Title :
Research of Analyzing Network Time Delays with Nenual Network in Telecontrol System
Author :
Xu Shu-Ping ; Su Xiao-Hui ; Wu Zhuan-Feng
Author_Institution :
Comput. Sci. & Eng. Coll., Xi´an Technol. Univ., Xi´an, China
Abstract :
In the article, neural nerwork is used to solve the problem caused by Internet induced time delays in a telecontrol system. The author analyses the ingredient causing the time-delay, measures the time-delay practically, uses the Slide-mode and spline function principles for reference, and substitutes the normal Slide-mode inputs with the mean of the Slide-mode, then adopts the radial basis functions neural network setting up network time-delay model. The simulation results show that the model can effectively substitute the actual network in Internet-based closed loop control system research under time-delay condition; the methods used in the modeling, due to the virtue of speediness and exactness, is capable of learn and predict the network time-delay on line, this gives a new idea in Internet-based remote closed-loop control.
Keywords :
Internet; closed loop systems; neurocontrollers; radial basis function networks; splines (mathematics); telecommunication control; telecontrol; Internet induced time delays; Internet-based closed loop control system research; Internet-based remote closed-loop control; network time delays; network time-delay model; radial basis functions neural network; slide-mode; spline function principles; telecontrol system; Artificial neural networks; Control systems; Delay; Internet; Predictive models; Spline; Training;
Conference_Titel :
Multimedia Technology (ICMT), 2010 International Conference on
Conference_Location :
Ningbo
Print_ISBN :
978-1-4244-7871-2
DOI :
10.1109/ICMULT.2010.5631437