Development of an autonomous miniature helicopter: dynamics analysis, autopilot design and state estimation.

Lau, Tak Kit. === Thesis (M.Phil.)--Chinese University of Hong Kong, 2009. === Includes bibliographical references (leaves 168-176). === Abstract also in Chinese. === Chapter 1 --- Introduction --- p.18 === Chapter 1.1 --- Motivation and Problem Statement --- p.18 === Chapter 1.2 --- Literature Re...

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Bibliographic Details
Other Authors: Lau, Tak Kit.
Format: Others
Language:English
Chinese
Published: 2009
Subjects:
Online Access:http://library.cuhk.edu.hk/record=b5894129
http://repository.lib.cuhk.edu.hk/en/item/cuhk-326704
id ndltd-cuhk.edu.hk-oai-cuhk-dr-cuhk_326704
record_format oai_dc
collection NDLTD
language English
Chinese
format Others
sources NDLTD
topic Helicopters--Models
Helicopters--Aerodynamics
Helicopters--Control systems
spellingShingle Helicopters--Models
Helicopters--Aerodynamics
Helicopters--Control systems
Development of an autonomous miniature helicopter: dynamics analysis, autopilot design and state estimation.
description Lau, Tak Kit. === Thesis (M.Phil.)--Chinese University of Hong Kong, 2009. === Includes bibliographical references (leaves 168-176). === Abstract also in Chinese. === Chapter 1 --- Introduction --- p.18 === Chapter 1.1 --- Motivation and Problem Statement --- p.18 === Chapter 1.2 --- Literature Review --- p.19 === Chapter 1.2.1 --- Avionics Design --- p.19 === Chapter 1.2.2 --- Controller Design --- p.21 === Chapter 1.2.3 --- Dynamics Analysis --- p.23 === Chapter 1.2.4 --- State Estimation for GNSS Outage --- p.24 === Chapter 1.3 --- Outline --- p.25 === Chapter 2 --- Actuation Dynamics --- p.26 === Chapter 2.1 --- Mcchanism Of The Rotor --- p.27 === Chapter 2.2 --- Mcchanism Of Swashplate And Rotor --- p.28 === Chapter 2.3 --- Numerical Analysis Of Cyclic Pitch Angle --- p.31 === Chapter 2.4 --- Helicopter Dynamics --- p.33 === Chapter 2.4.1 --- Aerodynamic Forces And Moments --- p.35 === Chapter 2.4.2 --- Aerodynamic Drag --- p.36 === Chapter 2.4.3 --- Incremental Lift --- p.36 === Chapter 2.4.4 --- Tail Rotor Thrust And Moment --- p.36 === Chapter 2.4.5 --- Deadweight And Moment --- p.37 === Chapter 2.5 --- The Conventional Inadequacy Of Adding A 90° Phase-Lag --- p.38 === Chapter 2.6 --- The Gyroscopic Effect In Helicopter Dynamics --- p.39 === Chapter 2.6.1 --- How Precession Works --- p.43 === Chapter 2.6.2 --- The Analytical Form --- p.45 === Chapter 2.6.3 --- Numerical Analysis Of The Gyroscopic Effect --- p.48 === Chapter 3 --- State Estimation For GNSS Outage --- p.52 === Chapter 3.1 --- GNSS Error And UAV Failure --- p.52 === Chapter 3.2 --- "Kalman Filter, And The Extended Kalman Filter" --- p.53 === Chapter 3.3 --- Unscented Kalman Filter --- p.54 === Chapter 3.4 --- Process And Measurement Model --- p.55 === Chapter 3.4.1 --- The IMU Driven Model And Sensor Error --- p.57 === Chapter 3.5 --- Modifications To The Model And UKF Algorithm --- p.62 === Chapter 3.5.1 --- Acceleration White Noise Bias (AWNB) --- p.62 === Chapter 3.5.2 --- Acceleration Scale (AS) --- p.64 === Chapter 3.5.3 --- Prioritized Propagation Of States (PPS) --- p.64 === Chapter 3.5.4 --- Performance Of The Proposed Enhancements --- p.66 === Chapter 3.5.5 --- Tripled Percentage Reduction Of Position RMSE When Using PPS With AWNB --- p.73 === Chapter 4 --- Autopilot For Attitude Stabilization --- p.84 === Chapter 4.1 --- Oil Test Bondi --- p.85 === Chapter 4.2 --- On Unconstrained Flight --- p.88 === Chapter 4.2.1 --- Tracking Reference Problem --- p.88 === Chapter 4.2.2 --- An Alternative To PID Attitude Control --- p.91 === Chapter 4.2.3 --- The Proposed Hierarchical PD Controller --- p.91 === Chapter 4.2.4 --- Stability Analysis --- p.92 === Chapter 4.2.5 --- Hierarchy Of The Varying Tracking Reference --- p.95 === Chapter 4.2.6 --- Asymptotical Stability And Robustness --- p.99 === Chapter 4.2.7 --- Experiment and Performance Of The Proposed Controller --- p.101 === Chapter 5 --- Avionics And Test Bench Design --- p.105 === Chapter 5.1 --- Avionics Design --- p.105 === Chapter 5.1.1 --- Design Essentials --- p.107 === Chapter 5.1.2 --- Synchronization Of Commands --- p.107 === Chapter 5.1.3 --- Normalization Of Servomechanism Commands --- p.110 === Chapter 5.2 --- Test Bench Design --- p.110 === Chapter 5.2.1 --- The Idea --- p.111 === Chapter 5.2.2 --- Concern --- p.111 === Chapter 5.2.3 --- Test Bench Design Options --- p.112 === Chapter 5.2.4 --- Building The Test Bench --- p.113 === Chapter 5.2.5 --- Disturbance In IMU Data --- p.113 === Chapter 5.2.6 --- The Solution To IMU Saturation --- p.115 === Chapter 6 --- Conclusion --- p.118 === Chapter 6.1 --- Actuation Dynamics --- p.118 === Chapter 6.2 --- State Estimation for GNSS Outage --- p.119 === Chapter 6.3 --- Hierarchical PD Controller --- p.121 === Chapter A --- Appendix - Derivation From Recursive Least Square Estimation To Kalman Filter --- p.122 === Chapter A.1 --- Recursive Least Square --- p.122 === Chapter A.1.1 --- Alternate Estimator form for RLS --- p.134 === Chapter A.1.2 --- Propagation of States and Covariance --- p.137 === Chapter A.1.3 --- Kalman Filter --- p.139 === Chapter B --- Appendix - Actuation by Gyroscopic Effect --- p.144 === Chapter B.1 --- Expression of The Induced Moment Due to Gyroscopic Effect In The Total External Moment --- p.150 === Chapter B.2 --- An Illustrated Example --- p.153 === Chapter B.3 --- Another Derivation By Using A Different Orientation Definition --- p.156 === Chapter B.4 --- Dimensions of the helicopter for experiments --- p.166 === Bibliography --- p.167
author2 Lau, Tak Kit.
author_facet Lau, Tak Kit.
title Development of an autonomous miniature helicopter: dynamics analysis, autopilot design and state estimation.
title_short Development of an autonomous miniature helicopter: dynamics analysis, autopilot design and state estimation.
title_full Development of an autonomous miniature helicopter: dynamics analysis, autopilot design and state estimation.
title_fullStr Development of an autonomous miniature helicopter: dynamics analysis, autopilot design and state estimation.
title_full_unstemmed Development of an autonomous miniature helicopter: dynamics analysis, autopilot design and state estimation.
title_sort development of an autonomous miniature helicopter: dynamics analysis, autopilot design and state estimation.
publishDate 2009
url http://library.cuhk.edu.hk/record=b5894129
http://repository.lib.cuhk.edu.hk/en/item/cuhk-326704
_version_ 1718813828587716608
spelling ndltd-cuhk.edu.hk-oai-cuhk-dr-cuhk_3267042019-01-15T04:06:31Z Development of an autonomous miniature helicopter: dynamics analysis, autopilot design and state estimation. 開發自動控制模型直昇機: 動力分析、無人駕駛控制器設計及狀態估算 Kai fa zi dong kong zhi mo xing zhi sheng ji: dong li fen xi, wu ren jia shi kong zhi qi she ji ji zhuang tai gu suan Helicopters--Models Helicopters--Aerodynamics Helicopters--Control systems Lau, Tak Kit. Thesis (M.Phil.)--Chinese University of Hong Kong, 2009. Includes bibliographical references (leaves 168-176). Abstract also in Chinese. Chapter 1 --- Introduction --- p.18 Chapter 1.1 --- Motivation and Problem Statement --- p.18 Chapter 1.2 --- Literature Review --- p.19 Chapter 1.2.1 --- Avionics Design --- p.19 Chapter 1.2.2 --- Controller Design --- p.21 Chapter 1.2.3 --- Dynamics Analysis --- p.23 Chapter 1.2.4 --- State Estimation for GNSS Outage --- p.24 Chapter 1.3 --- Outline --- p.25 Chapter 2 --- Actuation Dynamics --- p.26 Chapter 2.1 --- Mcchanism Of The Rotor --- p.27 Chapter 2.2 --- Mcchanism Of Swashplate And Rotor --- p.28 Chapter 2.3 --- Numerical Analysis Of Cyclic Pitch Angle --- p.31 Chapter 2.4 --- Helicopter Dynamics --- p.33 Chapter 2.4.1 --- Aerodynamic Forces And Moments --- p.35 Chapter 2.4.2 --- Aerodynamic Drag --- p.36 Chapter 