The application discloses a dexterous hand fruit and vegetable grabbing control method based on fuzzy variable
impedance control. First, a multi-finger cooperative
kinematics model is established based on the
screw theory to determine the fingertip
pose, the grabbing force of each finger and the multi-
finger force distribution; an optimization model with the minimum
contact force as the target is constructed based on force closure, and the NSGA-II
algorithm is used for solving to obtain the minimum grabbing force required for stable and lossless grabbing; an
impedance control model is established in the Cartesian space, the grabbing
system is equivalent to a
mass-spring-
damper system, the influence of the
impedance parameters on the grabbing performance is analyzed, and the
inertia parameter and the damping coefficient are determined as the key adjustment objects; further, fuzzy control is introduced, the grabbing force error and its change rate are taken as the inputs, the
inertia and the damping adjustment amount are taken as the outputs, a
fuzzy adaptive variable impedance controller is constructed, and dynamic optimization of the
impedance parameters and accurate tracking of the grabbing force are realized. The application can be effectively applied to the fast, stable and lossless grabbing of various
fruits and vegetables in unstructured agricultural environments.