LQR and LQG control of the helicopter during landing on the ship deck
Purpose The purpose of this study is to test the performance of the designed automatic control system based on the Linear Quadratic Regulator (LQR) and Linear Quadratic Gaussian (LQG) algorithms during landing of the helicopter on the ship deck. This paper is a further development of the series base...
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Published in | Aircraft engineering Vol. 95; no. 9; pp. 1344 - 1352 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Bradford
Emerald Publishing Limited
01.09.2023
Emerald Group Publishing Limited |
Subjects | |
Online Access | Get full text |
ISSN | 1748-8842 1758-4213 1748-8842 |
DOI | 10.1108/AEAT-10-2022-0291 |
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Abstract | Purpose
The purpose of this study is to test the performance of the designed automatic control system based on the Linear Quadratic Regulator (LQR) and Linear Quadratic Gaussian (LQG) algorithms during landing of the helicopter on the ship deck. This paper is a further development of the series based on Topczewski et al. (2020).
Design/methodology/approach
The system consists of two automatic control algorithms based on LQR and the LQG. It is integrated with the ship motion prediction system based on autoregressive algorithm with parameters calculated using Burg’s method. It is assumed that the source of necessary navigation data is integrated Inertial Navigation System with Global Positioning System. Landing of the helicopter on the ship deck is performed in automatic way, based on the preselected procedure. Performance of the control system is analyzed when all necessary navigation data is available for the system and in case when one of the parameters is unavailable during performing the procedure.
Findings
In this paper, description of the designed control system developed for performing the approach and landing of the helicopter using selected procedure is presented. Helicopter dynamic model is validated using the manufacturer data and by test pilots, overview is presented. Necessary information about ship motion model is also included. Tests showing mission performance while using LQR and LQG algorithms applied to the control system are presented and analyzed, taking into account both situations when full navigation data is available/unavailable for the control system.
Practical implications
Results of the system performance analyses can be used for selection of the proper control methodology for prospective helicopters autopilots. Furthermore, the system can be used to analyze the mission safety when information about one of the navigation parameters is identified by the navigation system as unavailable or incorrect and therefore unavailable during landing on the ship deck.
Originality/value
In this paper, control system dedicated for the automatic landing of the helicopter on the ship deck, based on two different control algorithms is presented. Influence of lack of information about one of the navigation parameters on the mission performance is analyzed. |
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AbstractList | Purpose
The purpose of this study is to test the performance of the designed automatic control system based on the Linear Quadratic Regulator (LQR) and Linear Quadratic Gaussian (LQG) algorithms during landing of the helicopter on the ship deck. This paper is a further development of the series based on Topczewski et al. (2020).
Design/methodology/approach
The system consists of two automatic control algorithms based on LQR and the LQG. It is integrated with the ship motion prediction system based on autoregressive algorithm with parameters calculated using Burg’s method. It is assumed that the source of necessary navigation data is integrated Inertial Navigation System with Global Positioning System. Landing of the helicopter on the ship deck is performed in automatic way, based on the preselected procedure. Performance of the control system is analyzed when all necessary navigation data is available for the system and in case when one of the parameters is unavailable during performing the procedure.
Findings
In this paper, description of the designed control system developed for performing the approach and landing of the helicopter using selected procedure is presented. Helicopter dynamic model is validated using the manufacturer data and by test pilots, overview is presented. Necessary information about ship motion model is also included. Tests showing mission performance while using LQR and LQG algorithms applied to the control system are presented and analyzed, taking into account both situations when full navigation data is available/unavailable for the control system.
Practical implications
Results of the system performance analyses can be used for selection of the proper control methodology for prospective helicopters autopilots. Furthermore, the system can be used to analyze the mission safety when information about one of the navigation parameters is identified by the navigation system as unavailable or incorrect and therefore unavailable during landing on the ship deck.
