Title :
Solution of the inverse kinematic problem of a serial manipulator by a fuzzy algorithm
Author :
Borboni, Alberto
Author_Institution :
Mech. Eng. Dept., Brescia Univ., Italy
fDate :
6/23/1905 12:00:00 AM
Abstract :
The robotic inverse kinematic problem, described in the following paragraph, appears in the field of robotics. Its solution can be gained numerically in general and analytically in such situations. The analytical approach is fast and puts in evidence the entire set of solutions, but cannot be applied in general. The numerical approach not always converges, not always puts in evidence all the solutions, but can be applied in general. Owing to these reasons, we will expose a new numerical algorithm based on fuzzy logic, that converges in all the tested trials. The results are very encouraging: the algorithm is fast and reliable
Keywords :
fuzzy logic; inverse problems; manipulator kinematics; convergence; fuzzy logic; numerical algorithm; robotic inverse kinematic problem; serial manipulator; Equations; Iterative methods; Kinematics; Logic testing; Manipulators; Mechanical engineering; Orbital robotics; Polynomials; Robots; Topology;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1007317