Journal
IEEE-ASME TRANSACTIONS ON MECHATRONICS
Volume 21, Issue 3, Pages 1326-1335Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TMECH.2015.2490180
Keywords
Control; modeling; soft manipulator
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This paper deals with a methodology for real-time solving of a complex kinematics of a class of continuum manipulators, namely the compact bionic handling assistant (CBHA). First, a quantitative approach is used to model kinematically the CBHA inspired from the modeling of parallel rigid manipulators. For this case, the CBHA is modeled as a series of vertebrae, where each vertebra is connected to the next one through a flexible link. The latter named an intervertebra is modeled by three universal-prismatic-spherical and one universal-prismatic joints. The kinematic models of the CBHA are derived from the inverse kinematic equations (IKE) of each intervertebra. A qualitative approach based on neural networks is used to provide approximated solutions of the IKE for real-time implementation. Thus, the combination of the advantages of quantitative and qualitative approaches allows proposing a hybrid methodology for accurate modeling and solving the kinematics of this class of continuum robots. A set of experiments is conducted using a CBHA in order to evaluate the level of efficiency of the proposed hybrid approach.
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