Development of Artificial Intelligence Golf Training Simulator

Study Overview
=================
Brief Summary
-----------------
The golf simulator can accurately predict the flight trajectory and landing point of the ball using high-speed moving object measurement technology, giving the user the impression that they are playing on a real golf course.

Detailed Description
-----------------
The golf simulator can accurately predict the flight trajectory and landing point of the ball using high-speed moving object measurement technology, giving the user the impression that they are playing on a real golf course. This project will integrate golf simulators, swing analysis, and musculoskeletal simulation systems; digitize human movements; calculate biomechanical parameters; and assist beginners in swing learning or professional golfer training.

Official Title
-----------------
Development of Artificial Intelligence Golf Training Simulator: Integration of Inertial Sensing Device and Musculoskeletal Simulation Model for Movement Feedback System

Conditions
-----------------
Musculoskeletal Model

Intervention / Treatment
-----------------
* Device: Golf simulator device


Participation Criteria
=================
Eligibility Criteria
-----------------
Inclusion Criteria: Healthy golf players and more than 3 years of golf experience Age between 20 60 years old Exclusion Criteria: Musculoskeletal disease within 6 months

Ages Eligible for Study
-----------------
Minimum Age: 20 Years
Maximum Age: 60 Years

Sexes Eligible for Study
-----------------
All

Accepts Healthy Volunteers
-----------------
Accepts Healthy Volunteers

Study Plan
=================
How is the study designed?
-----------------

Design Details

Primary Purpose: Treatment
Intervention Model: Single Group Assignment
Masking: None (Open Label)


Arms and Interventions

| Participant Group/Arm | Intervention/Treatment |
| --- | --- |
| Experimental: Golf simulator device training<br> | Device: Golf simulator device<br>* The golf simulator can accurately predict the flight trajectory and landing point of the ball using high-speed moving object measurement technology, giving the user the impression that they are playing on a real golf course.<br>|

What is the study measuring?
-----------------
Primary Outcome Measures

| Outcome Measure | Measure Description | Time Frame |
| --- | --- | --- |
| Kinematics data_range of motion | A motion capture system is used to measure the joint kinematics. This data is used to calculate the range of motion of each joint of the body (unit: degree) during the golf swing motion. | 6 months | 
| Kinematics data_displacement of center of mass | A motion capture system is used to measure the joint kinematics. This data is used to calculate the displacement of the center of mass in space (unit: cm) during the golf swing motion. | 6 months | 
| Kinetic data_mean velocity | The participants stand on the force platform. The data from the force platform is used to calculate the mean velocity of center of pressure (unit: cm/s): total excursion/total time during the golf swing motion. | 6 months | 
| Kinetic data_mean distance | The participants stand on the force platform. The data from the force platform is used to calculate the mean distance of center of pressure (unit: cm): how far the sway from the center during the golf swing motion. | 6 months | 
| Kinetic data_mean frequency | The participants stand on the force platform. The data from the force platform is used to calculate the mean frequency of center of pressure (unit: Hz): how vibrating of the sway during the golf swing motion. | 6 months | 
| Kinetic data_95% confidence ellipse area | The participants stand on the force platform. The data from the force platform is used to calculate 95% confidence ellipse area of center of pressure (unit: cm^2): how big of the sway during the golf swing motion. | 6 months | 
| Kinematics data by inertial measurement units_linear acceleration | Inertial measurement units are placed on each body segment and are used to calculate the linear acceleration (m/s²) of each body part during the golf swing motion. | 6 months | 
| Kinematics data by inertial measurement units_angular velocity | Inertial measurement units are placed on each body segment and are used to calculate the angular velocity (rad/s) of each body part during the golf swing motion. | 6 months |