Originality/value
In this paper, control system dedicated for the automatic landing of the helicopter on the ship deck, based on two different control algorithms is presented. Influence of lack of information about one of the navigation parameters on the mission performance is analyzed. PurposeThe purpose of this study is to test the performance of the designed automatic control system based on the Linear Quadratic Regulator (LQR) and Linear Quadratic Gaussian (LQG) algorithms during landing of the helicopter on the ship deck. This paper is a further development of the series based on Topczewski et al. (2020).Design/methodology/approachThe system consists of two automatic control algorithms based on LQR and the LQG. It is integrated with the ship motion prediction system based on autoregressive algorithm with parameters calculated using Burg’s method. It is assumed that the source of necessary navigation data is integrated Inertial Navigation System with Global Positioning System. Landing of the helicopter on the ship deck is performed in automatic way, based on the preselected procedure. Performance of the control system is analyzed when all necessary navigation data is available for the system and in case when one of the parameters is unavailable during performing the procedure.FindingsIn this paper, description of the designed control system developed for performing the approach and landing of the helicopter using selected procedure is presented. Helicopter dynamic model is validated using the manufacturer data and by test pilots, overview is presented. Necessary information about ship motion model is also included. Tests showing mission performance while using LQR and LQG algorithms applied to the control system are presented and analyzed, taking into account both situations when full navigation data is available/unavailable for the control system.Practical implicationsResults of the system performance analyses can be used for selection of the proper control methodology for prospective helicopters autopilots. Furthermore, the system can be used to analyze the mission safety when information about one of the navigation parameters is identified by the navigation system as unavailable or incorrect and therefore unavailable during landing on the ship deck.Originality/valueIn this paper, control system dedicated for the automatic landing of the helicopter on the ship deck, based on two different control algorithms is presented. Influence of lack of information about one of the navigation parameters on the mission performance is analyzed. |
Author | Topczewski, Sebastian Bibik, Przemyslaw |
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Cites_doi | 10.3390/s20102955 10.1108/AEAT-10-2020-0240 10.1109/ACCESS.2020.3000294 10.3390/en13205354 10.1016/j.promfg.2019.02.252 |
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Copyright | Sebastian Topczewski and Przemyslaw Bibik. Sebastian Topczewski and Przemyslaw Bibik. This work is published under http://creativecommons.org/licences/by/4.0/legalcode (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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Keywords | Burg’s method Linear quadratic Gaussian Helicopter landing on a ship deck Ship motion prediction Helicopter dynamic model Autopilot Linear quadratic regulator |
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References_xml | – start-page: 1 year: 2007 ident: key2023083110501725700_ref008 article-title: A model following controller optimized for gust rejection during shipboard operations – year: 2013 ident: key2023083110501725700_ref002 article-title: Infrastructure-free shipdeck tracking for autonomous landing – year: 2003 ident: key2023083110501725700_ref001 article-title: Helicopter/ship qualification testing, RTO AGARDograph 300 flight test techniques series – volume 22 – volume: 20 start-page: 2955 issue: 10 year: 2020 ident: key2023083110501725700_ref004 article-title: Generalized linear quadratic control for a full tracking problem in aviation publication-title: Sensors doi: 10.3390/s20102955 – start-page: 1425 year: 2018 ident: key2023083110501725700_ref013 article-title: Development of an automatic system for helicopter approach to a moving vessel – volume: 93 start-page: 1387 issue: 9 year: 2021 ident: key2023083110501725700_ref012 article-title: Impact of actuators backlash on the helicopter control during landing on the moving vessel deck publication-title: Aircraft Engineering and Aerospace Technology doi: 10.1108/AEAT-10-2020-0240 – volume: 8 start-page: 107315 year: 2020 ident: key2023083110501725700_ref011 article-title: Helicopter control during landing on a moving confined platform publication-title: IEEE Access doi: 10.1109/ACCESS.2020.3000294 – volume: 13 start-page: 5354 issue: 20 year: 2020 ident: key2023083110501725700_ref009 article-title: System identification and LQR controller design with incomplete state observation for aircraft trajectory tracking publication-title: Energies doi: 10.3390/en13205354 – year: 2021 ident: key2023083110501725700_ref005 article-title: Development of a reset algorithm for a helicopter shipboard landing guidance system – volume: 8 issue: 4 year: 2017 ident: key2023083110501725700_ref003 article-title: FLIGHTLAB™ modeling for real-time simulation applications publication-title: International Journal of Modeling, Simulation, and Scientific Computing – volume-title: Helicopter Flight Dynamics: The Theory and Application of Flying Qualities and Simulation Modelling year: 2008 ident: key2023083110501725700_ref010 – volume: 32 start-page: 553 year: 2019 ident: key2023083110501725700_ref007 article-title: The LQG control algorithms for nonlinear dynamic systems publication-title: Procedia Manufacturing doi: 10.1016/j.promfg.2019.02.252 – start-page: 1 year: 2016 ident: key2023083110501725700_ref006 article-title: Robust autonomous ship deck landing for rotorcraft |
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The purpose of this study is to test the performance of the designed automatic control system based on the Linear Quadratic Regulator (LQR) and Linear... PurposeThe purpose of this study is to test the performance of the designed automatic control system based on the Linear Quadratic Regulator (LQR) and Linear... |
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SubjectTerms | Algorithms Attitudes Automatic control systems Automatic pilots Control algorithms Control methods Control systems design Dynamic models Global positioning systems GPS Helicopter control Inertial navigation Landing Linear quadratic Gaussian control Linear quadratic regulator Navigation systems Parameter identification Pilots Sensors Ship decks Ship motion Software Test pilots Variables Velocity |
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Title | LQR and LQG control of the helicopter during landing on the ship deck |
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