Guirong Han

Tracking control of industrial manipulator based on adaptive RBF neural network with local model approximation

2026 · Scientific Reports

A Lyapunov-stability-guaranteed local model adaptive RBF neural network control algorithm is proposed for industrial robots. This algorithm eliminates the need for an exact plant mathematical model, enabling real-time learning and compensation of system nonlinearities and …