Adaptive high-speed sliding mode control for enhanced maneuverability and trajectory tracking in spherical robots
摘要
Spherical robots, characterized by their unique fully enclosed spherical structures, offer enhanced mobility and robust operation in challenging environments and adverse weather conditions. This paper presents the design and control of a dual-degree-of-freedom pendulum-driven spherical robot, addressing key limitations of conventional designs such as large turning radii and inadequate slope-climbing capabilities. The influence of the pendulum’s eccentric mass on climbing performance and obstacle-crossing ability is systematically analyzed, leading to a novel structural design approach. A comprehensive dynamic model is established, decoupling the robot’s motion into linear and steering components to facilitate control system development. Building upon this model, an Adaptive High-Speed Sliding Mode Control (AHSMC) strategy is proposed to achieve rapid response and robust trajectory tracking under highly nonlinear dynamics. Experimental validations demonstrate a minimum turning radius of 0.2 meters and stable operation on slopes up to 12