Research Explorer

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Researcher

Margot Deruyck

Publications & Research Data

Awards & Distinctions

92 Results

2026

Graph neural network-based energy-efficient optimization for RIS-assisted wireless networks

Bo YinJorn SchampheleerWout JosephMargot Deruyck

A1 Journal Article in IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

2025

Detecting equine gaits through rider-worn accelerometers

Jorn SchampheleerAnniek EerdekensWout JosephLuc MartensMargot Deruyck

A1 Journal Article in ANIMALS

Fast field strength prediction using modern machine learning in European cities from few RF-EMF measurements : a neural tangent kernel perspective

Mohammed MallikJorn SchampheleerLaurent ClavierMargot Deruyck

A1 Journal Article in IEEE ACCESS

Network-scale impact of vegetation loss on coverage and exposure for 5G networks

Jorn SchampheleerAnke HussMargot Deruyck

A1 Journal Article in IEEE ACCESS

Threshold-based 5G NR base station management for energy saving

Greta ValleroMichela MeoWout JosephMargot Deruyck

A1 Journal Article in COMPUTER NETWORKS

2024

Automatic early detection of induced colic in horses using accelerometer devices

Anniek EerdekensMarion PapasBert DamiaansLuc MartensJan GovaereWout JosephMargot Deruyck

A1 Journal Article in EQUINE VETERINARY JOURNAL

ChickSense : toward poultry welfare with machine learning-assisted visible light sensing

Morteza AlijaniWout JosephEli De PoorterMargot DeruyckDavid Plets

A1 Journal Article in IEEE SENSORS JOURNAL

Smart animal monitoring using wearables and ingestibles : automated solutions for training, health, and behavior analysis

Anniek EerdekensMargot DeruyckWout Joseph

2023

Conformal in-body bolus antenna for precision goat farming

Jasper GoethalsDenys NikolayevGünter VermeerenWout JosephMatthew PhilpottEli ClementMargot Deruyck

Evaluating 60 GHz FWA deployments for urban and rural environments in Belgium

German Dario Castellanos TacheBrecht De BeeldeDavid PletsLuc MartensWout JosephMargot Deruyck

A1 Journal Article in SENSORS

RIS-Aided mmWave network planning towards connectivity enhancement and minimal electromagnetic field exposure

Bo YinWout JosephMargot Deruyck

A1 Journal Article in IEEE ACCESS

Time-series-based feature selection and clustering for equine activity recognition using accelerometers

Timo De WaeleAdnan ShahidDaniel PeraltaAnniek EerdekensMargot DeruyckFrank TuyttensEli De Poorter

A1 Journal Article in IEEE SENSORS JOURNAL

Wireless network design for 5G networks and beyond

German Dario Castellanos TacheMargot DeruyckWout Joseph

2022

Combined antenna-channel modeling for the harsh horse hoof environment

Jasper GoethalsDenys NikolayevArno ThielensGünter VermeerenLeen VerloockMargot DeruyckLuc MartensWout Joseph

A1 Journal Article in SENSORS

Designing a hybrid renewable energy source system to feed the wireless access network

Margot DeruyckSilvia BovaGreta ValleroMichela MeoLuc MartensWout Joseph

A1 Journal Article in SUSTAINABLE ENERGY GRIDS & NETWORKS

Dog IoT : path loss and link budget analysis for canine Wireless Body Area Network

Jasper GoethalsAnne-Marie LeysGünter VermeerenMargot DeruyckLuc MartensWout Joseph

Dog's behaviour classification based on wearable sensor accelerometer data

Anniek EerdekensArne CallaertMargot DeruyckLuc MartensWout Joseph

Editorial: Special issue 'Unmanned aerial vehicle (UAV)-enabled wireless communications and networking'

Editorial material

Evaluation of beamsteering performance in multiuserMIMO unmanned aerial base stations networks

German Dario Castellanos TacheAchiel ColpaertMargot DeruyckEmmeric TangheEvgenii VinogradovLuc MartensSofie PollinWout Joseph

