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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Main Author: Taufiqi Rachmatullah, Andrean
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/54067
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:54067
spelling 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
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description 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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