Title :
Efficient computation of multiple coupled Cosserat rod models for real-time simulation and control of parallel continuum manipulators
Author :
Till, John ; Bryson, Caroline E. ; Chung, Scotty ; Orekhov, Andrew ; Rucker, D. Caleb
Author_Institution :
Univ. of Tennessee, Knoxville, TN, USA
Abstract :
Parallel continuum robots have the potential to provide multi-degree-of-freedom articulation using a structure that is simple, compact, compliant, and highly scalable. These characteristics may be useful in micromanipulation, endoscopic robotic-assisted surgery, and human-robot interaction. Our prior work formulated a kinematic model which treats a parallel continuum robot as a set of multiple Cosserat rods with coupled boundary conditions. In this paper, we detail methods for the efficient numerical solution of this model at rates that enable real-time interactive simulation, motion planning, design optimization, and control. Exploitation of the model structure enables a significant reduction in the number of integrations required to evaluate the boundary value Jacobian matrix used in a shooting method. Our approach is used to teleoperate a prototype robot using real-time inverse kinematics solutions, and simulation tests show that inverse kinematics solutions are consistently computed at rates of several kilohertz using standard desktop computing hardware.
Keywords :
Jacobian matrices; boundary-value problems; manipulator kinematics; telerobotics; Cosserat rod models; boundary value Jacobian matrix; design optimization; motion planning; parallel continuum manipulators; prototype robot teleoperation; real-time interactive simulation; real-time inverse kinematics solutions; Computational modeling; Jacobian matrices; Kinematics; Legged locomotion; Manipulators; Mathematical model;
Conference_Titel :
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location :
Seattle, WA
DOI :
10.1109/ICRA.2015.7139904