The invention discloses an
exoskeleton device control method and
system for ground wire
hooking. Multi-
modal features are extracted from surface electromyogram signals,
kinematics data and
mechanics data, and the motion intention of an operator is recognized in real time. And according to the identified motion intention, main motion and micro-
jitter motion are extracted, and a stage reference trajectory of the
exoskeleton is generated according to superposition of the task stage and the target state. Thirdly, a cost function is defined to optimize
trajectory planning, and trajectory tracking precision, execution
energy consumption and
obstacle avoidance cost are considered; and on the basis of the collaborative motion trail and real-time feedback of an operator, the needed power-assisted torque is calculated, and
impedance parameters are adjusted in a self-adaptive mode according to the power-assisted requirement, errors and confidence coefficients. And finally, according to the deviation between the
contact force error and the target force, the total output torque of the
exoskeleton joint is generated. By adjusting the control strategy and assisting
power output in real time, the response precision and comfort of the
exoskeleton device are improved, and
motion control and energy efficiency are optimized.