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Graph-based Deep Learning for Spatial Reuse Optimization in Dense WLAN Deployments
  • Stephen Azeez ,
  • Shagufta Henna
Stephen Azeez
Letterkenny Institute of Technology, Letterkenny Institute of Technology, Letterkenny Institute of Technology

Corresponding Author:[email protected]

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Shagufta Henna
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Abstract

Dataset description: This is the dataset generated for to access each APs signal strength. In particular, the to output a prediction function of possible interference between two interacting APs. The features included in the dataset are:
Id - Identifier of the APs
X – position on the AP in each office in the X- direction (from the bottom left)
Y - position on the AP in each office in the Y- direction (from the bottom left)
Distance – distance between the transmitting AP and receiver
Obstacles – Number of possible walls to the signal propagation
Path Loss - Path loss between the transmitting APs
RSSI – signal strength obtained from the AP
AP1,AP2 – Interaction between Access points