AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE

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Presentation transcript:

AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE MadushaN ADHIKARI Chathuranga BAMUNUSINGHE Pumudika DISSANAYAKE 2015-09-02 AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE by Madushan Adhikari, Chaturanga Bamunusinghe, Pamudika Dissanayaka

A PRACTICAL ISSUE 2015-09-02 AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE by Madushan Adhikari, Chaturanga Bamunusinghe, Pamudika Dissanayaka

OBJECTIVE Existing movement capturing systems (Vicon, Qualisys etc.) are expensive( > 10000 USD) Need specially trained personnel and specially equipped laboratories in marker based systems This approach will introduce a low cost markerless movement capturing and analysis system which has reasonable accuracy like in marker based systems 2015-09-02 AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE by Madushan Adhikari, Chaturanga Bamunusinghe, Pamudika Dissanayaka

PROCESS OVERVIEW Filtering Acceleration calculation Kinect skeleton tracking and data capturing Matlab calculations Create .mot file to feed motion data into OpenSim and visualization Angle calculation 2015-09-02 AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE by Madushan Adhikari, Chaturanga Bamunusinghe, Pamudika Dissanayaka

MICROSOFT KINECT DEVICE Sensor system designed to be used with Xbox 360. Less expensive compared to existing marker based systems. Less computational processing to extract data compared to existing marker less systems. Can get 3D coordinates of 25 different human joints at a time. 2015-09-02 AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE by Madushan Adhikari, Chaturanga Bamunusinghe, Pamudika Dissanayaka

PRE PROCESSING Filtering - Moving average filter Acceleration calculation - Interpolation and differentiation for acceleration calculation Angle calculation - Angle between two straight lines in 3D coordinate space 2015-09-02

2015-09-02 AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE by Madushan Adhikari, Chaturanga Bamunusinghe, Pamudika Dissanayaka

FORCE CALCULATION Arm is considered as a rigid body Standard free body diagrams & mass acceleration diagrams are used to calculate forces Acceleration data and standard values of approximating the mass of the arm and center of mass 2015-09-02 AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE by Madushan Adhikari, Chaturanga Bamunusinghe, Pamudika Dissanayaka

POTENTIAL APPLICATIONS Force analysis using OpenSim Validate results by comparing with rigid body analysis Full body analysis using a complete model 2015-09-02 AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE by Madushan Adhikari, Chaturanga Bamunusinghe, Pamudika Dissanayaka

THANK YOU 2015-09-02 AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE by Madushan Adhikari, Chaturanga Bamunusinghe, Pamudika Dissanayaka

2015-09-02 AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE by Madushan Adhikari, Chaturanga Bamunusinghe, Pamudika Dissanayaka