Margot Deruyck

67 papers B 8Journal 46Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Graph Neural Network-Based Energy-Efficient Optimization for RIS-Assisted Wireless Networks.
IEEE Trans. Wirel. Commun.
Bo Yin, Jorn Schampheleer, Wout Joseph, Margot Deruyck
2026 J jnl
RES-Aware User Allocation Procedure in 5G Networks.
IEEE Trans. Commun.
Adam Samorzewski, Adrian Kliks, Margot Deruyck
2025 J jnl
Fast Field Strength Prediction Using Modern Machine Learning in European Cities From Few RF-EMF Measurements: A Neural Tangent Kernel Perspective.
IEEE Access
Mohammed Mallik, Jorn Schampheleer, Laurent Clavier, Margot Deruyck
2025 J jnl
Network-Scale Impact of Vegetation Loss on Coverage and Exposure for 5G Networks.
IEEE Access
Jorn Schampheleer, Anke Huss, Margot Deruyck
2025 J jnl
Threshold-based 5G NR base station management for energy saving.
Comput. Networks
Greta Vallero, Michela Meo, Wout Joseph, Margot Deruyck
2025 J jnl
Use of machine learning for predicting stress episodes based on wearable sensor data: A systematic review.
Comput. Biol. Medicine
António Oseas Pataca, Eftim Zdravevski, Paulo Jorge Coelho, Nuno M. Garcia, Margot Deruyck, Carlos Albuquerque, Ivan Miguel Pires
2024 J jnl
Energy Consumption in RES-Aware 5G Networks.
CoRR
Adam Samorzewski, Margot Deruyck, Adrian Kliks
2024 J jnl
Multi-objective Optimization of Cognitive Radio Networks.
CoRR
Rodney Martinez Alonso, David Plets, Margot Deruyck, Luc Martens, Glauco Guillen Nieto, Wout Joseph
2024 J jnl
TV White Space and LTE Network Optimization towards Energy Efficiency in Suburban and Rural Scenarios.
CoRR
Rodney Martinez Alonso, David Plets, Margot Deruyck, Luc Martens, Wout Joseph
2023 B conf
Energy Consumption in RES-Aware 5G Networks.
GLOBECOM
Adam Samorzewski, Margot Deruyck, Adrian Kliks
2023 J jnl
Evaluating 60 GHz FWA Deployments for Urban and Rural Environments in Belgium.
Sensors
Germán Castellanos, Brecht De Beelde, David Plets, Luc Martens, Wout Joseph, Margot Deruyck
2023 J jnl
RIS-Aided mmWave Network Planning Toward Connectivity Enhancement and Minimal Electromagnetic Field Exposure.
IEEE Access
Bo Yin, Wout Joseph, Margot Deruyck
2022 J jnl
Combined Antenna-Channel Modeling for the Harsh Horse Hoof Environment.
Sensors
Jasper Goethals, Denys Nikolayev, Arno Thielens, Günter Vermeeren, Leen Verloock, Margot Deruyck, Luc Martens, Wout Joseph
2022 — conf
Dog's Behaviour Classification Based on Wearable Sensor Accelerometer Data.
CIoT
Anniek Eerdekens, Arne Callaert, Margot Deruyck, Luc Martens, Wout Joseph
2022 J jnl
Editorial: Special Issue "Unmanned Aerial Vehicle (UAV)-Enabled Wireless Communications and Networking".
Sensors
Margot Deruyck
2022 J jnl
Evaluation of Beamsteering Performance in MultiuserMIMO Unmanned Aerial Base Stations Networks.
IEEE Access
Germán Castellanos, Achiel Colpaert, Margot Deruyck, Emmeric Tanghe, Evgenii Vinogradov, Luc Martens, Sofie Pollin, Wout Joseph
2022 J jnl
Experimental Assessment of New Generation Radio Networks Based on Layered Division Multiplexing.
IEEE Trans. Broadcast.
Rodney Martinez Alonso, David Plets, Margot Deruyck, Luc Martens, Glauco Guillen Nieto, Wout Joseph
2022 J jnl
Multi-objective optimisation of human exposure for various 5G network topologies in Switzerland.
