Intelligent Traffic Management Schemes in TCP/IP Networks kitap kapağı
Kitap başlığı:

Intelligent Traffic Management Schemes in TCP/IP Networks

Performance Evaluation of Active Queue Management Schemes based on Control Theory and AI

LAP LAMBERT Academic Publishing (2011-04-08 )

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ISBN-13:

978-3-8443-1961-3

ISBN-10:
3844319611
EAN:
9783844319613
Kitabın dili:
İngilizce
Özet:
This research presents an investigation into designing active queue management (AQM) controllers in the bottleneck gateway router using control theory. The main goals of this design are to increase the speed of response, improve stability and robustness of congestion control system. In this study a new design scheme is presented by augmenting a Smith Predictor (SP) to the standard RED controller. The new controller is named as SPRED. Smith predictor structure is incorporated to compensate the time delay of the system. Using Smith predictor the new controller is tuned to remove the effect of time delay and thus the primary controller is tuned to give good performance for a plant without delay. Moreover, a novel scheme of adaptive Smith Predictor controller using Neural Network for active queue management (NNAQM) is also presented. The main purpose of this investigation is to explore an intelligent online tuning controller, which has a structure fusion of the proposed SPRED and Neural Networks. In addition, an adaptive neuro-fuzzy inference system (ANFIS) based AQM control scheme is also proposed to deal with nonlinear time delay systems.
Yayınevi:
LAP LAMBERT Academic Publishing
Websitesi:
https://www.lap-publishing.com/
Yazar:
Rafe Alasem
Sayfa sayısı:
188
Yayın tarihi:
2011-04-08
Hisse:
Mevcut
Kategori:
Veri iletişimi, ağlar
Fiyat:
68.00 €
Anahtar kelimeler:
Congestion Control, networks

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