Title :
Nonholonomic motion planning based on Newton algorithm with energy optimization
Author :
Duleba, Ignacy ; Sasiadek, Jurek Z.
Author_Institution :
Inst. of Eng. Cybern., Wroclaw Univ. of Technol., Poland
fDate :
5/1/2003 12:00:00 AM
Abstract :
Discusses a modification of the Newton algorithm applied to nonholonomic motion planning with energy optimization. The energy optimization is performed either by optimizing motion in the space of the Jacobian matrix derived from the nonholonomic system or coupling this motion with movement toward the goal. Resulting controls are smooth and easily generated by motors or thrusters. The two methods can be used, when kinematics are considered, to steer any driftless nonholonomic systems particular free-floating objects, underactuated manipulators, mobile robots (with trailers). Similarities and differences are also discussed in the Newton algorithm for holonomic and nonholonomic systems.
Keywords :
Jacobian matrices; Newton method; aerospace robotics; manipulators; mobile robots; optimisation; path planning; robot kinematics; underwater vehicles; Jacobian matrix; Newton algorithm; driftless nonholonomic systems; energy optimization; free-floating objects; holonomic systems; kinematics; mobile robots; nonholonomic motion planning; optimal control; underactuated manipulators; Control systems; Couplings; Equations; Jacobian matrices; Kinematics; Manipulators; Mobile robots; Null space; Orbital robotics; Path planning;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2003.810394