggered, at least one type of data in the average speed data and average stroke data of each group of actions is obtained as the fourth working state data; whether to trigger is judged by the fourth working state data and the standard action parameters corresponding to the action Feedback on poor performance within the group. If the feedback on poor performance within the group is triggered, a prompt will be issued.
其中,智能健身器械中具有左拉绳和右拉绳,当用户的动作为杠铃动作时,左拉绳和右拉绳分别与杠铃两端固定连接;标准动作参数包括第一位置差阈值、第二位置差阈值和第三位置差阈值。Among them, the intelligent fitness equipment has a left pull rope and a right pull rope. When the user’s action is a barbell movement, the left pull rope and the right pull rope are fixedly connected to the two ends of the barbell respectively; the standard action parameters include the first position difference threshold, the second The second position difference threshold and the third position difference threshold.
智能健身器械的动作反馈方法还包括The action feedback method of intelligent fitness equipment also includes
检测获得左拉绳和右拉绳的第二实时位置数据,基于左拉绳和右拉绳的第二实时位置数据,获得左拉绳与右拉绳的实时位置差。判断实时位置差是否超出第一位置差阈值,若超出则触发不安全动作反馈;判断实时位置差是否超出第二位置差阈值,若超出则触发错误动作反馈;判断实时位置差是否超出第三位置差阈值,若超出则触发不标准动作反馈。The detection obtains the second real-time position data of the left and right stay cords, and based on the second real-time position data of the left and right stay cords, the real-time position difference between the left and right stay cords is obtained. Judging whether the real-time position difference exceeds the first position difference threshold, if it exceeds, trigger unsafe action feedback; determine whether the real-time position difference exceeds the second position difference threshold, if it exceeds, trigger error action feedback; determine whether the real-time position difference exceeds the third position If the difference threshold is exceeded, non-standard action feedback will be triggered.
在一些实施例中,标准动作参数包括第一速度差阈值、第二速度差阈值和第三速度差阈值。In some embodiments, the standard action parameters include a first speed difference threshold, a second speed difference threshold, and a third speed difference threshold.
智能健身器械的动作反馈方法还包括:The action feedback method of the intelligent fitness equipment also includes:
检测获得左拉绳和右拉绳的实时移动速度数据,基于左拉绳和右拉绳的实时移动速度数据,获得左拉绳与右拉绳的实时速度差。判断实时速度差是否超出第一速度差阈值,若超出则触发不安全动作反馈;判断实时速度差是否超出第二速度差阈值,若超出则触发错误动作反馈;判断实时速度差是否超出第三速度差阈值,若超出则触发不标准动作反馈。The real-time moving speed data of the left and right pull ropes is obtained by detection, and based on the real-time moving speed data of the left and right pull ropes, the real-time speed difference between the left and right pull ropes is obtained. Judging whether the real-time speed difference exceeds the first speed difference threshold, if it exceeds, trigger unsafe action feedback; judge whether the real-time speed difference exceeds the second speed difference threshold, if it exceeds, trigger error action feedback; judge whether the real-time speed difference exceeds the third speed If the difference threshold is exceeded, non-standard action feedback will be triggered.
在一些实施例中,标准动作参数包括第一行程范围、第二行程范围、第一行程不稳定阈值和第二行程不稳定阈值。In some embodiments, the standard operating parameters include a first travel range, a second travel range, a first travel instability threshold, and a second travel instability threshold.
智能健身器械的动作反馈方法还包括:The action feedback method of the intelligent fitness equipment also includes:
获取拉绳的行程数据,判断行程数据是否超出第一行程范围,若超出 则触发错误动作反馈;判断行程数据是否超出第二行程范围,若超出则触发不标准动作反馈。每组动作中获取每个动作的拉绳的行程数据,获取每组动作中相邻两个动作的拉绳行程数据差,判断拉绳行程数据差是否超出第一行程不稳定阈值,若超出则触发错误动作反馈;判断拉绳行程数据差是否超出第二行程不稳定阈值,若超出则触发不标准动作反馈。Get the stroke data of the pull rope, judge whether the stroke data exceeds the first stroke range, and trigger error action feedback if it exceeds; judge whether the stroke data exceeds the second stroke range, and trigger non-standard action feedback if it exceeds. Obtain the stroke data of the pull rope of each action in each group of actions, obtain the difference between the stroke data of the pull rope between two adjacent actions in each set of actions, and judge whether the difference between the stroke data of the pull rope exceeds the first stroke instability threshold. If it exceeds, then Trigger error action feedback; judge whether the data difference of the rope stroke exceeds the second stroke instability threshold, and if it exceeds, trigger non-standard action feedback.
在一些实施例中,标准动作参数包括时间间隔范围阈值、时间不均匀阈值。In some embodiments, the standard action parameters include a time interval range threshold and a time unevenness threshold.