2.4.3 --- Incremental Lift --- p.36 Chapter 2.4.4 --- Tail Rotor Thrust And Moment --- p.36 Chapter 2.4.5 --- Deadweight And Moment --- p.37 Chapter 2.5 --- The Conventional Inadequacy Of Adding A 90° Phase-Lag --- p.38 Chapter 2.6 --- The Gyroscopic Effect In Helicopter Dynamics --- p.39 Chapter 2.6.1 --- How Precession Works --- p.43 Chapter 2.6.2 --- The Analytical Form --- p.45 Chapter 2.6.3 --- Numerical Analysis Of The Gyroscopic Effect --- p.48 Chapter 3 --- State Estimation For GNSS Outage --- p.52 Chapter 3.1 --- GNSS Error And UAV Failure --- p.52 Chapter 3.2 --- "Kalman Filter, And The Extended Kalman Filter" --- p.53 Chapter 3.3 --- Unscented Kalman Filter --- p.54 Chapter 3.4 --- Process And Measurement Model --- p.55 Chapter 3.4.1 --- The IMU Driven Model And Sensor Error --- p.57 Chapter 3.5 --- Modifications To The Model And UKF Algorithm --- p.62 Chapter 3.5.1 --- Acceleration White Noise Bias (AWNB) --- p.62 Chapter 3.5.2 --- Acceleration Scale (AS) --- p.64 Chapter 3.5.3 --- Prioritized Propagation Of States (PPS) --- p.64 Chapter 3.5.4 --- Performance Of The Proposed Enhancements --- p.66 Chapter 3.5.5 --- Tripled Percentage Reduction Of Position RMSE When Using PPS With AWNB --- p.73 Chapter 4 --- Autopilot For Attitude Stabilization --- p.84 Chapter 4.1 --- Oil Test Bondi --- p.85 Chapter 4.2 --- On Unconstrained Flight --- p.88 Chapter 4.2.1 --- Tracking Reference Problem --- p.88 Chapter 4.2.2 --- An Alternative To PID Attitude Control --- p.91 Chapter 4.2.3 --- The Proposed Hierarchical PD Controller --- p.91 Chapter 4.2.4 --- Stability Analysis --- p.92 Chapter 4.2.5 --- Hierarchy Of The Varying Tracking Reference --- p.95 Chapter 4.2.6 --- Asymptotical Stability And Robustness --- p.99 Chapter 4.2.7 --- Experiment and Performance Of The Proposed Controller --- p.101 Chapter 5 --- Avionics And Test Bench Design --- p.105 Chapter 5.1 --- Avionics Design --- p.105 Chapter 5.1.1 --- Design Essentials --- p.107 Chapter 5.1.2 --- Synchronization Of Commands --- p.107 Chapter 5.1.3 --- Normalization Of Servomechanism Commands --- p.110 Chapter 5.2 --- Test Bench Design --- p.110 Chapter 5.2.1 --- The Idea --- p.111 Chapter 5.2.2 --- Concern --- p.111 Chapter 5.2.3 --- Test Bench Design Options --- p.112 Chapter 5.2.4 --- Building The Test Bench --- p.113 Chapter 5.2.5 --- Disturbance In IMU Data --- p.113 Chapter 5.2.6 --- The Solution To IMU Saturation --- p.115 Chapter 6 --- Conclusion --- p.118 Chapter 6.1 --- Actuation Dynamics --- p.118 Chapter 6.2 --- State Estimation for GNSS Outage --- p.119 Chapter 6.3 --- Hierarchical PD Controller --- p.121 Chapter A --- Appendix - Derivation From Recursive Least Square Estimation To Kalman Filter --- p.122 Chapter A.1 --- Recursive Least Square --- p.122 Chapter A.1.1 --- Alternate Estimator form for RLS --- p.134 Chapter A.1.2 --- Propagation of States and Covariance --- p.137 Chapter A.1.3 --- Kalman Filter --- p.139 Chapter B --- Appendix - Actuation by Gyroscopic Effect --- p.144 Chapter B.1 --- Expression of The Induced Moment Due to Gyroscopic Effect In The Total External Moment --- p.150 Chapter B.2 --- An Illustrated Example --- p.153 Chapter B.3 --- Another Derivation By Using A Different Orientation Definition --- p.156 Chapter B.4 --- Dimensions of the helicopter for experiments --- p.166 Bibliography --- p.167 Lau, Tak Kit. Chinese University of Hong Kong Graduate School. Division of Mechanical and Automation Engineering. 2009 Text bibliography print 176 leaves : ill. (some col.) ; 30 cm. cuhk:326704 http://library.cuhk.edu.hk/record=b5894129 eng chi Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/) http://repository.lib.cuhk.edu.hk/en/islandora/object/cuhk%3A326704/datastream/TN/view/Development%20of%20an%20autonomous%20miniature%20helicopter%20%3A%20dynamics%20analysis%2C%20autopilot%20design%20and%20state%20estimation.jpghttp://repository.lib.cuhk.edu.hk/en/item/cuhk-326704