25 citations · 101 across the 19 of their papers we have counts for
5 papers · 1 filter
Deep Learning for Inferring the Surface Solar Irradiance from Sky Imagery
Mehdi Zakroum, Mounir Ghogho, Mustapha Faqir +1
We present a novel approach to perform ground-based estimation and prediction of the surface solar irradiance with the view to predicting photovoltaic energy production. We propose…
Exploratory Data Analysis of a Network Telescope Traffic and Prediction of Port Probing Rates
Mehdi Zakroum, Abdellah Houmz, Mounir Ghogho +4
Understanding the properties exhibited by large scale network probing traffic would improve cyber threat intelligence. In addition, the prediction of probing rates is a key feature…
Optimal Coverage and Rate in Downlink Cellular Networks: A SIR Meta-Distribution Based Approach
A. M. Hayajneh, S. A. R. Zaidi, Des. C. McLernon +3
In this paper, we present a detailed analysis of the coverage and spectral efficiency of a downlink cellular network. Rather than relying on the first order statistics of received…
Energy balancing for robotic aided clustered wireless sensor networks using mobility diversity algorithms
Daniel Bonilla Licea, Edmond Nurellari, Mounir Ghogho
We consider the problem of energy balancing in a clustered wireless sensor network (WSN) deployed randomly in a large field and aided by a mobile robot (MR). The sensor nodes (SNs)…
Robotic Mobility Diversity Algorithm with Continuous Search Space
Daniel Bonilla Licea, Des McLernon, Mounir Ghogho +2
Small scale fading makes the wireless channel gain vary significantly over small distances and in the context of classical communication systems it can be detrimental to performanc…