A1 Journal Article in IEEE ACCESS

Experimental assessment of new generation radio networks based on layered division multiplexing

Rodney Martinez AlonsoDavid PletsMargot DeruyckLuc MartensGlauco Guillen NietoWout Joseph

A1 Journal Article in IEEE TRANSACTIONS ON BROADCASTING

Multi-objective optimisation of human exposure for various 5G network topologies in Switzerland

German Dario Castellanos TacheSimon De GheselleLuc MartensNiels KusterWout JosephMargot DeruyckSven Kuehn

A1 Journal Article in COMPUTER NETWORKS

2021

5G and beyond networks

Silvia RuizHamed AhmadiGordana GardaševićYoram HaddadKonstantinos KatzisPaolo GraziosoValeria PetriniArie ReichmanM. Kemal OzdemirFernando Velez et al.

Bookchapter in Inclusive radio communications for 5G and beyond

A framework for energy-efficient equine activity recognition with leg accelerometers

Anniek EerdekensMargot DeruyckJaron FontaineLuc MartensEli De PoorterDavid PletsWout Joseph

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Base Station switching and edge caching optimisation in high energy-efficiency wireless access network

Greta ValleroMargot DeruyckMichela MeoWout Joseph

A1 Journal Article in COMPUTER NETWORKS

Design and verification of an on-body antenna in the harsh environment of a horse hoof

Jasper GoethalsDenys NikolayevArno ThielensGünter VermeerenLeen VerloockMargot DeruyckLuc MartensWout Joseph

Evaluation of flying caching servers in UAV-BS based realistic environment

German Dario Castellanos TacheGreta ValleroMargot DeruyckLuc MartensMichela MeoWout Joseph

A1 Journal Article in VEHICULAR COMMUNICATIONS

Horse jumping and dressage training activity detection using accelerometer data

Anniek EerdekensMargot DeruyckJaron FontaineBert DamiaansLuc MartensEli De PoorterJan GovaereDavid PletsWout Joseph

A1 Journal Article in ANIMALS

Internet of animals : unsupervised foaling detection based on accelerometer data

Timo De WaeleJaron FontaineAnniek EerdekensMargot DeruyckJan GovaereWout JosephAdnan ShahidEli De Poorter

Multi-objective optimization of cognitive radio networks

Rodney Martinez AlonsoDavid PletsMargot DeruyckLuc MartensGlauco Guillen NietoWout Joseph

A1 Journal Article in COMPUTER NETWORKS

Propagation-loss characterization for livestock implantables at (433, 868, 1400) MHz

Said BenaissaLeen VerloockDenys NikolayevMargot DeruyckGünter VermeerenLuc MartensJan GovaereFrank TuyttensBart SonckDavid Plets et al.

A1 Journal Article in IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

2020

Automatic equine activity detection by convolutional neural networks using accelerometer data

Anniek EerdekensMargot DeruyckJaron FontaineLuc MartensEli De PoorterWout Joseph

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Caching at the edge in high energy-efficient wireless access networks

Greta ValleroMargot DeruyckWout JosephMichela Meo

Combined antenna-channel characterization for wireless communication from horse hoof to base station

Jasper GoethalsGünter VermeerenDenys NikolayevMargot DeruyckLuc MartensWout Joseph

Combined ray-tracing/FDTD and network planner methods for the design of massive MIMO networks

Michel Matalatala TamasalaSergei ShikhantsovMargot DeruyckEmmeric TangheDavid PletsSotirios K. GoudosLuc MartensWout Joseph

A1 Journal Article in IEEE ACCESS

Dynamic interference optimization in cognitive radio networks for rural and suburban areas

Rodney Martinez AlonsoDavid PletsMargot DeruyckLuc MartensGlauco Guillen NietoWout Joseph

A1 Journal Article in WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Feasibility of wireless horse monitoring using a kinetic energy harvester model

Ben Van HerbruggenJaron FontaineAnniek EerdekensMargot DeruyckWout JosephEli De Poorter