Comput. Networks
Germán Castellanos, Simon De Gheselle, Luc Martens, Niels Kuster, Wout Joseph, Margot Deruyck, Sven Kühn
2021 J jnl
A framework for energy-efficient equine activity recognition with leg accelerometers.
Comput. Electron. Agric.
Anniek Eerdekens, Margot Deruyck, Jaron Fontaine, Luc Martens, Eli De Poorter, David Plets, Wout Joseph
2021 J jnl
Base Station switching and edge caching optimisation in high energy-efficiency wireless access network.
Comput. Networks
Greta Vallero, Margot Deruyck, Michela Meo, Wout Joseph
2021 J jnl
Evaluation of flying caching servers in UAV-BS based realistic environment.
Veh. Commun.
Germán Castellanos, Greta Vallero, Margot Deruyck, Luc Martens, Michela Meo, Wout Joseph
2021 — conf
Internet of Animals: Unsupervised Foaling Detection Based on Accelerometer Data.
WF-IoT
Timo De Waele, Jaron Fontaine, Anniek Eerdekens, Margot Deruyck, Jan Govaere, Wout Joseph, Adnan Shahid, Eli De Poorter
2021 J jnl
Multi-objective optimization of cognitive radio networks.
Comput. Networks
Rodney Martinez Alonso, David Plets, Margot Deruyck, Luc Martens, Glauco Guillen Nieto, Wout Joseph
2020 J jnl
Automatic equine activity detection by convolutional neural networks using accelerometer data.
Comput. Electron. Agric.
Anniek Eerdekens, Margot Deruyck, Jaron Fontaine, Luc Martens, Eli De Poorter, Wout Joseph
2020 — conf
Caching at the edge in high energy-efficient wireless access networks.
ICC
Greta Vallero, Margot Deruyck, Wout Joseph, Michela Meo
2020 J jnl
Combined Ray-Tracing/FDTD and Network Planner Methods for the Design of Massive MIMO Networks.
IEEE Access
Michel Matalatala Tamasala, Sergei Shikhantsov, Margot Deruyck, Emmeric Tanghe, David Plets, Sotirios K. Goudos, Luc Martens, Wout Joseph
2020 J jnl
Dynamic Interference Optimization in Cognitive Radio Networks for Rural and Suburban Areas.
Wirel. Commun. Mob. Comput.
Rodney Martinez Alonso, David Plets, Margot Deruyck, Luc Martens, Glauco Guillen Nieto, Wout Joseph
2020 — conf
Resampling and Data Augmentation For Equines' Behaviour Classification Based on Wearable Sensor Accelerometer Data Using a Convolutional Neural Network.
COINS
Anniek Eerdekens, Margot Deruyck, Jaron Fontaine, Luc Martens, Eli De Poorter, David Plets, Wout Joseph
2020 J jnl
System Assessment of WUSN Using NB-IoT UAV-Aided Networks in Potato Crops.
IEEE Access
Germán Castellanos, Margot Deruyck, Luc Martens, Wout Joseph
2019 J jnl
A Novel Design Approach for 5G Massive MIMO and NB-IoT Green Networks Using a Hybrid Jaya-Differential Evolution Algorithm.
IEEE Access
Sotirios K. Goudos, Margot Deruyck, David Plets, Luc Martens, Kostas E. Psannis, Panagiotis G. Sarigiannidis, Wout Joseph
2019 B conf
Multi-frequency Backhaul analysis for UABS in disaster situations.
WiMob
Germán Castellanos, Margot Deruyck, Luc Martens, Wout Joseph
2019 J jnl
Performance Evaluation of Direct-Link Backhaul for UAV-Aided Emergency Networks.
Sensors
Germán Castellanos, Margot Deruyck, Luc Martens, Wout Joseph
2019 J jnl
Tool for Recovering after Meteorological Events Using a Real-Time REM and IoT Management Platform.
Wirel. Commun. Mob. Comput.
Yosvany Hervis Santana, David Plets, Rodney Martinez Alonso, Glauco A. Guillen Nieto, Nasiel Garcia Fernandez, Margot Deruyck, Wout Joseph
2018 J jnl
Accounting for the Varying Supply of Solar Energy When Designing Wireless Access Networks.
IEEE Trans. Green Commun. Netw.
Margot Deruyck, Daniela Renga, Michela Meo, Luc Martens, Wout Joseph
2018 J jnl
Designing UAV-aided emergency networks for large-scale disaster scenarios.
