DETERMINATION OF POSITION AND ORIENTATION OF HUMAN WRISTS USING IMU AND CAMERA TO MOVE ROBOT YASKAWA SIA10D
The development of technology has lead a robotics industry to improve in terms of quality, efficiency, and safety. However, moving a robot requires programming that is timeconsuming and does not respond according to changes in the environment. This is unlike humans that can perform complex moveme...
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id-itb.:540672021-03-15T10:14:01ZDETERMINATION OF POSITION AND ORIENTATION OF HUMAN WRISTS USING IMU AND CAMERA TO MOVE ROBOT YASKAWA SIA10D Taufiqi Rachmatullah, Andrean Indonesia Final Project Determination of human wrist position and orientation, filter madgwick, Kinect, IMU INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/54067 The development of technology has lead a robotics industry to improve in terms of quality, efficiency, and safety. However, moving a robot requires programming that is timeconsuming and does not respond according to changes in the environment. This is unlike humans that can perform complex movements and quickly respond to changes in the surroundings. Therefore, a system that can integrate the human’s complex movements with the robot’s maneuver is designed. After defining the design objectives, a literature review and survey of the tool that can estimate the position and orientation of the human wrist is conducted. In the design process, the Inertial Measurement Unit is used to determine the orientation and position of the human wrist. Also, then Kinect is used to better estimate the position of the human wrist. Space Transformation is conducted to make frame of hand equal to frame of the robot. After that experiment is conducted with simple hand movement. Based on the experiment results, the estimated of position and orientation of the human wrist can be estimated using IMU and Kinect. However, the data of position from IMU is not as good as the data from Kinect because the noise of measurement from the accelerometer and magnetometer cannot be compensated completely. Also, The Filter Madgwick used in this experiment assumes that accelerometer and magnetometer only measure the earth's gravity and magnetic field. text |
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The development of technology has lead a robotics industry to improve in terms of
quality, efficiency, and safety. However, moving a robot requires programming that is timeconsuming
and does not respond according to changes in the environment. This is unlike
humans that can perform complex movements and quickly respond to changes in the
surroundings. Therefore, a system that can integrate the human’s complex movements with
the robot’s maneuver is designed.
After defining the design objectives, a literature review and survey of the tool that can
estimate the position and orientation of the human wrist is conducted. In the design process,
the Inertial Measurement Unit is used to determine the orientation and position of the human
wrist. Also, then Kinect is used to better estimate the position of the human wrist. Space
Transformation is conducted to make frame of hand equal to frame of the robot. After that
experiment is conducted with simple hand movement.
Based on the experiment results, the estimated of position and orientation of the
human wrist can be estimated using IMU and Kinect. However, the data of position from
IMU is not as good as the data from Kinect because the noise of measurement from the
accelerometer and magnetometer cannot be compensated completely. Also, The Filter
Madgwick used in this experiment assumes that accelerometer and magnetometer only
measure the earth's gravity and magnetic field.
|
format |
Final Project |
author |
Taufiqi Rachmatullah, Andrean |
spellingShingle |
Taufiqi Rachmatullah, Andrean DETERMINATION OF POSITION AND ORIENTATION OF HUMAN WRISTS USING IMU AND CAMERA TO MOVE ROBOT YASKAWA SIA10D |
author_facet |
Taufiqi Rachmatullah, Andrean |
author_sort |
Taufiqi Rachmatullah, Andrean |
title |
DETERMINATION OF POSITION AND ORIENTATION OF HUMAN WRISTS USING IMU AND CAMERA TO MOVE ROBOT YASKAWA SIA10D |
title_short |
DETERMINATION OF POSITION AND ORIENTATION OF HUMAN WRISTS USING IMU AND CAMERA TO MOVE ROBOT YASKAWA SIA10D |
title_full |
DETERMINATION OF POSITION AND ORIENTATION OF HUMAN WRISTS USING IMU AND CAMERA TO MOVE ROBOT YASKAWA SIA10D |
title_fullStr |
DETERMINATION OF POSITION AND ORIENTATION OF HUMAN WRISTS USING IMU AND CAMERA TO MOVE ROBOT YASKAWA SIA10D |
title_full_unstemmed |
DETERMINATION OF POSITION AND ORIENTATION OF HUMAN WRISTS USING IMU AND CAMERA TO MOVE ROBOT YASKAWA SIA10D |
title_sort |
determination of position and orientation of human wrists using imu and camera to move robot yaskawa sia10d |
url |
https://digilib.itb.ac.id/gdl/view/54067 |
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