A robotic system based on neural network controllers

Spong, 1988 Pham, 1993, Identification of linear and nonlinear dynamic systems using recurrent neural networks, Artificial Intelligence in Engineering, 8, 67, 10.1016/0954-1810(93)90032-B Acosta L, Marichal GN, Hamilton A, Méndez JA, Moreno L. Design of a dynamic neural network structure for system identification, Intelligent Industrial Automation (IIA’96), 1996. pp. A77–A81. Moreno L, Acosta L, Marichal GN, Hamilton A, Méndez JA. A neural network structure for dynamic modelling of PUMA 560 Robot, Intelligent Industrial Automation, IIA’97, 1997. pp. 63–66. Miller, 1990 Narendra, 1994, Adaptive control of nonlinear multivariable systems using neural networks, Neural Networks, 7, 737, 10.1016/0893-6080(94)90096-5 Kawato, 1987, Hierarchical neural-network model for control and learning of voluntary movement, Biological Cybernetics, 57, 161, 10.1007/BF00364149 Karakasoglu, 1995, Recurrent neural network-based adaptive variable structure model following control of multijointed robotic manipulators, Automatica, 31, 1495, 10.1016/0005-1098(95)00057-4 Karakasoglu, 1993, Identification and decentralized adaptive control using dynamical neural networks with application to robotic manipulator, IEEE Transactions on Neural Networks, 4, 919, 10.1109/72.286887 Acosta, 1999, On the design and implementation of a neuromorphic self-tuning controller, Neural Processing Letters, 10.1023/A:1018635403382 Hush, 1993, Progress in supervised neural networks, IEEE Signal Processing Magazine, 1, 8, 10.1109/79.180705 Gupta, 1995