Dataset for Identification of Saturated and Unsaturated Wi-Fi Networks

Citation Author(s):: Merkebu
Girmay

IDLab, Ghent University - IMEC

Adnan
Shahid

IDLab, Ghent University - IMEC
Submitted by:: Merkebu Girmay
Last updated:: Tue, 05/16/2023 - 16:03
DOI:: 10.21227/6jg0-3483
Data Format:: *.csv
Research Article Link:: Machine Learning Enabled Wi-Fi Saturation Sensing for Fair Coexistence in Unlicensed Spectrum
Links:: Coexistence Scheme for Uncoordinated LTE and WiFi Networks Using Experience Replay Based Q-Learning
License:: Creative Commons Attribution

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Categories:: Wireless Networking
Machine Learning
Keywords:: Wi-Fi, Wi-Fi saturation, IEEE 802.11 DCF, Spectrum Sensing; Duty Cycle; Wi-Fi Channel Utilization;

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Abstract

Dataset for Identification of Saturated and Unsaturated WiFi Networks

The Dataset comprises the histogram of Inter-frame spacing for saturated and unsaturated WiFi networks.

In order to develop a CNN model that can classify saturated and unsaturated traffic in WiFi network, we prepared a large dataset that represents the traffic characteristics of both cases.

Dataset Files

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Dataset for Identification of Saturated and Unsaturated Wi-Fi Networks

Abstract

Dataset for Identification of Saturated and Unsaturated WiFi Networks

Dataset Files

Documentation

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