智能健身器械的动作反馈方法还包括:The action feedback method of the intelligent fitness equipment also includes:
获取用户每组动作中每个动作之间的时间间隔数据,判断时间间隔数据是否超过时间间隔范围阈值,若超出则触发不标准动作反馈;获取用户每组动作的时间间隔数据的平均数据,判断平均数据是否超过时间不均匀阈值,若超出则触发不标准动作反馈。Obtain the time interval data between each action in each group of actions of the user, and judge whether the time interval data exceeds the threshold of the time interval range. If it exceeds, trigger non-standard action feedback; obtain the average data of the time interval data of each group of user actions, and judge Whether the average data exceeds the time unevenness threshold, and if it exceeds, non-standard action feedback will be triggered.
在本实施例中,第一位置差阈值大于第二位置差阈值,第二位置差阈值大于第三位置差阈值。第一速度差阈值大于第二速度差阈值,第二速度差阈值大于第三速度差阈值。第一行程范围大于第二行程范围,第一行程不稳定阈值大于第二行程不稳定阈值。In this embodiment, the first position difference threshold is greater than the second position difference threshold, and the second position difference threshold is greater than the third position difference threshold. The first speed difference threshold is greater than the second speed difference threshold, and the second speed difference threshold is greater than the third speed difference threshold. The first stroke range is greater than the second stroke range, and the first stroke instability threshold is greater than the second stroke instability threshold.
在一些实施例中,标准动作参数包括平滑度阈值。智能健身器械的动作反馈方法还包括:根据拉绳的第二实时位置数据获取平滑度数据,判断平滑度数据是否超出平滑度阈值,若超出则触发不标准动作反馈。In some embodiments, the standard motion parameters include a smoothness threshold. The motion feedback method of the smart fitness equipment also includes: obtaining smoothness data according to the second real-time position data of the pull rope, judging whether the smoothness data exceeds the smoothness threshold, and triggering non-standard motion feedback if exceeded.
具体的:获取滤波后的电机距离数据曲线S filt,其中,
Figure PCTCN2022121586-appb-000004
Figure PCTCN2022121586-appb-000005
S为电机距离数据曲线,S[n]为时刻为n时的电机距离,对S做区间大小为2k+1的均值滤波。
Specifically: obtain the filtered motor distance data curve S filt , where,
Figure PCTCN2022121586-appb-000004
Figure PCTCN2022121586-appb-000005
S is the motor distance data curve, S[n] is the motor distance at time n, and the average value filter with an interval size of 2k+1 is performed on S.
获取电机距离数据曲线的平滑度F,其中,
Figure PCTCN2022121586-appb-000006
应根据不同动作类型信息预设每个动作对应的平滑度阈值,当曲线平滑度大于平滑度阈值时,认为该曲线不平滑,说明用户表现不好,在动作过程中出现了 抖动现象。
Obtain the smoothness F of the motor distance data curve, where,
Figure PCTCN2022121586-appb-000006
The smoothness threshold corresponding to each action should be preset according to the information of different action types. When the smoothness of the curve is greater than the smoothness threshold, the curve is considered not smooth, indicating that the user's performance is not good, and jitter occurs during the action.
下面结合具体的例子对本申请中的一种智能健身器械的动作反馈方法进行介绍。An action feedback method for an intelligent fitness device in this application will be introduced below with reference to specific examples.
步骤1预设动作库,动作库中包括若干动作,每个动作预设有标准动作参数,其中标准动作参数包括支臂位置参数、第一位置差阈值、第二位置差阈值、第三位置差阈值、第一速度差阈值、第二速度差阈值、第三速度差阈值、第一行程范围、第二行程范围、第一行程不稳定阈值、第二行程不稳定阈值、时间间隔范围阈值、时间不均匀阈值和平滑度阈值。Step 1. Preset the action library. The action library includes several actions. Each action is preset with standard action parameters. The standard action parameters include arm position parameters, the first position difference threshold, the second position difference threshold, and the third position difference. Threshold, first speed difference threshold, second speed difference threshold, third speed difference threshold, first trip range, second trip range, first trip instability threshold, second trip instability threshold, time interval range threshold, time Unevenness Threshold and Smoothness Threshold.
步骤2确定用户的动作,首先判断动作是否触发不安全动作反馈。在步骤1中的获取该动作的标准动作参数,获得支臂的第一实时位置数据、拉绳的第二实时位置数据和拉绳的实时移动速度数据中的至少一类数据作为第一工作状态数据;通过第一工作状态数据和动作对应的标准动作参数判断是否触发不安全动作反馈,若触发则控制电机停止工作,即触发保护模式。Step 2 is to determine the user's action, and first determine whether the action triggers unsafe action feedback. Obtain the standard action parameters of the action in step 1, obtain at least one type of data in the first real-time position data of the support arm, the second real-time position data of the pull rope and the real-time moving speed data of the pull rope as the first working state Data: judge whether to trigger the unsafe action feedback through the first working state data and the standard action parameters corresponding to the action, if triggered, control the motor to stop working, that is, trigger the protection mode.
步骤2.1支臂的第一实时位置数据包括支臂的位置参数,通过判断支臂的第一实时位置是否超过标准动作参数中的支臂位置参数,若超过则触发不安全动作反馈,控制电机停止工作。Step 2.1 The first real-time position data of the support arm includes the position parameters of the support arm. By judging whether the first real-time position of the support arm exceeds the support arm position parameter in the standard action parameters, if it exceeds, it will trigger unsafe action feedback and control the motor to stop Work.
