Robust nonsingular fast terminal sliding-mode control for Sit-to-Stand task using a mobile lower limb exoskeleton. (August 2020)

• Record Type: Journal Article
• Authors: Hernández, Joel Hernández; Cruz, Sergio Salazar; López-Gutiérrez, Ricardo; González-Mendoza, Arturo; Lozano, Rogelio
• Is Part Of: Control engineering practice. Volume 101(2020)
• Publication Date: 2020-08
• Subjects: EMG signals -- Exoskeleton robot -- Human intuition -- Sliding Mode Control; Automatic control -- Periodicals; 629.89
• DOI: 10.1016/j.conengprac.2020.104496
• Languages: English
• ISSNs: 0967-0661

Abstract

Abstract: In this paper, a Nonsingular Fast Terminal Sliding Mode Control (RNFTSMC) is proposed to regulate the position of a mobile lower limb exoskeleton powered by linear actuators with four degrees of freedom. The developed lower limb exoskeleton has the purpose to assist the sit-to-stand and stand-to-sit tasks for people with spinal cord injury (SCI) or elderly people. Currently most of the developed lower limb exoskeletons are dealing with the presence of uncertainties (unmodeled dynamics) and external disturbances (mass changes, opposite forces), caused by the high complexity of the human limbs dynamics. The RNFTSMC has the purpose of dealing with these uncertainties, ensuring a rapid convergence in finite time to the desired position, and reducing the chattering effect produced by the nature of the controller actuators. The human intention movements have been detected using an sEMG signal classifier performed by the Myo Armband device and processed to activate the preprogrammed routines in the RNFTSMC. The desired paths for the knee and hip exoskeleton joints were obtained by recording data from a volunteer who rises from a chair and sat on it, using a motion capture system. To evaluate the effectiveness of the proposed control scheme, real-time experiments under three different scenarios have been carried out. Graphical abstract: Highlights: Numerical simulations. RNFTSMC vs Super Twisting controller. Trajectory tracking. Convergence in finite time. Compensation of matched and unmatched disturbances (such as the mass change). Reduction of the chattering effect produced by the slow frequency of actuators. Discontinuous controller.