A1 Journal Article in ELECTRONICS

Joint antenna-channel modelling for in-to-out-body propagation of dairy cows at 868 MHz

Said BenaissaLeen VerloockDenys NikolayevMargot DeruyckGünter VermeerenLuc MartensFrank TuyttensBart SonckDavid PletsWout Joseph

Resampling and data augmentation for equines' behaviour classification based on wearable sensor accelerometer data using a convolutional neural network

Anniek EerdekensMargot DeruyckJaron FontaineLuc MartensEli De PoorterDavid PletsWout Joseph

System assessment of WUSN using NB-IoT UAV-aided networks in potato crops

German Dario Castellanos TacheMargot DeruyckLuc MartensWout Joseph

A1 Journal Article in IEEE ACCESS

2019

A novel design approach for 5G massive MIMO and NB-IoT green networks using a hybrid Jaya-differential evolution algorithm

Sotirios K. GoudosMargot DeruyckDavid PletsLuc MartensKostas E. PsannisPanagiotis SarigiannidisWout Joseph

A1 Journal Article in IEEE ACCESS

Experimental characterisation of in-to-out-body path loss at 433 MHz in dairy cows

Said BenaissaDavid PletsDenys NikolayevMargot DeruyckLeen VerloockGünter VermeerenLuc MartensEli De PoorterFrank TuyttensBart Sonck et al.

A1 Journal Article in ELECTRONICS LETTERS

Multi-frequency backhaul analysis for UABS in disaster situations

German Dario Castellanos TacheMargot DeruyckLuc MartensWout Joseph

Multi-objective optimization of massive MIMO 5G wireless networks towards power consumption, uplink and downlink exposure

Michel Matalatala TamasalaMargot DeruyckSergei ShikhantsovEmmeric TangheDavid PletsSotirios GoudosKostas E. PsannisLuc MartensWout Joseph

A1 Journal Article in APPLIED SCIENCES-BASEL

Performance evaluation of direct-link Backhaul for UAV-Aided emergency networks

German Dario Castellanos TacheMargot DeruyckLuc MartensWout Joseph

A1 Journal Article in SENSORS

Tool for recovering after meteorological events using a real-time REM and IoT management platform

Yosvany Hervis SantanaDavid PletsRodney Martinez AlonsoGlauco A. Guillen NietoNasiel Garcia FernandezMargot DeruyckWout Joseph

A1 Journal Article in WIRELESS COMMUNICATIONS & MOBILE COMPUTING

2018

A novel design approach for NB-IoT networks using hybrid teaching-learning optimization

Sotirios GoudosMargot DeruyckDavid PletsLuc MartensWout Joseph

Accounting for energy cost when designing energy-efficient wireless access networks

Greta ValleroMargot DeruyckMichela MeoWout Joseph

A1 Journal Article in ENERGIES

Designing UAV-aided emergency networks for large-scale disaster scenarios

Margot DeruyckJorg WyckmansWout JosephLuc Martens

A1 Journal Article in EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING

Intelligent TDMA heuristic scheduling by taking into account physical layer interference for an industrial IoT environment

Margot DeruyckJeroen HoebekeEli De PoorterEmmeric TangheIngrid MoermanPiet DemeesterLuc MartensWout Joseph

A1 Journal Article in TELECOMMUNICATION SYSTEMS

IoT-based management platform for real-time spectrum and energy optimization of broadcasting networks

Rodney Martinez AlonsoDavid PletsErnesto Fontes PupoMargot DeruyckLuc MartensGlauco Guillen NietoWout Joseph

A1 Journal Article in WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Joint optimization towards power consumption and electromagnetic exposure for Massive MIMO 5G networks

Michel Matalatala TamasalaMargot DeruyckEmmeric TangheSotirios GoudosLuc MartensWout Joseph

Multi-cell massive MIMO network optimization towards power consumption in suburban scenarios

Michel Matalatala TamasalaMargot DeruyckEmmeric TangheSotirios GoudosLuc MartensWout Joseph