步骤2.2智能健身器械中具有左拉绳和右拉绳,当用户的动作为杠铃动作时,左拉绳和右拉绳分别与杠铃两端固定连接,检测获得左拉绳和右拉绳的第二实时位置数据,基于左拉绳和右拉绳的第二实时位置数据,获得左拉绳与右拉绳的实时位置差;判断实时位置差是否超出第一位置差阈值,若超出则触发不安全动作反馈;在本实施例中第一位置差阈值为10厘米(cm)。Step 2.2 There are left and right pull ropes in the intelligent fitness equipment. When the user’s action is a barbell action, the left and right pull ropes are fixedly connected to the two ends of the barbell respectively. Two real-time position data, based on the second real-time position data of the left pull rope and the right pull rope, obtain the real-time position difference between the left pull rope and the right pull rope; judge whether the real-time position difference exceeds the first position difference threshold, and if it exceeds, trigger no Safety action feedback; in this embodiment, the first position difference threshold is 10 centimeters (cm).
步骤2.3检测获得左拉绳和右拉绳的实时移动速度数据,基于左拉绳和右拉绳的实时移动速度数据,获得左拉绳与右拉绳的实时速度差,判断实时速度差是否超出第一速度差阈值,若超出则触发不安全动作反馈;在本实施例中,第一速度差阈值为0.5米/秒(m/s)。Step 2.3 detects and obtains the real-time moving speed data of the left pull rope and the right pull rope, based on the real-time moving speed data of the left pull rope and the right pull rope, obtains the real-time speed difference between the left pull rope and the right pull rope, and judges whether the real-time speed difference exceeds If the first speed difference threshold is exceeded, an unsafe action feedback will be triggered; in this embodiment, the first speed difference threshold is 0.5 meters per second (m/s).
其中,步骤2.1-2.3的检测同时进行,若其中任一一个触发不安全 动作反馈,即为触发不安全动作反馈,电机停止工作。若没有触发不安全动作反馈则进行步骤3的监测。Among them, the detection of steps 2.1-2.3 is carried out at the same time, if any one of them triggers the unsafe action feedback, that is, triggers the unsafe action feedback, and the motor stops working. If no unsafe action feedback is triggered, the monitoring in step 3 will be carried out.
步骤3获取拉绳的行程数据、拉绳的第二实时位置数据和拉绳的实时移动速度数据中的至少一类数据作为第二工作状态数据,当一次拉出-回收的动作结束时,通过第二工作状态数据和动作对应的标准动作参数判断是否触发错误动作反馈。Step 3 acquires at least one type of data in the stroke data of the pull rope, the second real-time position data of the pull rope, and the real-time moving speed data of the pull rope as the second working state data. When a pulling-recovery action ends, pass The second working state data and standard action parameters corresponding to the action determine whether to trigger error action feedback.
步骤3.1判断实时位置差是否超出第二位置差阈值,若超出则触发错误动作反馈;其中第二位置差阈值为5cm。Step 3.1 Determine whether the real-time position difference exceeds the second position difference threshold, and if so, trigger error action feedback; wherein the second position difference threshold is 5cm.
步骤3.2判断实时速度差是否超出第二速度差阈值,若超出则触发错误动作反馈;第二速度差阈值为0.25m/s。Step 3.2 judges whether the real-time speed difference exceeds the second speed difference threshold, and if so, triggers error action feedback; the second speed difference threshold is 0.25m/s.
步骤3.3获取拉绳的行程数据,判断行程数据是否超出第一行程范围,若超出则触发错误动作反馈;每组动作中获取每个动作的拉绳的行程数据,获取每组动作中相邻两个动作的拉绳行程数据差,判断拉绳行程数据差是否超出第一行程不稳定阈值,若超出则触发错误动作反馈;在本实施例中,身高为170-180cm的用户进行上肢臂训练时,第一行程范围为8-15cm,第一行程不稳定阈值为3cm;步骤3.1-3.3的监测是同时进行的,其中任一一个触发错误动作反馈即为触发错误动作反馈,触发后对用户发出提示,若没有触发错误动作反馈则进行步骤4的监测。Step 3.3 Obtain the stroke data of the pull rope, judge whether the stroke data exceeds the first stroke range, and if it exceeds, trigger error action feedback; obtain the stroke data of the pull rope for each action in each group of actions, and obtain two adjacent strokes in each set of actions The stroke data difference of the pull rope of each action is different, and it is judged whether the stroke data difference of the pull rope exceeds the instability threshold of the first stroke, and if it exceeds, the error action feedback will be triggered; , the range of the first stroke is 8-15cm, and the unstable threshold of the first stroke is 3cm; the monitoring of steps 3.1-3.3 is carried out at the same time, any one of which triggers the wrong action feedback is the triggered wrong action feedback, and the user is notified after triggering A prompt is issued, and if no error action feedback is triggered, the monitoring in step 4 will be carried out.
