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IEEE Trans Cybern ; 45(8): 1390-400, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25252290

ABSTRACT

Facing and pointing toward moving targets is a usual and natural behavior in daily life. Social robots should be able to display such coordinated behaviors in order to interact naturally with people. For instance, a robot should be able to point and look at specific objects. This is why, a scheme to generate coordinated head-arm motion for a humanoid robot with two degrees-of-freedom for the head and seven for each arm is proposed in this paper. Specifically, a virtual plane approach is employed to generate the analytical solution of the head motion. A quadratic program (QP)-based method is exploited to formulate the coordinated dual-arm motion. To obtain the optimal solution, a simplified recurrent neural network is used to solve the QP problem. The effectiveness of the proposed scheme is demonstrated using both computer simulation and physical experiments.


Subject(s)
Arm/physiology , Head Movements/physiology , Models, Biological , Movement/physiology , Robotics/methods , Biomechanical Phenomena , Computer Simulation , Humans , Neural Networks, Computer
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