Attitude stabilization of a quad-rotor vehicle

碩士 === 淡江大學 === 機械與機電工程學系碩士班 === 103 === The purpose of this paper is to design a tri-axial attitude balancing control system for the quad-rotor, including roll, pitch and yaw axes. The tri-axial angular velocities were measured by the tri-axial gyroscopes. The roll and pitch angles were measured by...

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Main Authors: Chen-Lin Liu, 劉承霖
Other Authors: 孫崇訓
Format: Others
Language:zh-TW
Published: 2015
Online Access:http://ndltd.ncl.edu.tw/handle/m47a2a
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spelling ndltd-TW-103TKU054890042019-05-15T21:59:32Z http://ndltd.ncl.edu.tw/handle/m47a2a Attitude stabilization of a quad-rotor vehicle 四旋翼機之姿態穩定控制 Chen-Lin Liu 劉承霖 碩士 淡江大學 機械與機電工程學系碩士班 103 The purpose of this paper is to design a tri-axial attitude balancing control system for the quad-rotor, including roll, pitch and yaw axes. The tri-axial angular velocities were measured by the tri-axial gyroscopes. The roll and pitch angles were measured by the accelerometers. The yaw angle was measured by the magnetometer. The extended Kalman filter (EKF) was used to estimate tri-axial angles and angular velocities, and to filter the vibration noise caused by the actuating motor. Then, three fuzzy controllers were designed to stabilize the tri-axial attitudes respectively. The inputs of the controllers are the filtered tri-axial angles and angular velocities. The outputs of controllers are the pulse width modulation (PWM) signals. This study improves the accuracy of estimation and filtered the vibration noise by adjusting the covariance of extended Kalman filter. Finally, three experiments of the tri-axial attitude control was performed on the quad-rotor vehicle in the indoor environment. The experiment verifies the stabilization effectiveness of the proposed control design respectively. 孫崇訓 2015 學位論文 ; thesis 58 zh-TW
collection NDLTD
language zh-TW
format Others
sources NDLTD
description 碩士 === 淡江大學 === 機械與機電工程學系碩士班 === 103 === The purpose of this paper is to design a tri-axial attitude balancing control system for the quad-rotor, including roll, pitch and yaw axes. The tri-axial angular velocities were measured by the tri-axial gyroscopes. The roll and pitch angles were measured by the accelerometers. The yaw angle was measured by the magnetometer. The extended Kalman filter (EKF) was used to estimate tri-axial angles and angular velocities, and to filter the vibration noise caused by the actuating motor. Then, three fuzzy controllers were designed to stabilize the tri-axial attitudes respectively. The inputs of the controllers are the filtered tri-axial angles and angular velocities. The outputs of controllers are the pulse width modulation (PWM) signals. This study improves the accuracy of estimation and filtered the vibration noise by adjusting the covariance of extended Kalman filter. Finally, three experiments of the tri-axial attitude control was performed on the quad-rotor vehicle in the indoor environment. The experiment verifies the stabilization effectiveness of the proposed control design respectively.
author2 孫崇訓
author_facet 孫崇訓
Chen-Lin Liu
劉承霖
author Chen-Lin Liu
劉承霖
spellingShingle Chen-Lin Liu
劉承霖
Attitude stabilization of a quad-rotor vehicle
author_sort Chen-Lin Liu
title Attitude stabilization of a quad-rotor vehicle
title_short Attitude stabilization of a quad-rotor vehicle
title_full Attitude stabilization of a quad-rotor vehicle
title_fullStr Attitude stabilization of a quad-rotor vehicle
title_full_unstemmed Attitude stabilization of a quad-rotor vehicle
title_sort attitude stabilization of a quad-rotor vehicle
publishDate 2015
url http://ndltd.ncl.edu.tw/handle/m47a2a
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AT liúchénglín sìxuányìjīzhīzītàiwěndìngkòngzhì
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