步骤4获取用户每个动作之间的时间间隔数据、拉绳的行程数据、拉绳的第二实时位置数据、拉绳的实时移动速度数据和平滑度数据中的至少一类数据作为第三工作状态数据,通过第三工作状态数据和动作对应的标准动作参数判断是否触发不标准动作反馈。Step 4 Obtain at least one type of data in the time interval data between each action of the user, the stroke data of the pull rope, the second real-time position data of the pull rope, the real-time movement speed data and the smoothness data of the pull rope as the third work For the state data, judge whether to trigger non-standard action feedback through the third working state data and the standard action parameters corresponding to the action.
步骤4.1判断实时位置差是否超出第三位置差阈值,若超出则触发不标准动作反馈,第三位置差阈值为3cm。Step 4.1 Determine whether the real-time position difference exceeds the third position difference threshold, if so, trigger non-standard action feedback, and the third position difference threshold is 3cm.
步骤4.2判断实时速度差是否超出第三速度差阈值,若超出则触发不标准动作反馈,第三速度差阈值为0.15m/s。Step 4.2 judges whether the real-time speed difference exceeds the third speed difference threshold, and if so, triggers non-standard action feedback, and the third speed difference threshold is 0.15m/s.
步骤4.3判断行程数据是否超出第二行程范围,若超出则触发不标准动作反馈;判断拉绳行程数据差是否超出第二行程不稳定阈值,若超出则触发不标准动作反馈。在本实施例中,身高为170-180cm的用户进行上肢臂训练时,第二行程范围为10-13cm,第二行程不稳定阈值为2cm。Step 4.3 Judging whether the stroke data exceeds the second stroke range, if so, triggering non-standard action feedback; judging whether the pull rope stroke data difference exceeds the second stroke instability threshold, if so, triggering non-standard action feedback. In this embodiment, when a user with a height of 170-180 cm performs upper limb arm training, the second stroke range is 10-13 cm, and the second stroke instability threshold is 2 cm.
步骤4.4获取用户每组动作中每个动作之间的时间间隔数据,判断时间间隔数据是否超过时间间隔范围阈值,若超出则触发不标准动作反馈;获取用户每组动作的时间间隔数据的平均数据,判断平均数据是否超过时间不均匀阈值,若超出则触发不标准动作反馈;本实施例中身高为170-180cm的用户进行上肢臂训练时,时间间隔范围阈值为5-10秒(s),时间不均匀阈值为3分钟(min)。Step 4.4 Obtain the time interval data between each action in each group of actions of the user, determine whether the time interval data exceeds the threshold of the time interval range, and if it exceeds, trigger non-standard action feedback; obtain the average data of the time interval data of each group of user actions , to determine whether the average data exceeds the time uneven threshold, and if it exceeds, non-standard action feedback is triggered; in this embodiment, when a user with a height of 170-180cm performs upper limb arm training, the time interval range threshold is 5-10 seconds (s), The time unevenness threshold is 3 minutes (min).
步骤4.5根据拉绳的第二实时位置数据获取平滑度数据,标准动作参数包括平滑度阈值,判断平滑度数据是否超出平滑度阈值,若超出则触发不标准动作反馈。Step 4.5 Obtain smoothness data according to the second real-time position data of the pull rope, the standard action parameters include a smoothness threshold, judge whether the smoothness data exceeds the smoothness threshold, and trigger non-standard action feedback if exceeded.
步骤4.51获取滤波后的电机距离数据曲线S filt,其中,
Figure PCTCN2022121586-appb-000007
Figure PCTCN2022121586-appb-000008
S为电机距离数据曲线,S[n]为时刻为n时的电机距离,对S做区间大小为2k+1的均值滤波。
Step 4.51 obtains the filtered motor distance data curve S filt , where,
Figure PCTCN2022121586-appb-000007
Figure PCTCN2022121586-appb-000008
S is the motor distance data curve, S[n] is the motor distance at time n, and the average value filter with an interval size of 2k+1 is performed on S.
步骤4.52获取电机距离数据曲线的平滑度F,其中,
Figure PCTCN2022121586-appb-000009
应根据不同动作类型信息预设每个动作对应的平滑度阈值,当曲线平滑度大于平滑度阈值时,认为该曲线不平滑,说明用户表现不好,在动作过程中出现了抖动现象。
Step 4.52 obtains the smoothness F of the motor distance data curve, wherein,
Figure PCTCN2022121586-appb-000009
The smoothness threshold corresponding to each action should be preset according to the information of different action types. When the smoothness of the curve is greater than the smoothness threshold, the curve is considered not smooth, indicating that the user's performance is not good, and jitter occurs during the action.
步骤4.1-步骤4.5的监测是同时进行的,其中任一一个触发不标准动作反馈即为触发不标准动作反馈,触发后对用户发出提示,若没有触发不标准动作反馈则进行步骤5的监测。The monitoring of steps 4.1-4.5 is carried out at the same time. Any one of them that triggers non-standard action feedback is the trigger of non-standard action feedback. After triggering, a prompt will be issued to the user. If no non-standard action feedback is triggered, the monitoring of step 5 will be carried out. .
步骤5获取每组动作的平均速度数据和平均行程数据中的至少一类数据作为第四工作状态数据,通过第四工作状态数据和动作对应的标准动 作参数判断是否触发组内表现变差动作反馈。Step 5 Obtain at least one type of data in the average speed data and average stroke data of each group of actions as the fourth working state data, and judge whether to trigger the action feedback of performance deterioration within the group through the fourth working state data and the standard action parameters corresponding to the action .
