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  4. Model Predictive Contouring Control With Barrier and Lyapunov Functions for Stable Path-Following in UAV Systems
 
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Model Predictive Contouring Control With Barrier and Lyapunov Functions for Stable Path-Following in UAV Systems

Journal
IEEE Access
ISSN
2169-3536
Date Issued
2025
Author(s)
Bryan S. Guevara
Varela Aldas, José
Centro de investigación en Mecatrónica y Sistemas Interactivos
Viviana Moya
Manuel Cardona
Daniel C. Gandolfo
Juan M. Toibero
Type
journal-article
DOI
10.1109/ACCESS.2025.3582505
URL
https://cris.indoamerica.edu.ec/handle/123456789/9374
Abstract
In this study, we propose a novel method that integrates Nonlinear Model Predictive Contour Control (NMPCC) with an Exponentially Stabilizing Control Lyapunov Function (ES-CLF) and Exponential Higher-Order Control Barrier Functions to achieve stable path-following and obstacle avoidance in UAV systems. This framework enables uncrewed aerial vehicles (UAVs) to safely navigate around both static and dynamic obstacles while strictly adhering to desired paths. The quaternion-based formulation ensures precise orientation and attitude control, while a robust optimization solver enforces the constraints imposed by the Control Lyapunov Function (CLF) and Control Barrier Functions (CBF), ensuring reliable real-time performance. The proposed method was experimentally validated using a DJI Matrice 100 quadrotor platform, considering scenarios with prior knowledge of obstacle locations. Results demonstrate the controller’s effectiveness in minimizing orthogonal and tangential tracking errors, ensuring stability and safety in complex environments.
Subjects
  • Acados

  • CasADi

  • CBF

  • CLF

  • MPCC

  • obstacle avoidance

  • path-following

  • UAV

Views
1
Acquisition Date
Aug 22, 2025
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