Adaptive Control for Nonaffine Nonlinear Systems Using Reliable Neural Network Approximation

This paper presents a once-differentiable control strategy for a class of uncertain nonaffine nonlinear systems based on self-structuring neural networks (SSNNs) approximation, such that the system output tracks the desired trajectory. The optimal weight for each neuron in current SSNN is time-varyi...

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Bibliographic Details
Main Authors: Tairen Sun, Yongping Pan
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8071145/