请参考图2,图2为本申请实施例提供的一种智能健身器械的动作反馈系统的组成示意图,在上述方法实施例的基础上,本申请实施例还提供了一种智能健身器械的动作反馈系统,包括:动作反馈模块、动作信息获取模块、标准动作参数模块、判断模块;其中动作反馈模块包括不安全动作反馈、错误动作反馈、不标准动作反馈和组内表现变差动作反馈,不安全动作反馈、错误动作反馈、不标准动作反馈和组内表现变差动作反馈的触发优先级依次降低;动作信息获取模块用于获取用户的工作状态数据;判断模块用于通过对比工作状态数据和标准动作参数模块判断是否触发动作反馈模块。在本申请中当触发不安全动作反馈时,本申请直接控制电机停止工作,并对用户发出提示,当触发错误动作反馈、不标准动作反馈和组内表现变差动作反馈时,直接对用户发出提示即可。Please refer to Figure 2. Figure 2 is a schematic diagram of the composition of an action feedback system for an intelligent fitness device provided by the embodiment of the present application. On the basis of the above-mentioned method embodiment, the embodiment of the present application also provides an action The feedback system includes: an action feedback module, an action information acquisition module, a standard action parameter module, and a judgment module; the action feedback module includes unsafe action feedback, wrong action feedback, non-standard action feedback and poor performance within the group. The triggering priority of safety action feedback, wrong action feedback, non-standard action feedback and action feedback of poor performance within the group is lowered in turn; the action information acquisition module is used to obtain the user's working status data; the judgment module is used to compare the working status data and The standard action parameter module judges whether to trigger the action feedback module. In this application, when the unsafe action feedback is triggered, the application directly controls the motor to stop working, and sends a reminder to the user. Just prompt.
本申请实施例还提供了一种电子装置,包括存储器、处理器以及存储在存储器中并可在处理器上运行的计算机程序,处理器执行计算机程序时实现一种智能健身器械的动作反馈方法的步骤。The embodiment of the present application also provides an electronic device, including a memory, a processor, and a computer program stored in the memory and operable on the processor. When the processor executes the computer program, an action feedback method for an intelligent fitness device is implemented. step.
其中,处理器可以是中央处理器,还可以是其他通用处理器、数字信号处理器、专用集成电路、现成可编程门阵列或者其他可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件等。通用处理器可以是微处理器或者该处理器也可以是任何常规的处理器等。Wherein, the processor may be a central processing unit, or other general-purpose processors, digital signal processors, application-specific integrated circuits, off-the-shelf programmable gate arrays or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. . A general-purpose processor may be a microprocessor, or the processor may be any conventional processor, or the like.
存储器可用于存储计算机程序和/或模块,处理器通过运行或执行存储在存储器内的数据,实现本申请中一种智能健身器械的动作反馈装置的各种功能。存储器可主要包括存储程序区和存储数据区,其中,存储程序区可存储操作系统、至少一个功能所需的应用程序(比如声音播放功能、图像播放功能等)等。此外,存储器可以包括高速随机存取存储器、还可以包括非易失性存储器,例如硬盘、内存、插接式硬盘,智能存储卡,安全数字卡,闪存卡、至少一个磁盘存储器件、闪存器件、或其他易失性固态存储器件。The memory can be used to store computer programs and/or modules, and the processor realizes various functions of an action feedback device of an intelligent fitness device in this application by running or executing data stored in the memory. The memory may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system, at least one application required by a function (such as a sound playback function, an image playback function, etc.) and the like. In addition, the memory can include high-speed random access memory, and can also include non-volatile memory, such as hard disk, internal memory, plug-in hard disk, smart memory card, secure digital card, flash memory card, at least one magnetic disk storage device, flash memory device, or other volatile solid-state memory devices.
本申请实施例还提供了一种计算机可读存储介质,计算机可读存储介质存储有计算机程序,计算机程序被处理器执行时实现一种智能健身器械的动作反馈方法的步骤。The embodiment of the present application also provides a computer-readable storage medium. The computer-readable storage medium stores a computer program. When the computer program is executed by a processor, the steps of an action feedback method for an intelligent fitness device are realized.
本申请实施例的计算机存储介质,可以采用一个或多个计算机可读的介质的任意组合。计算机可读介质可以是计算机可读信号介质或者计算机可读存储介质。计算机可读存储介质可以是但不限于电、磁、光、电磁、红外线、或半导体的系统、装置或器件,或者任意以上的组合。计算机可读存储介质的更具体的例子(非穷举的列表)包括:具有一个或多个导线的电连接、便携式计算机磁盘、硬盘、随机存取存储器(RandomAccess Memory,RAM)、只读存储器(Read Only Memor,ROM)、可擦式可编程只读存储器((Erasable Programmable Read Only Memory,EPROM)或闪存)、光纤、便携式紧凑磁盘只读存储器(Compact Disc Read Only Memory,CD-ROM)、光存储器件、磁存储器件、或者上述的任意合适的组合。在本文件中,计算机可读存储介质可以是任何包含或存储程序的有形介质,该程序可以被指令执行系统、装置或者器件使用或者与其结合使用。The computer storage medium in the embodiments of the present application may use any combination of one or more computer-readable media. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. A computer readable storage medium may be, but is not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination thereof. More specific examples (non-exhaustive list) of computer-readable storage media include: electrical connections with one or more conductors, portable computer disks, hard disks, Random Access Memory (RAM), Read Only Memory ( Read Only Memor, ROM), erasable programmable read-only memory ((Erasable Programmable Read Only Memory, EPROM) or flash memory), optical fiber, portable compact disk read-only memory (Compact Disc Read Only Memory, CD-ROM), optical A storage device, a magnetic storage device, or any suitable combination of the above. In this document, a computer-readable storage medium may be any tangible medium that contains or stores a program that can be used by or in conjunction with an instruction execution system, apparatus, or device.
