activity
20152026
most citedGraphCL: Contrastive Self-Supervised Learning of Graph Representations

25 citations · 101 across the 19 of their papers we have counts for

collaborators

21 papers

cs.GT2026

Pricing for Information Revelation in Demand Response: A Strategic Communication Approach

Hassan Mohamad, Chao Zhang, Samson Lasaulce +4

Many smart grid frameworks, such as demand response programs, require accurate information about consumers' parameters (e.g., flexibility) at the aggregator side to optimize grid o…

cs.RO2023★ 8 cited

Communications-Aware Robotics: Challenges and Opportunities

Daniel Bonilla Licea, Giuseppe Silano, Mounir Ghogho +1

The use of Unmanned Ground Vehicles (UGVs) and Unmanned Aerial Vehicles (UAVs) has seen significant growth in the research community, industry, and society. Many of these agents ar…

cs.RO2023★ 12 cited

Optimum Trajectory Planning for Multi-Rotor UAV Relays with Tilt and Antenna Orientation Variations

Daniel Bonilla Licea, Giuseppe Silano, Mounir Ghogho +1

Multi-rotor Unmanned Aerial Vehicles (UAVs) need to tilt in order to move; this modifies the UAV's antenna orientation. We consider the scenario where a multi-rotor UAV serves as a…

eess.SP2023★ 2 cited

Optical communication-based identification for multi-UAV systems: theory and practice

Daniel Bonilla Licea, Viktor Walter, Mounir Ghogho +1

Mutual relative localization and identification is an important feature for the stabilization and navigation of multi-Unmanned Aerial Vehicle (UAV) systems. Camera-based communicat…

math.OC2022

Age-of-Updates Optimization for UAV-assisted Networks

Mouhamed Naby Ndiaye, El Houcine Bergou, Mounir Ghogho +1

Unmanned aerial vehicles (UAVs) have been proposed as a promising technology to collect data from IoT devices and relay it to the network. In this work, we are interested in scenar…

cs.RO2022★ 15 cited

When Robotics Meets Wireless Communications: An Introductory Tutorial

Daniel Bonilla Licea, Mounir Ghogho, Martin Saska

The importance of ground Mobile Robots (MRs) and Unmanned Aerial Vehicles (UAVs) within the research community, industry, and society is growing fast. Many of these agents are nowa…

cs.CR2021

Leveraging Open Threat Exchange (OTX) to Understand Spatio-Temporal Trends of Cyber Threats: Covid-19 Case Study

Othmane Cherqi, Hicham Hammouchi, Mounir Ghogho +1

Understanding the properties exhibited by Spatial-temporal evolution of cyber attacks improve cyber threat intelligence. In addition, better understanding on threats patterns is a…

cs.RO2020

Communication-Aware Energy Efficient Trajectory Planning with Limited Channel Knowledge

D. Bonilla Licea, M. Bonilla, M. Ghogho +2

Wireless communications is nowadays an important aspect of robotics. There are many applications in which a robot must move to a certain goal point while transmitting information t…

cs.LG2020★ 25 cited

GraphCL: Contrastive Self-Supervised Learning of Graph Representations

Hakim Hafidi, Mounir Ghogho, Philippe Ciblat +1

We propose Graph Contrastive Learning (GraphCL), a general framework for learning node representations in a self supervised manner. GraphCL learns node embeddings by maximizing the…

cs.DB2020★ 4 cited

NoSQL Databases: Yearning for Disambiguation

Chaimae Asaad, Karim Baïna, Mounir Ghogho

The demanding requirements of the new Big Data intensive era raised the need for flexible storage systems capable of handling huge volumes of unstructured data and of tackling the…

eess.SP2019

Fusion Rules for Distributed Detection in Clustered Wireless Sensor Networks with Imperfect Channels

Sami A. Aldalahmeh, Saleh O. Al-Jazzar, Des McLernon +2

In this paper we investigate fusion rules for distributed detection in large random clustered-wireless sensor networks (WSNs) with a three-tier hierarchy; the sensor nodes (SNs), t…

cs.CV2018★ 3 cited

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…

cs.CR2018★ 11 cited

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…

cs.NI2018

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…

cs.DC2018

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)…

cs.RO2018

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…

cs.GT2016

A Distributed Satisfactory Content Delivery Scheme for QoS Provisioning in Delay Tolerant Networks

Sidi Ahmed Ezzahidi, Essaid Sabir, Mounir Ghogho

We deal in this paper with the content forwarding problem in Delay Tolerant Networks (DTNs). We first formulate the content delivery interaction as a non-cooperative satisfaction g…

cs.NI2016

Information-Centric Offloading in Cellular Networks with Coordinated Device-to-Device Communication

Asma Afzal, Syed Ali Raza Zaidi, Des McLernon +1

In this paper, we develop a comprehensive analytical framework for cache enabled cellular networks overlaid with coordinated device-to-device (D2D) communication. We follow an appr…

cs.IT2015★ 11 cited

Entropy and Channel Capacity under Optimum Power and Rate Adaptation over Generalized Fading Conditions

Paschalis C. Sofotasios, Sami Muhaidat, Mikko Valkama +2

Accurate fading characterization and channel capacity determination are of paramount importance in both conventional and emerging communication systems. The present work addresses…

cs.IT2015★ 10 cited

Quantized Fusion Rules for Energy-Based Distributed Detection in Wireless Sensor Networks

Edmond Nurellari, Sami Aldalahmeh, Mounir Ghogho +1

We consider the problem of soft decision fusion in a bandwidth-constrained wireless sensor network (WSN). The WSN is tasked with the detection of an intruder transmitting an unknow…

eess.SY2015

Distributed Optimal Quantization and Power Allocation for Sensor Detection Via Consensus

Edmond Nurellari, Des McLernon, Mounir Ghogho +1

We address the optimal transmit power allocation problem (from the sensor nodes (SNs) to the fusion center (FC)) for the decentralized detection of an unknown deterministic spatial…