On the self-similar nature of Ethernet traffic (extended version)
IEEE/ACM Transactions on Networking (TON)
Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking (TON)
On the equivalent bandwidth of self-similar sources
ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special issue on modeling and simulation of communication networks
Self-Similar Network Traffic and Performance Evaluation
Self-Similar Network Traffic and Performance Evaluation
Computer Networks
Modern Wireless Communication
Long-Range Dependence: Ten Years of Internet Traffic Modeling
IEEE Internet Computing
Journal of High Speed Networks
Model-based simulation and performance evaluation of grid scheduling strategies
Future Generation Computer Systems
Resource allocation for guaranteed service in OFDMA based systems
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Measurement and analysis of intraflow performance characteristics of wireless traffic
IPOM'07 Proceedings of the 7th IEEE international conference on IP operations and management
Modeling and resource allocation for mobile video over WiMAX broadband wireless networks
IEEE Journal on Selected Areas in Communications
Web timeouts and their implications
PAM'10 Proceedings of the 11th international conference on Passive and active measurement
Multiresolution FIR neural-network-based learning algorithm applied to network traffic prediction
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Wavelet analysis of long-range-dependent traffic
IEEE Transactions on Information Theory
A multifractal wavelet model with application to network traffic
IEEE Transactions on Information Theory
Rayleigh fading channels in mobile digital communication systems .I. Characterization
IEEE Communications Magazine
Rayleigh fading channels in mobile digital communication systems .II. Mitigation
IEEE Communications Magazine
Traffic modeling for telecommunications networks
IEEE Communications Magazine
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In this paper, we analyze the queueing performance in terms of loss rate of an OFDM (orthogonal frequency-division multiplexing)/TDMA (time division multiplexing access) based wireless system taking into account the multifractal behavior of the wireless traffic flows. To this end, first, we show evidences of multifractal characteristics on wireless traffic traces. These findings motivated us to propose a traffic policing and control scheme based on a multifractal envelope process in order to maintain the traffic flows well-behaved, i.e., in accordance to the desired QoS parameters. Furthermore, by assuming a multifractal traffic model, we derive a data loss probability equation for wireless traffic flows that was applied to the OFDM/TDMA based wireless system. Simulations and comparisons to other methods were carried out in order to verify the efficiency of the proposed traffic policing scheme as well as of the loss probability estimation approach.