在上述实施例的基础上,如图3和4所示,本申请中的方法实施例对应的健身器械为一种智能健身器械,包括机体27,还包括转动连接在机体27上的轨道8、滑动配合在轨道8内的调节座10、转动连接在调节座10上的端头9、与端头9固定连接的支臂28。此外,该智能健身器械还包括如下内容。On the basis of the above-mentioned embodiments, as shown in Figures 3 and 4, the fitness equipment corresponding to the method embodiment in the present application is a kind of intelligent fitness equipment, including a body 27, and also includes a track 8 that is rotatably connected to the body 27, The adjustment base 10 slidably fitted in the track 8 , the end 9 rotatably connected to the adjustment base 10 , and the support arm 28 fixedly connected with the end 9 . In addition, the smart fitness equipment also includes the following contents.
第一调节组件,用于调节轨道8在机体27上绕轨道自身轴线的转动角度;第二调节组件,用于调节调节座10在轨道8内的轴向位置(即支臂沿轨道平移的位置);第三调节组件,用于调节端头9在调节座10上的转动角度(即支臂绕支臂与轨道交点转动的角度);第四调节组件,用于调节连接头,使支臂28与不同的配件连接;在本实施例中与杠杆连接。The first adjustment assembly is used to adjust the rotation angle of the track 8 on the body 27 around the axis of the track itself; the second adjustment assembly is used to adjust the axial position of the adjustment seat 10 in the track 8 (that is, the position of the arm along the translation of the track) ); the third adjustment assembly is used to adjust the rotation angle of the terminal 9 on the adjustment seat 10 (that is, the angle at which the support arm rotates around the intersection point of the support arm and the track); the fourth adjustment assembly is used to adjust the connector so that the support arm 28 is connected with different fittings; in this embodiment with a lever.
本实施例中,第一调节组件、第二调节组件上设置有第一传感器, 第一传感器用于监测支臂的位置信息,即获取支臂的第一实时位置数据;拉绳上设置有第二传感器,第二传感器用于监测拉绳的另一端与电机之间的距离,即获取拉绳的第二实时位置数据和行程数据,拉绳上还设置有用于监测拉绳移动速度的第三传感器,即用于获取拉绳的实时移动速度数据。In this embodiment, the first adjustment component and the second adjustment component are provided with a first sensor, and the first sensor is used to monitor the position information of the support arm, that is, to obtain the first real-time position data of the support arm; Two sensors, the second sensor is used to monitor the distance between the other end of the stay rope and the motor, that is, to obtain the second real-time position data and stroke data of the stay rope, the stay rope is also provided with a third sensor for monitoring the moving speed of the stay rope The sensor is used to obtain the real-time moving speed data of the pull rope.
尽管已描述了本申请的优选实施例,但本领域内的技术人员一旦得知了基本创造性概念,则可对这些实施例作出另外的变更和修改。所以,所附权利要求意欲解释为包括优选实施例以及落入本申请范围的所有变更和修改。While preferred embodiments of the present application have been described, additional changes and modifications to these embodiments can be made by those skilled in the art once the basic inventive concept is appreciated. Therefore, the appended claims are intended to be construed to cover the preferred embodiment and all changes and modifications which fall within the scope of the application.
显然,本领域的技术人员可以对本申请进行各种改动和变型而不脱离本申请的精神和范围。这样,倘若本申请的这些修改和变型属于本申请权利要求及其等同技术的范围之内,则本申请也意图包含这些改动和变型在内。Obviously, those skilled in the art can make various changes and modifications to the application without departing from the spirit and scope of the application. In this way, if these modifications and variations of the present application fall within the scope of the claims of the present application and their equivalent technologies, the present application is also intended to include these modifications and variations.

