Neural Networks for Communication Network Elements

Neural Networks for Communication Network Elements

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This paper describes objectives of the project "Advanced Optimizing the design of Communication Systems via Neural Networks". These are only hypothesis about solving possibilities. The main goal is brief describing of design and computer simulation of a new architecture of a node active 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.

This paper describes objectives of the project "Advanced Optimizing the design of Communication Systems via Neural Networks". These are only hypothesis about solving possibilities. The main goal is brief describing of design and computer simulation of a new architecture of a node active 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.

Neural network, network element, switch

Neural network, network element, switch

ŠKORPIL, V.; RÁŠO, T.

2010

09.08.2007

Bandung

978-979-96520-3-4

Proceedings of the International Conference on Instrumentation Communication and Information Technology 2007

309

313

5