Simulation of Communication Switch Controlled by Neural Network

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F09%3APU84969" target="_blank" >RIV/00216305:26220/09:PU84969 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Simulation of Communication Switch Controlled by Neural Network
Original language description
Modern converged communication networks transfer all types of services from voice service, through data transport to videoconferences and multimedia services. Quality of Service (QoS) is very important in this situation. Main parameters for Quality of Service are packet delay, loss of packets, transport bandwidth and jitter. These parameters can be managed by packet priority. This paper describes communication active network switch, which is not controlled by classical sequential data processing or by classical parallel data processing, but by artificial neural network. Simulation environment MATLAB and Neural network Toolbox are used for switch simulation. The best results are with Hopfield neural network.
Czech name
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Czech description
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Project
<a href="/en/project/GA102%2F07%2F1503" target="_blank" >GA102/07/1503: Advanced Optimizing the Design of Communication Systems via neural networks</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of 32nd International Conference on Telecommunications and Signal Processing
ISBN
978-963-06-7716-5
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
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Publisher name
Asszisztencia Budapest
Place of publication
Budapest
Event location
Dunakiliti
Event date
Aug 26, 2009
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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