Systems and methods for data-driven movement skill training

A technology of skills and data, applied in applications, sports accessories, educational appliances, etc., can solve problems such as non-existence and complex movement

Active Publication Date: 2020-04-10
ICUEMOTION
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Fourth, mobile is complex
In addition, no current algorithm exists to implement a data-driven operationaliz

Method used

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  • Systems and methods for data-driven movement skill training
  • Systems and methods for data-driven movement skill training
  • Systems and methods for data-driven movement skill training

Examples

Experimental program
Comparison scheme
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specific Embodiment approach

[0123] figure 1 One embodiment of a human augmentation system 101 applied to mobility skills training or rehabilitation is shown. In this example, the system combines an existing device such as a smartphone 102 , smart watch 103 , or other processor in wired or wireless communication with a motion tracking device 104 attached to or embedded in a tennis racket 105 . Device 104 streams the motion measurements to smart watch 102 and / or phone 103 or other processor. Motion measurements are typically obtained from MEMS IMUs (e.g., from STMicroelectronics and InvenSense), which typically contain 6-axis acceleration and angular rate and 3-axis magnetometers, which are often used to estimate absolute orientation in space (attitude and Heading Reference System or AHRS).

[0124] As described in US Patent Application Publication No. 2017 / 0061817, motion data is processed at different levels in this system to reproduce information useful for the training or rehabilitation of the subje...

example

[0996] In the data-driven mobility skills training system disclosed herein, the system can use different levels of mobility skill assessment and diagnosis in the human mobility system hierarchy to specify training goals. The system can provide different forms of augmentation that are synthesized to help carry out the training goals. The system may also include a system for tracking and / or managing the learning process.

[0997] Efficient mobile training may require a systematic approach to organizing the training process. Training is likely to be most effective if it targets specific areas of weakness in an individual's mobility skills, takes into account the individual's health and fitness, and / or follows a program that is compatible with the structure and principles of natural skill development. Accurately assessing skills before planning training activities, and / or providing adequate forms of feedback before, during and after mobile performances can benefit the training pr...

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Abstract

A data-driven movement skill training system is disclosed. The system uses movement skill assessment and diagnostics at distinct levels of the human movement system hierarchy to specify training goalsfor a user. The system may provide various augmentations that are synthesized to help the user pursue the training goals. The system may include features to track and/or manage training or learning processes.

Description

[0001] Cross References to Related Applications [0002] This application claims priority to U.S. Provisional Patent Application No. 62 / 529,412, filed July 6, 2017, entitled "Systems and Methods for Data Driven Movement Skill Training" right, said U.S. Provisional Patent Application is hereby incorporated by reference in its entirety. technical field [0003] Disclosed are devices, systems and methods for mobility skills training. Background technique [0004] Humans rely on motor skills to perform everyday tasks that range from movements essential to our autonomy to more specialized domains that require highly refined motor skills. Professional athletes, musicians, surgeons and even elite amateurs require thousands of hours of systematic and focused training and consistent training to maintain high skill levels. Even simple everyday actions involve the complex coordination of a series of processes from sensory and motor control to perception and cognition. Learning, mai...

Claims

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Application Information

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IPC IPC(8): G09B19/00A61B5/11
CPCG09B19/0038G01B21/04G16H20/30G09B19/00G09B19/003G06V40/23A63B24/0062A63B2071/0625A63B24/0075A63B71/0622A63B69/40A63B2024/0065A63B2024/0071A63B2220/803A63B2220/40A63B2220/10A63B2220/56A63B2230/60A63B2220/54A63B2220/806A63B24/0003
Inventor 贝勒奈斯·梅特勒·梅
Owner ICUEMOTION
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