Simulation of stable-adaptive control of robot arm using self-organizing neural network

A.M. Ahmad1, Lee Ing Chen1, F. Mohamad1
1Department of Science Engineering, Faculty of Computer Science and Information System, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia

Tóm tắt

In this paper, a simulation of neural network controller for a three links robot arm is presented. The network is based on modified Kohonen's self-organizing map. In the proposed model, recurrent network and modified SOM network are interconnected.

Từ khóa

#Robot control #Neural networks #Robot kinematics #Neurons #Computational modeling #Control systems #Recurrent neural networks #Nonlinear systems #Nonlinear control systems #Neurofeedback

Tài liệu tham khảo

10.1016/0005-1098(92)90053-I 10.1016/S0967-0661(97)00028-2 10.1117/12.150166 10.1007/s005210070022 10.1109/5.58325 10.1016/S0954-1810(99)00012-6 gupta, 1996, Inverse Kinematic Neuro-Control of Robotic Systems, Engineering application of artificial intelligence, 11, 55