Scientific reports
Tracking control of industrial manipulator based on adaptive RBF neural network with local model approximation.
Guirong Han, Cai Huang, Wei Xiao, Yili Peng, Xubing Chen, Zaiwu Mei
Published: 202610.1038/s41598-025-34816-4
Abstract
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 sys…
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