Optimal low-power design of a multicell multiuser massive MIMO system at 3.7 GHz for 5G wireless networks

Michel Matalatala TamasalaMargot DeruyckEmmeric TangheLuc MartensWout Joseph

A1 Journal Article in WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Simulations of beamforming performance and energy efficiency for 5G mm-wave cellular networks

Michel Matalatala TamasalaMargot DeruyckEmmeric TangheLuc MartensWout Joseph

TV white space and LTE network optimization toward energy efficiency in suburban and rural scenarios

Rodney Martinez AlonsoDavid PletsMargot DeruyckLuc MartensGlauco Guillen NietoWout Joseph

A1 Journal Article in IEEE TRANSACTIONS ON BROADCASTING

2017

Coverage, capacity and energy efficiency of TV white space technology

Rodney Martinez AlonsoDavid PletsMargot DeruyckLuc MartensWout JosephGlauco Guillen Nieto

Optimization of power consumption in 4G LTE networks using a novel barebones self-adaptive differential evolution algorithm

Sotirios K GoudosMargot DeruyckDavid PletsLuc MartensWout Joseph

A1 Journal Article in TELECOMMUNICATION SYSTEMS

Performance evaluation of 5G millimeter-wave cellular access networks using a capacity-based network deployment tool

Michel Matalatala TamasalaMargot DeruyckEmmeric TangheLuc MartensWout Joseph

A1 Journal Article in MOBILE INFORMATION SYSTEMS

Performance evaluation of the dynamic trajectory design for an unmanned aerial base station in a single frequency network

Margot DeruyckA. MarriS. MignardiLuc MartensWout JosephR. Verdone

Spreading the traffic load in emergency ad-hoc networks deployed by drone mounted base stations

Margot DeruyckJorg WyckmansDavid PletsLuc MartensWout Joseph

2016

Application of opposition-based learning concepts in reducing the power consumption in wireless access networks

Sotirios K GoudosMargot DeruyckDavid PletsLuc MartensWout Joseph

Emergency ad-hoc networks by using drone mounted base stations for a disaster scenario

Margot DeruyckJorg WyckmansLuc MartensWout Joseph

Green and efficient RAN architectures

Silvia RuizMario Garcia-LozanoDavid GonzalezMaria LemaJan PapajWout JosephMargot DeruyckNarcis CardonaConcepción GarciaFernando J Velez et al.

Bookchapter in Cooperative radio communications for green smart environments

Optimization of power consumption in wireless access networks using differential evolution with eigenvector based crossover operator

Sotirios K GoudosMargot DeruyckDavid PletsLuc MartensWout Joseph

Optimizing LTE wireless access networks towards power consumption and electromagnetic exposure of human beings

Margot DeruyckEmmeric TangheDavid PletsLuc MartensWout Joseph

A1 Journal Article in COMPUTER NETWORKS

Optimizing wireless access networks towards power consumption : influence of the optimization algorithm

Margot DeruyckDavid PletsLuc MartensWout JosephSotirios K Goudos

Reducing the impact of solar energy shortages on the wireless access network powered by a PV panel system and the power grid

Margot DeruyckDaniela RengaMichela MeoLuc MartensWout Joseph

2015

Design of green wireless access networks for outdoor environments: optimization towards power consumption and electromagnetic exposure for human beings

Margot DeruyckLuc MartensWout Joseph

Post-peak ICT: graceful degradation for communication networks in an energy constrained future

Sofie LambertMargot DeruyckWard Van HeddeghemBart LannooWout JosephDidier ColleMario PickavetPiet Demeester

A1 Journal Article in IEEE COMMUNICATIONS MAGAZINE

2014

Designing green wireless access networks: optimizing towards power consumption versus exposure of human beings

Margot DeruyckWout JosephEmmeric TangheDavid PletsLuc Martens

Power consumption model for macrocell and microcell base stations

Margot DeruyckWout JosephLuc Martens

A1 Journal Article in TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES

Reducing the power consumption in LTE-advanced wireless access networks by a capacity based deployment tool

