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2023 | OriginalPaper | Buchkapitel

Terrain-Following Guidance Based on Model Predictive Control

verfasst von : Junyoung Noh, Hyungjoo Ahn, Jaeho Lee, Hyochoong Bang

Erschienen in: The Proceedings of the 2021 Asia-Pacific International Symposium on Aerospace Technology (APISAT 2021), Volume 2

Verlag: Springer Nature Singapore

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Abstract

In this paper, we propose real-time optimal guidance for aircraft terrain-following. Terrain-following is an essential technique for military aircraft and should be carried out in a safe flight while maintaining the lowest altitude as possible. In terrain-following, it is important for aircraft to stay above the reference trajectory and fly well despite the presence of disturbances such as wind. In this work, we propose a model predictive control method that performs real-time optimization for terrain-following guidance. MPC reflects the model of the aircraft and several maneuver constraints, so optimal planning for terrain-following can be designed. The nonlinear kinematic model of the aircraft is defined, and successive convexification is performed to linearize the nonlinear model and successfully solve the optimization problem. The proposed algorithm was compared with the general guidance algorithm, in this work we compared it with the L1 navigation law. As a result of real-time simulations, the MPC guidance algorithm performed terrain-following with a safer and smaller error, even with the presence of disturbances.

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Metadaten
Titel
Terrain-Following Guidance Based on Model Predictive Control
verfasst von
Junyoung Noh
Hyungjoo Ahn
Jaeho Lee
Hyochoong Bang
Copyright-Jahr
2023
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-2635-8_62

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