Accelerated Adaptive Gradient Neural Dynamics Models for Solving Time-Variant Lyapunov Equation and Their Applications

Accelerated Adaptive Gradient Neural Dynamics Models for Solving Time-Variant Lyapunov Equation and Their Applications

The time-variant Lyapunov equation (TVLE) has played an important role in many fields due to its ubiquity and many neural dynamics models have been developed to obtain the online solution of the TVLE. In prevalent methods, the gradient neural dynamics (GND) models suffer from the large residual erro...

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Bibliographic Details
Main Authors: Qinrou Li, Yuyuan Zhuang, Lilan Zou, Guancheng Wang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Neural dynamics
time-variant Lyapunov equation
convergence
adaptive parameter
robotic control
Online Access:https://ieeexplore.ieee.org/document/10078873/

Internet

https://ieeexplore.ieee.org/document/10078873/

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