3-D Formulation of Formation Flight Based on Model Predictive Control with Collision Avoidance Scheme

This paper addresses the application of Model Predictive Control (MPC) approach for formation flight control and coordination of autonomous unmanned aerial vehicles. The Nominal Decentralized Model Predictive Control (NDMPC) is presented and its enhancement to deal with the model uncertainty and dis...

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Main Authors: Zhao, Weihua., Go, Tiauw Hiong.
Other Authors: School of Mechanical and Aerospace Engineering
Format: Conference or Workshop Item
Language:English
Published: 2011
Subjects:
Online Access:https://hdl.handle.net/10356/94116
http://hdl.handle.net/10220/7232
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-941162023-03-04T17:07:30Z 3-D Formulation of Formation Flight Based on Model Predictive Control with Collision Avoidance Scheme Zhao, Weihua. Go, Tiauw Hiong. School of Mechanical and Aerospace Engineering Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition (48th : 2010 : Florida, USA) DRNTU::Engineering::Aeronautical engineering::Flight simulation This paper addresses the application of Model Predictive Control (MPC) approach for formation flight control and coordination of autonomous unmanned aerial vehicles. The Nominal Decentralized Model Predictive Control (NDMPC) is presented and its enhancement to deal with the model uncertainty and disturbances, called the Robust Decentralized Model Predictive Control (RDMPC), is also proposed and analyzed. Obstacle avoidance control scheme for any shape and size of obstacles is addressed under the unified MPC framework. The simulation results show that this MPC scheme can successfully achieve collision-free formation flights. Accepted version 2011-10-11T09:16:43Z 2019-12-06T18:50:56Z 2011-10-11T09:16:43Z 2019-12-06T18:50:56Z 2010 2010 Conference Paper Zhao, W., & Go, T. H. (2010). 3-D Formulation of Formation Flight Based on Model Predictive Control with Collision Avoidance Scheme. Paper presented at 48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition, 1-17. https://hdl.handle.net/10356/94116 http://hdl.handle.net/10220/7232 10.2514/6.2010-493 149222 en © 2010 by Weihua Zhao and Tiauw Hiong Go. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission. This is the author created version of a work that has been peer reviewed and accepted for publication by 48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition, the American Institute of Aeronautics and Astronautics. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [http://dx.doi.org/10.2514/6.2010-493]. 17 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Aeronautical engineering::Flight simulation
spellingShingle DRNTU::Engineering::Aeronautical engineering::Flight simulation
Zhao, Weihua.
Go, Tiauw Hiong.
3-D Formulation of Formation Flight Based on Model Predictive Control with Collision Avoidance Scheme
description This paper addresses the application of Model Predictive Control (MPC) approach for formation flight control and coordination of autonomous unmanned aerial vehicles. The Nominal Decentralized Model Predictive Control (NDMPC) is presented and its enhancement to deal with the model uncertainty and disturbances, called the Robust Decentralized Model Predictive Control (RDMPC), is also proposed and analyzed. Obstacle avoidance control scheme for any shape and size of obstacles is addressed under the unified MPC framework. The simulation results show that this MPC scheme can successfully achieve collision-free formation flights.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Zhao, Weihua.
Go, Tiauw Hiong.
format Conference or Workshop Item
author Zhao, Weihua.
Go, Tiauw Hiong.
author_sort Zhao, Weihua.
title 3-D Formulation of Formation Flight Based on Model Predictive Control with Collision Avoidance Scheme
title_short 3-D Formulation of Formation Flight Based on Model Predictive Control with Collision Avoidance Scheme
title_full 3-D Formulation of Formation Flight Based on Model Predictive Control with Collision Avoidance Scheme
title_fullStr 3-D Formulation of Formation Flight Based on Model Predictive Control with Collision Avoidance Scheme
title_full_unstemmed 3-D Formulation of Formation Flight Based on Model Predictive Control with Collision Avoidance Scheme
title_sort 3-d formulation of formation flight based on model predictive control with collision avoidance scheme
publishDate 2011
url https://hdl.handle.net/10356/94116
http://hdl.handle.net/10220/7232
_version_ 1759854971331805184