EURASIP J. Wirel. Commun. Netw.
Margot Deruyck, Jorg Wyckmans, Wout Joseph, Luc Martens
2018 J jnl
Intelligent TDMA heuristic scheduling by taking into account physical layer interference for an industrial IoT environment.
Telecommun. Syst.
Margot Deruyck, Jeroen Hoebeke, Eli De Poorter, Emmeric Tanghe, Ingrid Moerman, Piet Demeester, Luc Martens, Wout Joseph
2018 J jnl
IoT-Based Management Platform for Real-Time Spectrum and Energy Optimization of Broadcasting Networks.
Wirel. Commun. Mob. Comput.
Rodney Martinez Alonso, David Plets, Ernesto Fontes Pupo, Margot Deruyck, Luc Martens, Glauco Guillen Nieto, Wout Joseph
2018 B conf
Joint optimization towards power consumption and electromagnetic exposure for Massive MIMO 5G networks.
PIMRC
Michel Matalatala Tamasala, Margot Deruyck, Emmeric Tanghe, Sotirios K. Goudos, Luc Martens, Wout Joseph
2018 — conf
Multi-cell Massive MIMO Network Optimization towards power consumption in Suburban Scenarios.
GIIS
Michel Matalatala Tamasala, Margot Deruyck, Emmeric Tanghe, Sotirios K. Goudos, Luc Martens, Wout Joseph
2018 J jnl
Optimal Low-Power Design of a Multicell Multiuser Massive MIMO System at 3.7 GHz for 5G Wireless Networks.
Wirel. Commun. Mob. Comput.
Michel Matalatala Tamasala, Margot Deruyck, Emmeric Tanghe, Luc Martens, Wout Joseph
2018 B conf
Simulations of beamforming performance and energy efficiency for 5G mm-wave cellular networks.
WCNC
Michel Matalatala Tamasala, Margot Deruyck, Emmeric Tanghe, Luc Martens, Wout Joseph
2018 J jnl
TV White Space and LTE Network Optimization Toward Energy Efficiency in Suburban and Rural Scenarios.
IEEE Trans. Broadcast.
Rodney Martinez Alonso, David Plets, Margot Deruyck, Luc Martens, Glauco Guillen Nieto, Wout Joseph
2017 — conf
Coverage, capacity and energy efficiency of TV white space technology.
BMSB
Rodney Martinez Alonso, David Plets, Margot Deruyck, Luc Martens, Wout Joseph, Glauco Guillen Nieto
2017 J jnl
Optimization of Power Consumption in 4G LTE Networks Using a Novel Barebones Self-adaptive Differential Evolution Algorithm.
Telecommun. Syst.
Sotirios K. Goudos, Margot Deruyck, David Plets, Luc Martens, Wout Joseph
2017 J jnl
Performance Evaluation of 5G Millimeter-Wave Cellular Access Networks Using a Capacity-Based Network Deployment Tool.
Mob. Inf. Syst.
Michel Matalatala Tamasala, Margot Deruyck, Emmeric Tanghe, Luc Martens, Wout Joseph
2017 B conf
Performance evaluation of the dynamic trajectory design for an unmanned aerial base station in a single frequency network.
PIMRC
Margot Deruyck, Alberto Marri, Silvia Mignardi, Luc Martens, Wout Joseph, Roberto Verdone
2016 — conf
Application of opposition-based learning concepts in reducing the power consumption in wireless access networks.
ICT
Sotirios K. Goudos, Margot Deruyck, David Plets, Luc Martens, Wout Joseph
2016 B conf
Emergency ad-hoc networks by using drone mounted base stations for a disaster scenario.
WiMob
Margot Deruyck, Jorg Wyckmans, Luc Martens, Wout Joseph
2016 J jnl
Optimizing LTE wireless access networks towards power consumption and electromagnetic exposure of human beings.
Comput. Networks
Margot Deruyck, Emmeric Tanghe, David Plets, Luc Martens, Wout Joseph
2016 — conf
Optimizing wireless access networks towards power consumption: Influence of the optimization algorithm.
HPCS
Margot Deruyck, David Plets, Luc Martens, Wout Joseph, Sotirios K. Goudos
2016 B conf
Reducing the impact of solar energy shortages on the wireless access network powered by a PV panel system and the power grid.