Margot DeruyckWout JosephEmmeric TangheLuc Martens

A1 Journal Article in RADIO SCIENCE

Whole-body and localized SAR and dose prediction tool for indoor wireless network deployments

David PletsWout JosephKris VanheckeGünter VermeerenSam AertsMargot DeruyckLuc Martens

WiMAX-based monitoring network for a utility company: a case study

Margot DeruyckErik VanhauwaertDaan PareitBart LannooWout JosephIngrid MoermanLuc Martens

A1 Journal Article in TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES

2013

Designing energy-efficient wireless access networks: LTE and LTE-advanced

Margot DeruyckWout JosephBart LannooDidier ColleLuc Martens

A1 Journal Article in IEEE INTERNET COMPUTING

Energy efficiency of femtocell deployment in combined wireless/optical access networks

Slavisa AleksicMargot DeruyckWillem VereeckenWout JosephMario PickavetLuc Martens

A1 Journal Article in COMPUTER NETWORKS

Energy efficiency of optically backhauled LTE: a case study

Slavisa AleksicMargot DeruyckWout Joseph

2012

Characterization and optimization of the power consumption in wireless access networks by taking daily traffic variations into account

Margot DeruyckEmmeric TangheWout JosephLuc Martens

A1 Journal Article in EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING

Evaluation of the potential for energy saving in macrocell and femtocell networks using a heuristic introducing sleep modes in base stations

Willem VereeckenMargot DeruyckDidier ColleWout JosephMario PickavetLuc MartensPiet Demeester

A1 Journal Article in EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING

Modelling the power consumption in femtocell networks

Margot DeruyckDieter De VulderWout JosephLuc Martens

Reducing the power consumption in wireless access networks: overview and recommendations

Margot DeruyckWillem VereeckenWout JosephBart LannooMario PickavetLuc Martens

A1 Journal Article in PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER

The effect of variable wake up time on the utilization of sleep modes in femtocell mobile access networks

Willem VereeckenIvaylo HaratcherevMargot DeruyckWout JosephMario PickavetLuc MartensPiet Demeester

2011

Detailed modeling of MAC throughput and ranges for mobile WiMAX

Daan PareitMargot DeruyckEmmeric TangheWout JosephIngrid MoermanLuc MartensPiet Demeester

A1 Journal Article in IEEE COMMUNICATIONS LETTERS

Model for power consumption of wireless access networks

Margot DeruyckEmmeric TangheWout JosephWillem VereeckenMario PickavetLuc MartensBart Dhoedt

A1 Journal Article in IET SCIENCE MEASUREMENT & TECHNOLOGY

Modelling and optimization of power consumption in wireless access networks

Margot DeruyckEmmeric TangheWout JosephLuc Martens

A1 Journal Article in COMPUTER COMMUNICATIONS

Modelling the energy efficiency of microcell base stations

Margot DeruyckEmmeric TangheWout JosephLuc Martens

Power consumption in telecommunication networks: overview and reduction strategies

Willem VereeckenWard Van HeddeghemMargot DeruyckBart PuypeBart LannooWout JosephDidier ColleLuc MartensPiet Demeester

A1 Journal Article in IEEE COMMUNICATIONS MAGAZINE

2010

Characterization of green wireless access networks

Comparison of power consumption of mobile WiMAX, HSPA and LTE access networks

Margot DeruyckWillem VereeckenEmmeric TangheWout JosephMario PickavetLuc MartensPiet Demeester

Performance analysis of WiMAX for mobile applications

Margot DeruyckEmmeric TangheWout JosephDaan PareitIngrid MoermanLuc Martens

Power consumption in wireless access networks

Margot DeruyckWillem VereeckenEmmeric TangheWout JosephMario PickavetLuc MartensPiet Demeester

Towards a deployment tool for wireless access networks with minimal power consumption

Margot DeruyckEmmeric TangheWout JosephWillem VereeckenMario PickavetBart DhoedtLuc Martens