Claims (11)

  1. 一种智能健身器械的动作反馈方法,包括:A motion feedback method for an intelligent fitness device, comprising:
    预设动作库,动作库中包括若干动作,每个动作预设有标准动作参数;Preset action library, which includes several actions, and each action is preset with standard action parameters;
    确定用户的动作,获得拉绳的实时位置数据和拉绳的实时移动速度数据中的至少一类数据作为第一工作状态数据;Determine the user's action, and obtain at least one type of data in the real-time position data of the pull rope and the real-time moving speed data of the pull rope as the first working state data;
    获取拉绳的行程数据、拉绳的实时位置数据和拉绳的实时移动速度数据中的至少一类数据作为第二工作状态数据;Acquiring at least one type of data in the stroke data of the pull rope, the real-time position data of the pull rope and the real-time moving speed data of the pull rope as the second working state data;
    获取用户每个动作之间的时间间隔数据、拉绳的行程数据、拉绳的实时位置数据、拉绳的实时移动速度数据和平滑度数据中的至少一类数据作为第三工作状态数据;Acquiring at least one type of data among the time interval data between each action of the user, the stroke data of the pull rope, the real-time position data of the pull rope, the real-time moving speed data of the pull rope, and the smoothness data as the third working state data;
    获取用户每组动作的平均数据作为第四工作状态数据;Obtain the average data of each group of actions of the user as the fourth working state data;
    通过第一工作状态数据和动作对应的标准动作参数判断是否触发不安全动作反馈;Judging whether to trigger unsafe action feedback through the first working state data and the standard action parameters corresponding to the action;
    通过第二工作状态数据和动作对应的标准动作参数判断是否触发错误动作反馈;Judging whether to trigger error action feedback through the second working state data and the standard action parameters corresponding to the action;
    通过第三工作状态数据和动作对应的标准动作参数判断是否触发不标准动作反馈;Judging whether to trigger non-standard action feedback through the third working state data and the standard action parameters corresponding to the action;
    通过第四工作状态数据和动作对应的标准动作参数判断是否触发组内表现变差动作反馈。It is judged whether to trigger the performance deterioration action feedback within the group according to the fourth working state data and the standard action parameters corresponding to the action.
  2. 根据权利要求1所述的一种智能健身器械的动作反馈方法,其中,智能健身器械中具有左拉绳和右拉绳,当用户的动作为杠铃动作时,所述左拉绳和所述右拉绳分别与杠铃两端固定连接;标准动作参数包括第一位置差阈值、第二位置差阈值和第三位置差阈值;The action feedback method of an intelligent fitness equipment according to claim 1, wherein the intelligent fitness equipment has a left pull rope and a right pull rope, and when the user's action is a barbell movement, the left pull rope and the right pull rope The pull ropes are respectively fixedly connected to both ends of the barbell; the standard action parameters include the first position difference threshold, the second position difference threshold and the third position difference threshold;
    所述方法还包括:The method also includes:
    检测获得所述左拉绳和所述右拉绳的实时位置数据,基于所述左拉绳和所述右拉绳的实时位置数据,获得所述左拉绳与所述右拉绳的实时位置差;Detecting and obtaining the real-time position data of the left stay cord and the right stay cord, and obtaining the real-time positions of the left stay cord and the right stay cord based on the real-time position data of the left stay cord and the right stay cord Difference;
    判断所述实时位置差是否超出第一位置差阈值,若超出则触发不安全动作反馈;judging whether the real-time position difference exceeds a first position difference threshold, and if so, triggering unsafe action feedback;
    判断所述实时位置差是否超出第二位置差阈值,若超出则触发错误动作反馈;judging whether the real-time position difference exceeds a second position difference threshold, and if so, triggering error action feedback;
    判断所述实时位置差是否超出第三位置差阈值,若超出则触发不标准动作反馈。It is judged whether the real-time position difference exceeds a third position difference threshold, and if so, non-standard action feedback is triggered.
  3. 根据权利要求2所述的一种智能健身器械的动作反馈方法,其中,标准动作参数包括第一速度差阈值、第二速度差阈值和第三速度差阈值;An action feedback method for an intelligent fitness device according to claim 2, wherein the standard action parameters include a first speed difference threshold, a second speed difference threshold and a third speed difference threshold;
    所述方法还包括:The method also includes:
    检测获得所述左拉绳和所述右拉绳的实时移动速度数据,基于所述左拉绳和所述右拉绳的实时移动速度数据,获得所述左拉绳与所述右拉绳的实时速度差;Detecting and obtaining the real-time movement speed data of the left stay cord and the right stay cord, based on the real-time movement speed data of the left stay cord and the right stay cord, obtaining the distance between the left stay cord and the right stay cord Poor real-time speed;
    判断所述实时速度差是否超出第一速度差阈值,若超出则触发不安全动作反馈;Judging whether the real-time speed difference exceeds a first speed difference threshold, if so, triggering unsafe action feedback;
    判断所述实时速度差是否超出第二速度差阈值,若超出则触发错误动作反馈;judging whether the real-time speed difference exceeds a second speed difference threshold, and if so, triggering error action feedback;
    判断所述实时速度差是否超出第三速度差阈值,若超出则触发不标准动作反馈。It is judged whether the real-time speed difference exceeds a third speed difference threshold, and if so, non-standard action feedback is triggered.
