Identification and prediction of internet traffic using artificial neural networks

S Chabaa, A Zeroual, J Antari - Journal of …, 2010 - research.europeanlibrarypress.com
This paper presents the development of an artificial neural network (ANN) model based on
the multi-layer perceptron (MLP) for analyzing internet traffic data over IP networks. We …

Identification of quadratic systems using higher order cumulants and neural networks: Application to model the delay of video-packets transmission

J Antari, S Chabaa, R Iqdour, A Zeroual, S Safi - Applied Soft Computing, 2011 - Elsevier
This work concerns the development of two approaches for the identification of diagonal
parameters of quadratic systems from only the output observation. The systems considered …

Solar tracking system with fuzzy reasoning applied to crisp sets

A Louchene, A Benmakhlouf, A Chaghi - Journal of Renewable …, 2007 - revue.cder.dz
In this paper, a low cost and an easy to implement solar tracker system is presented. The
design of the system is based on the fuzzy reasoning applied to crisp sets. In this case, it can …

Design and construction of a fuzzy logic dual axis solar tracker based on DSP

E Ataei, R Afshari, MA Pourmina… - The 2nd International …, 2011 - ieeexplore.ieee.org
Solar energy has been accepted as an alternative source of energy worldwide recently.
Current researches and markets have shown that Solar Photovoltaic (PV) is the fastest …

[PDF][PDF] Impulse response identification of minimum and non minimum phase channels

M Zidane, S Safi, M Sabri… - 4th Workshop on Codes …, 2013 - researchgate.net
In this work we propose an algorithm based on third order cumulants for identification of the
linear system (Finite Impulse Response (FIR)) with Minimum Phase (MP), and Non Minimum …

[PDF][PDF] Optimization numerical the neural architectures by performance indicator with LM learning algorithms

H El Badaoui, A Abdallaoui… - Journal of Materials and …, 2017 - jmaterenvironsci.com
The objective of this study is to develop a mathematical model based on the MLP Artificial
Neural Networks (ANN) to predict meteorological parameters in general and moisture in …

Adaptive algorithms versus higher order cumulants for identification and equalization of MC-CDMA

M Zidane, S Safi, M Sabri, A Boumezzough… - Journal of …, 2014 - jtit.pl
In this paper, a comparative study between a blind algorithm, based on higher order
cumulants, and adaptive algorithms, ie Recursive Least Squares (RLS) and Least Mean …

Identification and equalization using higher order cumulants in MC-CDMA systems

M Zidane, S Safi, M Sabri… - 2014 5th Workshop on …, 2014 - ieeexplore.ieee.org
In this paper we propose an algorithm based on fourth order cumulants for identification of
linear systems with Non Minimum Phase (NMP) excited by independent identically …

[PDF][PDF] Higher order statistics for identification of minimum phase channels

M Zidane, S Safi, M Sabri… - World Academy of …, 2014 - researchgate.net
Mohammed Zidane, Said Safi, Mohamed Sabri, Ahmed Boumezzough Abstract—This paper
describes a blind algorithm, which is compared with two another algorithms proposed in the …

[PDF][PDF] Predicting packet transmission data over IP networks using adaptive neuro-fuzzy inference systems

S Chabaa, A Zeroual - Journal of Computer Science, 2009 - researchgate.net
Problem statement: The statistical modeling for predicting network traffic has now become a
major tool used for network and is of significant interest in many domains: Adaptive …