Differentiator- and Observer-Based Feedback Linearized Advanced Nonlinear Control Strategies for an Unmanned Aerial Vehicle System

Irfan, Saqib; Zhao, Liangyu; Ullah, Safeer; Javaid, Usman; Iqbal, Jamshed

Abstract

This paper presents novel chattering-free robust control strategies for addressing disturbances and uncertainties in a two-degree-of-freedom (2-DOF) unmanned aerial vehicle (UAV) dynamic model, with a focus on the highly nonlinear and strongly coupled nature of the system. The novelty lies in the development of sliding mode control (SMC), integral sliding mode control (ISMC), and terminal sliding mode control (TSMC) laws specifically tailored for the twin-rotor MIMO system (TRMS). These strategies are validated through both simulation and real-time experiments. A key contribution is the introduction of a uniform robust exact differentiator (URED) to recover rotor speed and missing derivatives, combined with a nonlinear state feedback observer to improve system observability. A feedback linearization approach, using lie derivatives and diffeomorphism principles, is employed to decouple the system into horizontal and vertical subsystems. Comparative analysis of the transient performance of the proposed controllers, with respect to metrics such as settling time, overshoot, rise time, and steady-state errors, is provided. The ISMC method, in particular, effectively mitigates the chattering issue prevalent in traditional SMC, improving both system performance and actuator longevity. Experimental results on the TRMS demonstrate the superior tracking performance and robustness of the proposed control laws in the presence of nonlinearities, uncertainties, and external disturbances. This research contributes a comprehensive control design framework with proven real-time implementation, offering significant advancements over existing methodologies.

Citation

Irfan, S., Zhao, L., Ullah, S., Javaid, U., & Iqbal, J. (2024). Differentiator- and Observer-Based Feedback Linearized Advanced Nonlinear Control Strategies for an Unmanned Aerial Vehicle System. Drones, 8(10), Article 527. https://doi.org/10.3390/drones8100527

• Journal Article Type: Article
• Acceptance Date: Sep 23, 2024
• Online Publication Date: Sep 26, 2024
• Publication Date: Oct 1, 2024
• Deposit Date: Sep 23, 2024
• Publicly Available Date: Sep 27, 2024
• Journal: Drones
• Electronic ISSN: 2504-446X
• Publisher: MDPI
• Peer Reviewed: Peer Reviewed
• Volume: 8
• Issue: 10
• Article Number: 527
• DOI: https://doi.org/10.3390/drones8100527
• Keywords: Unmanned aerial vehicles (UAVs); Sliding mode control (SMC); Integral sliding mode control (ISMC); Terminal sliding mode (TSMC); Twin rotor MIMO system (TRMS); Uniform robust exact differentiator (URED); Disturbances
• Public URL: https://hull-repository.worktribe.com/output/4834396