  4. 根据权利要求1-3中任一所述的一种智能健身器械的动作反馈方法,其中,标准动作参数包括第一行程范围、第二行程范围、第一行程不稳定阈值和第二行程不稳定阈值;An action feedback method for an intelligent fitness device according to any one of claims 1-3, wherein the standard action parameters include the first stroke range, the second stroke range, the first stroke instability threshold and the second stroke instability threshold;
    所述方法还包括:The method also includes:
    获取拉绳的行程数据,判断行程数据是否超出第一行程范围,若超出则触发错误动作反馈;判断行程数据是否超出第二行程范围,若超出则触发不标准动作反馈;Obtain the stroke data of the pull rope, judge whether the stroke data exceeds the first stroke range, and trigger error action feedback if it exceeds; judge whether the stroke data exceeds the second stroke range, and trigger non-standard action feedback if it exceeds;
    每组动作中获取每个动作的拉绳的行程数据,获取每组动作中相邻两个 动作的拉绳行程数据差,判断拉绳行程数据差是否超出第一行程不稳定阈值,若超出则触发错误动作反馈;判断拉绳行程数据差是否超出第二行程不稳定阈值,若超出则触发不标准动作反馈。Obtain the stroke data of the pull rope of each action in each group of actions, obtain the difference between the stroke data of the pull rope between two adjacent actions in each set of actions, and judge whether the difference between the stroke data of the pull rope exceeds the first stroke instability threshold. If it exceeds, then Trigger error action feedback; judge whether the data difference of the rope stroke exceeds the second stroke instability threshold, and if it exceeds, trigger non-standard action feedback.
  5. 根据权利要求1-4中任一项所述的一种智能健身器械的动作反馈方法,其中,标准动作参数包括时间间隔范围阈值、时间不均匀阈值;An action feedback method for an intelligent fitness device according to any one of claims 1-4, wherein the standard action parameters include a time interval range threshold and a time unevenness threshold;
    所述方法还包括:The method also includes:
    获取用户每组动作中每个动作之间的时间间隔数据,判断时间间隔数据是否超过时间间隔范围阈值,若超出则触发不标准动作反馈;Obtain the time interval data between each action in each group of actions of the user, judge whether the time interval data exceeds the threshold of the time interval range, and trigger non-standard action feedback if it exceeds;
    获取用户每组动作的时间间隔数据的平均数据,判断平均数据是否超过时间不均匀阈值,若超出则触发不标准动作反馈。Obtain the average data of the time interval data of each group of actions of the user, and judge whether the average data exceeds the threshold of time unevenness, and trigger non-standard action feedback if it exceeds.
  6. 根据权利要求1-5中任一项所述的一种智能健身器械的动作反馈方法,其中,标准动作参数包括平滑度阈值;An action feedback method for an intelligent fitness device according to any one of claims 1-5, wherein the standard action parameters include a smoothness threshold;
    所述方法还包括:The method also includes:
    根据拉绳的实时位置数据获取平滑度数据,判断平滑度数据是否超出平滑度阈值,若超出则触发不标准动作反馈。Obtain smoothness data according to the real-time position data of the pull rope, judge whether the smoothness data exceeds the smoothness threshold, and trigger non-standard action feedback if exceeded.
  7. 根据权利要求1-6中任一项所述的一种智能健身器械的动作反馈方法,其中,所述方法还包括:The action feedback method of an intelligent fitness device according to any one of claims 1-6, wherein the method further comprises:
    获取每组动作的平均速度数据和平均行程数据中的至少一类数据作为第四工作状态数据。At least one type of data among the average speed data and the average stroke data of each group of actions is obtained as the fourth working state data.
  8. 一种智能健身器械的动作反馈系统,包括动作反馈模块、动作信息获取模块、标准动作参数模块、判断模块;其中动作反馈模块包括不安全动作反馈、错误动作反馈、不标准动作反馈和组内表现变差动作反馈,不安全动作反馈、错误动作反馈、不标准动作反馈和组内表现变差动作反馈的触发优先级依次降低;An action feedback system for intelligent fitness equipment, including an action feedback module, an action information acquisition module, a standard action parameter module, and a judgment module; wherein the action feedback module includes unsafe action feedback, wrong action feedback, non-standard action feedback and group performance The triggering priority of action feedback of poor performance, unsafe action feedback, wrong action feedback, non-standard action feedback and poor performance within the group decreases in turn;
    动作信息获取模块用于获取用户的工作状态数据;The action information acquisition module is used to acquire the user's work status data;
    判断模块用于通过对比工作状态数据和标准动作参数模块判断是否触发 动作反馈模块。The judging module is used to judge whether to trigger the action feedback module by comparing the working state data with the standard action parameter module.
  9. 一种电子装置,包括存储器、处理器以及存储在所述存储器中并可在所述处理器上运行的计算机程序,所述处理器执行所述计算机程序时实现如权利要求1-7中任意一个所述一种智能健身器械的动作反馈方法的步骤。An electronic device, comprising a memory, a processor, and a computer program stored in the memory and operable on the processor, when the processor executes the computer program, any one of claims 1-7 is implemented. The steps of the action feedback method of the intelligent fitness equipment.
  10. 一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时实现如权利要求1-7中任意一个所述一种智能健身器械的动作反馈方法的步骤。A computer-readable storage medium, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, it implements an action feedback method for an intelligent fitness device as described in any one of claims 1-7 A step of.
  11. 一种智能健身器械,用于执行权利要求1-7中任一项所述的智能健身器械的动作反馈方法的步骤。An intelligent fitness equipment, which is used to execute the steps of the action feedback method of the intelligent fitness equipment according to any one of claims 1-7.
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