Golf Swing Kinetic Analysis Using Segmented Body Model

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Solution Overview

Problem

Current methods for analyzing golf swings, particularly the downswing, face challenges in accurately measuring kinetic characteristics and energy transfer due to high speed and complexity, leading to inaccuracies in inverse dynamics calculations and inability to provide practical coaching or database compilation.

Innovation Solution

A system using a linked model of universal rotational joints and rigid body segments, combined with advanced measurement techniques such as magnetic motion capture and force plates, to calculate net joint parameters and apply inverse dynamics, while overcoming issues of indeterminacies and segment rigidity assumptions.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If optical motion capture systems and force plates are used to measure golf swing parameters, then measurement precision is improved, but device complexity increases

Engineering Contradiction:
Improvemeasurement precisionVSAvoiddevice complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The golfer's body is divided into multiple rigid body segments (torso, upper arms, forearms, hands, thighs, lower legs, feet) connected by universal rotational joints. This segmentation allows the complex motion to be broken down into manageable components, each measurable by the optical motion capture system, while the force plates measure ground reaction forces at the feet. The segmentation principle resolves the contradiction by enabling precise measurement of individual segment kinetics without requiring a single overly complex measurement device.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

A computer implements inverse dynamics calculations as an intermediary process between the raw measurements from optical sensors and force plates, and the final kinetic parameters. The computer processes positional data from markers and force data from plates, applies mathematical models of the segmented body, and computes joint forces, torques, and power. This intermediary computational layer integrates data from multiple simple devices to achieve precise kinetic measurement without requiring each individual device to be complex.

Inventive Principle:
Principle #24Intermediary (Mediator)

2Measurement precision

If inverse dynamics calculations are applied to golf swing analysis, then kinetic parameter accuracy is improved, but calculation complexity increases

Engineering Contradiction:
Improvekinetic parameter accuracyVSAvoidcalculation complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The system uses dynamic models of rigid body segments with universal rotational joints that can adapt to the actual motion throughout the golf swing. Rather than assuming fixed kinematic relationships, the dynamic model calculates joint forces, torques, and power at each instant based on measured accelerations and positions. This dynamic approach improves kinetic parameter accuracy by accounting for the actual time-varying nature of the swing, while the computer automation manages the calculation complexity.

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The inverse dynamics calculations use feedback from measured ground reaction forces and segment accelerations to iteratively determine joint kinetic parameters. The system continuously refines the kinetic model by incorporating real-time measurement data, improving accuracy. The computer automation handles the iterative calculation complexity, allowing the feedback mechanism to focus on improving kinetic parameter precision rather than managing computational burden.

Inventive Principle:
Principle #23Feedback

3Measurement precision

If detailed body segment modeling is used to analyze energy transfer, then analysis accuracy is improved, but ease of operation deteriorates

Engineering Contradiction:
Improveanalysis accuracyVSAvoidease of operation
Core Design Contradiction:
Measurement precisionVSEase of operation

Solution Approach 1:

The body is segmented into standard anatomical regions (torso, limbs, segments) with predefined inertial properties and joint locations. This standardization allows detailed analysis without requiring custom modeling for each golfer, improving ease of operation. The segmentation enables accurate energy transfer analysis by tracking kinetic energy through each segment while maintaining a consistent, repeatable measurement protocol that is easier to operate than custom approaches.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The system uses a standardized computer model template that can be applied to different golfers without requiring complete remodelling. The rigid body segment model with universal joints serves as a reusable template that is adapted to individual golfers through measurement of their specific anthropometric data. This copying approach maintains high analysis accuracy through detailed segment modeling while significantly improving ease of operation by eliminating the need to create custom models for each subject.

Inventive Principle:
Principle #26Copying

4Measurement precision

If magnetic motion capture and force plates are deployed for individual coaching, then measurement precision is improved, but cost increases

Engineering Contradiction:
Improvemeasurement precisionVSAvoidcost
Core Design Contradiction:
Measurement precisionVSEase of manufacture

Solution Approach 1:

The optical motion capture system and force plates are designed to serve multiple functions: they can measure individual golfers for coaching purposes, collect data from multiple players for database compilation, and analyze various aspects of the swing (kinematics, kinetics, energy transfer). This multi-functionality justifies the investment cost by maximizing the utility of each measurement device, allowing the system to pay for itself through comprehensive analysis capabilities that would otherwise require multiple specialized devices.

Inventive Principle:
Principle #6Universality (Multi-functionality)

Solution Approach 2:

The system uses disposable or easily replaceable components such as reflective markers attached to the golfer's body and force plate inserts that can be recovered and reused. The markers are inexpensive and can be reapplied to different golfers, while the expensive force plate hardware remains intact and reusable. This approach allows the system to maintain high measurement precision through consistent use of calibrated equipment while minimizing the cost impact through selective replacement of only the consumable components.

Inventive Principle:
Principle #34Discarding and recovering

Data Source

PatentUS10307640B2Apparatus and method for analyzing a golf swing
Publication Date: 2019.06.04 MOONEY BRIAN FRANCIS
  • US10307640B2 patent drawing
  • US10307640B2 patent drawing
  • US10307640B2 patent drawing

AI summary

The system analyzes a golf swing, determining individual joint powers generated in a player's body with high levels of accuracy, using inverse dynamics and detailed modelling of the player's body. A depth camera is used to measure body segment shapes and a magnetic motion capture system and 3D force plate system used to measure swing parameters. The system produces an expeditious analysis without the need for highly skilled technical personnel and is suitable for individual coaching and compilation of large golf swing databases.