Title :
New Approach to Converged Networks
Author :
Skorpil, Vladislav
Author_Institution :
Dept. of Telecommun., Tech. Univ. of Brno, Brno
Abstract :
This paper describes a new approach to converged communication and computer networks. It was designed a new architecture of nodal active network element that is powerful enough and supports priority processing of different types of connection. It is exactly the missing support of priority processing that constitutes the greatest drawback of the majority of present-day active network elements. The proposed new architecture is based on the technology of artificial neural networks. Neural networks are used to optimize switching input requirements to outputs. This paper also describes design and computer simulations of a new architecture network element, based on artificial neural network technology with the support of priority processing for different connection types. As an example of a network element was selected switching area. This network element with optimized switching area is able to transfer large data quantity with minimum delay. Architecture of network element, that contains artificial neural network for optimized priority switching is described in this paper. It describes implementation of neural network in control process for data units switching. The programming language MATLAB 7.0 was used for software simulation. Network elements with new architecture, which uses a neural network, as well as intimated simulation, are suitable for working for example in personal wireless network communication systems.
Keywords :
computer networks; neural nets; MATLAB; architecture network element; artificial neural network; communication network; computer network; computer simulation; converged networks; nodal active network; optimized switching area; programming language; software simulation; Artificial neural networks; Communication switching; Communication system control; Computer architecture; Computer languages; Computer networks; Computer simulation; MATLAB; Process control; Wireless networks; Common networks; Network operating system; Network servers; Neural network applications;
Conference_Titel :
Networking, 2008. ICN 2008. Seventh International Conference on
Conference_Location :
Cancun
Print_ISBN :
978-0-7695-3106-9
Electronic_ISBN :
978-0-7695-3106-9
DOI :
10.1109/ICN.2008.127