Title :
Variable-sampling networked control systems based on neural network prediction control
Author :
Xue, Yan ; Liu, Ke
Author_Institution :
Sch. of Inf. Eng., Univ. of Sci. & Technol. Beijing, Beijing
Abstract :
By means of event-time driven based the model of networked control systems. Based on the controlling of the invariant networked-delay, using the predictive control value and the predictive feedback value according to the variable network-induced delay given the corresponding state transfer matrix of the networked control system, at the same time studied the condition of the stability of the networked control systems. The neural network is adopted to forecast the predictive control value and the predictive feedback value. Finally, an example is given to illustrate the analysis results.
Keywords :
decentralised control; delays; neurocontrollers; predictive control; stability; event-time driven; invariant networked-delay; neural network prediction control; predictive control; stability; state transfer matrix; variable network-induced delay; variable-sampling networked control systems; Automation; Control systems; Delay effects; Intelligent control; Networked control systems; Neural networks; Neurofeedback; Predictive control; Predictive models; State feedback; event-time driven; networked control systems; neural network; variable-sampling;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4594200