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  4. An Adaptive and Hybrid End-Point/Joint Impedance Controller for Lower Limb Exoskeletons

An Adaptive and Hybrid End-Point/Joint Impedance Controller for Lower Limb Exoskeletons

Frontiers in Robotics and AI, 2018 · DOI: 10.3389/frobt.2018.00104 · Published: October 22, 2018

Assistive TechnologyBiomedical

Simple Explanation

This paper explores how to best control lower limb exoskeletons to help patients walk better. It looks at two common ways to control these robots: by focusing on the joints of the leg or by focusing on the end-point (the foot). The paper then proposes a new control method that combines the strengths of both approaches. This hybrid controller adapts the stiffness of the robot at the foot to provide support where it's needed, while also ensuring the joints move correctly. The controller was tested on a Lokomat®Pro V5, a two-link rehabilitation robot, with both healthy individuals and a person with a spinal cord injury. The results suggest this hybrid controller is a promising approach for lower limb exoskeletons.

Study Duration
Not specified
Participants
5 able-bodied subjects and 1 subject with Spinal Cord Injury
Evidence Level
Not specified

Key Findings

  • 1
    The hybrid controller is a feasible approach for exoskeleton devices, combining the benefits of end-point control in shaping desired stiffness and joint control to promote correct angular changes.
  • 2
    The adaptation algorithm effectively adjusts end-point stiffness based on the subject's performance in different gait phases, increasing stiffness where kinematic errors are larger.
  • 3
    The proposed approach can potentially be generalized to other robotic applications for rehabilitation or assistive purposes.

Research Summary

The study introduces an adaptive hybrid joint/end-point impedance controller for lower limb exoskeletons, aiming to combine the advantages of both joint and end-point space control methods for more effective gait rehabilitation. The proposed controller was implemented on a Lokomat and tested on both able-bodied subjects and a subject with spinal cord injury, demonstrating its feasibility and potential for shaping end-point stiffness and promoting correct joint trajectories. The results indicate that the hybrid controller can adapt end-point stiffness based on the subject's performance in different gait phases, offering a patient-cooperative and bio-inspired solution for rehabilitation robots.

Practical Implications

Improved Gait Rehabilitation

The hybrid controller can be used to improve gait rehabilitation by providing targeted support to the patient's leg during walking, adapting to their individual needs and performance.

Enhanced Exoskeleton Control

The approach offers a more effective way to control lower limb exoskeletons, combining the benefits of both joint and end-point space control methods.

Personalized Therapy

The adaptive nature of the controller allows for personalized therapy, as the robot can adjust its assistance based on the patient's progress and specific impairments.

Study Limitations

  • 1
    The study included a small number of participants, with only one subject with Spinal Cord Injury.
  • 2
    The long-term effects of using the adaptive hybrid controller were not evaluated.
  • 3
    The stability of the AAN hybrid controller requires further investigation.

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