Title :
Real time prediction of time delays in a networked control system
Author :
Rahmani, Behrooz ; Markazi, Amir H D ; Mozayani, Naser
Author_Institution :
Dept. of Mech. Eng., IUST Tehran, Tehran
Abstract :
In this paper, a novel method for real time prediction of network transmission time delays is introduced. The proposed delay prediction method is based on the Multi-Layer Perceptron (MLP) neural model of the network. Unlike most of the previously existing methods, the proposed approach is both accurate and fast enough for a real time implementation.
Keywords :
delays; multilayer perceptrons; multilayer perceptron; network transmission time delays; real time prediction; time delays; Actuators; Control systems; Delay effects; Mechanical engineering; Networked control systems; Neural networks; Predictive models; Real time systems; Robust stability; Sampling methods;
Conference_Titel :
Communications, Control and Signal Processing, 2008. ISCCSP 2008. 3rd International Symposium on
Conference_Location :
St Julians
Print_ISBN :
978-1-4244-1687-5
Electronic_ISBN :
978-1-4244-1688-2
DOI :
10.1109/ISCCSP.2008.4537416