PIMRC
Margot Deruyck, Daniela Renga, Michela Meo, Luc Martens, Wout Joseph
2015 J jnl
Post-peak ICT: graceful degradation for communication networks in an energy constrained future.
IEEE Commun. Mag.
Sofie Lambert, Margot Deruyck, Ward Van Heddeghem, Bart Lannoo, Wout Joseph, Didier Colle, Mario Pickavet, Piet Demeester
2014 — conf
Designing green wireless access networks: Optimizing towards power consumption versus exposure of human beings.
ISWCS
Margot Deruyck, Wout Joseph, Emmeric Tanghe, David Plets, Luc Martens
2014 J jnl
Power consumption model for macrocell and microcell base stations.
Trans. Emerg. Telecommun. Technol.
Margot Deruyck, Wout Joseph, Luc Martens
2014 — conf
Whole-body and localized SAR and dose prediction tool for indoor wireless network deployments.
ISWCS
David Plets, Wout Joseph, Kris Vanhecke, Günter Vermeeren, Sam Aerts, Margot Deruyck, Luc Martens
2014 J jnl
WiMAX-based monitoring network for a utility company: a case study.
Trans. Emerg. Telecommun. Technol.
Margot Deruyck, Erik Vanhauwaert, Daan Pareit, Bart Lannoo, Wout Joseph, Ingrid Moerman, Luc Martens
2013 J jnl
Designing Energy-Efficient Wireless Access Networks: LTE and LTE-Advanced.
IEEE Internet Comput.
Margot Deruyck, Wout Joseph, Bart Lannoo, Didier Colle, Luc Martens
2013 J jnl
Energy efficiency of femtocell deployment in combined wireless/optical access networks.
Comput. Networks
Slavisa Aleksic, Margot Deruyck, Willem Vereecken, Wout Joseph, Mario Pickavet, Luc Martens
2012 J jnl
Characterisation and Optimisation of the Power consumption in Wireless Access Networks by Taking Daily Traffic Variations Into Account.
EURASIP J. Wirel. Commun. Netw.
Margot Deruyck, Emmeric Tanghe, Wout Joseph, Luc Martens
2012 J jnl
Evaluation of the potential for energy saving in macrocell and femtocell networks using a heuristic introducing sleep modes in base stations.
EURASIP J. Wirel. Commun. Netw.
Willem Vereecken, Margot Deruyck, Didier Colle, Wout Joseph, Mario Pickavet, Luc Martens, Piet Demeester
2012 — conf
Modelling the power consumption in femtocell networks.
WCNC Workshops
Margot Deruyck, Dieter De Vulder, Wout Joseph, Luc Martens
2012 — conf
The effect of variable wake up time on the utilization of sleep modes in femtocell mobile access networks.
WONS
Willem Vereecken, Ivaylo Haratcherev, Margot Deruyck, Wout Joseph, Mario Pickavet, Luc Martens, Piet Demeester
2011 J jnl
Detailed Modeling of MAC Throughput and Ranges for Mobile WiMAX.
IEEE Commun. Lett.
Daan Pareit, Margot Deruyck, Emmeric Tanghe, Wout Joseph, Ingrid Moerman, Luc Martens, Piet Demeester
2011 J jnl
Modelling and optimization of power consumption in wireless access networks.
Comput. Commun.
Margot Deruyck, Emmeric Tanghe, Wout Joseph, Luc Martens
2011 J jnl
Power consumption in telecommunication networks: overview and reduction strategies.
IEEE Commun. Mag.
Willem Vereecken, Ward Van Heddeghem, Margot Deruyck, Bart Puype, Bart Lannoo, Wout Joseph, Didier Colle, Luc Martens, Piet Demeester
2010 — conf
Comparison of power consumption of mobile WiMAX, HSPA and LTE access networks.
CTTE
Margot Deruyck, Willem Vereecken, Emmeric Tanghe, Wout Joseph, Mario Pickavet, Luc Martens, Piet Demeester
2010 B conf
Performance Analysis of WiMAX for Mobile Applications.
WCNC
Margot Deruyck, Emmeric Tanghe, Wout Joseph, Daan Pareit, Ingrid Moerman, Luc Martens