Design of a highly-efficient embedded controller for AUV stabilization and trajectory tracking using minimal computational resources
Mohamed, Samer A.; Abdelgelil, Omar K.; Elhout, Osama A.; Aafia, Hend M.; Awad, Mohammed I.; Hossam El DIn Hassan Abdelmunim;
Abstract
This paper proposes a computationally-efficient controller for an AUV which could be implemented using a single-purpose microcontroller. The AUV under study has a complex eight-thruster mechanical configuration. Such system imposes concerns like non-linear behavior, coupled dynamics and parameter uncertainty. An extensive study on vehicle kinematics/dynamics is proposed, followed by formulating a non-linear model for the test vehicle. Dynamic decoupling is applied to break the system into two sub-systems controlled using two independent simple controllers. An LQR controller is used for stabilizing vehicle depth and roll/pitch attitude. A self-tuning PID controller is used for trajectory tracking of surge velocity and yaw attitude. The combined LQR/Adaptive PID control architecture deals very well with noise and uncertainty with minimal computational effort. The controller is verified experimentally using multiple motion scenarios for a test AUV.
Other data
| Title | Design of a highly-efficient embedded controller for AUV stabilization and trajectory tracking using minimal computational resources | Authors | Mohamed, Samer A.; Abdelgelil, Omar K.; Elhout, Osama A.; Aafia, Hend M.; Awad, Mohammed I.; Hossam El DIn Hassan Abdelmunim | Keywords | Autonomous;Fuzzy;linear quadratic regulator;PID;stabilization;tracking;underwater | Issue Date | 1-Jan-2021 | Conference | Niles 2021 3rd Novel Intelligent and Leading Emerging Sciences Conference Proceedings | ISBN | [9781665421577] | DOI | 10.1109/NILES53778.2021.9600509 | Scopus ID | 2-s2.0-85123177292 |
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