Performance Modeling of the Wireless Internet

PS Kritzinger, PP Pileggi - 2007 - pubs.cs.uct.ac.za
IEEE 802.11 (or WiFi) networks are now wellestablished as the primary solution for
delivering broadband services to metropolitan areas and rural communities. Furthermore …

Path loss model development for indoor signal loss prediction at 2.4 GHz 802.11 n network

R Mardeni, Y Solahuddin - 2012 International Conference on …, 2012 - ieeexplore.ieee.org
This study focuses on developing an indoor empirical path loss prediction model for 802.11
n network at 2.4 GHz. As 802.11 n features Multiple-Input Multiple-Output (MIMO) which is …

Experiment-driven platform for link quality estimation in IEEE 802.11 WLANs

T Arrabal, M Stojanova, IG Lassous… - 2023 IEEE 24th …, 2023 - ieeexplore.ieee.org
Experimental link quality assessment of recent Wi-Fi networks remains a challenge due to
the rapid development of the Wi-Fi technology, the lack of availability of public datasets, and …

Survey and study of LR-WPAN link quality under Wi-Fi interference

P Dong, Z Zhang, J Yao, D Chen - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
To evade external interference, especially busy Wi-Fi signals, Low-Rate Wireless Personal
Area Networks require the cognitive feature for channel management. This paper …

AI/ML-based Load Prediction in IEEE 802.11 Enterprise Networks

F Wilhelmi, D Salami, G Fontanesi… - arXiv preprint arXiv …, 2023 - arxiv.org
Enterprise Wi-Fi networks can greatly benefit from Artificial Intelligence and Machine
Learning (AI/ML) thanks to their well-developed management and operation capabilities. At …

Comparison of HMM and RNN models for network traffic modeling

R Bikmukhamedov, A Nadeev… - Internet Technology …, 2020 - Wiley Online Library
Major applications for statistical modeling of network traffic flows can be found in network
testing and imitating of unavailable devices. Since packet‐level modeling is considered …

Statistical characterization of WiFi white space

N Rastegardoost, B Jabbari - IEEE Communications Letters, 2017 - ieeexplore.ieee.org
This letter presents an analytical framework based on Markov modulated batch Poisson
processes for stochastic modeling of WiFi temporal activity and its idle gaps, or white …

IP Impairment Models for Performance Evaluation of Wireless Systems in Railway Environments

M Berbineau, L Clavier, A Sabra, S Kharbech… - IEEE …, 2023 - ieeexplore.ieee.org
Validation measurements for the Future Railway Communication System in railway
environments is a very challenging task and should be reduced to a minimum for cost and …

Application of Erlang B model in modern VoIP networks

T Mišuth, I Baroňák - 2011 34th International Conference on …, 2011 - ieeexplore.ieee.org
The paper proposes a method for upper bound estimation of packet loss in VoIP networks.
We analyze simple Erlang B model that is used for classic telecommunication networks …

A passive client side control packet-based WiFi traffic characterization mechanism

L Song, A Mohammed, A Striegel - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
WiFi has emerged as a pivotal technology for delivering Quality of Experience (QoE) to
mobile devices. Unfortunately, exploding numbers of competing devices, potential …