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Onderzoeker
Margot Deruyck
Profiel
Projecten
Publicaties & datasets
Activiteiten
Prijzen & Erkenningen
Octrooien
92
Resultaten
2026
Graph neural network-based energy-efficient optimization for RIS-assisted wireless networks
Bo Yin
Jorn Schampheleer
Wout Joseph
Margot Deruyck
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
2026
2025
Detecting equine gaits through rider-worn accelerometers
Jorn Schampheleer
Anniek Eerdekens
Wout Joseph
Luc Martens
Margot Deruyck
A1
Artikel in een tijdschrift
in
ANIMALS
2025
Fast field strength prediction using modern machine learning in European cities from few RF-EMF measurements : a neural tangent kernel perspective
Mohammed Mallik
Jorn Schampheleer
Laurent Clavier
Margot Deruyck
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2025
Network-scale impact of vegetation loss on coverage and exposure for 5G networks
Jorn Schampheleer
Anke Huss
Margot Deruyck
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2025
Threshold-based 5G NR base station management for energy saving
Greta Vallero
Michela Meo
Wout Joseph
Margot Deruyck
A1
Artikel in een tijdschrift
in
COMPUTER NETWORKS
2025
2024
Automatic early detection of induced colic in horses using accelerometer devices
Anniek Eerdekens
Marion Papas
Bert Damiaans
Luc Martens
Jan Govaere
Wout Joseph
Margot Deruyck
A1
Artikel in een tijdschrift
in
EQUINE VETERINARY JOURNAL
2024
ChickSense : toward poultry welfare with machine learning-assisted visible light sensing
Morteza Alijani
Wout Joseph
Eli De Poorter
Margot Deruyck
David Plets
A1
Artikel in een tijdschrift
in
IEEE SENSORS JOURNAL
2024
Smart animal monitoring using wearables and ingestibles : automated solutions for training, health, and behavior analysis
Anniek Eerdekens
Margot Deruyck
Wout Joseph
Proefschrift
2024
2023
Conformal in-body bolus antenna for precision goat farming
Jasper Goethals
Denys Nikolayev
Günter Vermeeren
Wout Joseph
Matthew Philpott
Eli Clement
Margot Deruyck
P1
Conferentie
2023
Evaluating 60 GHz FWA deployments for urban and rural environments in Belgium
German Dario Castellanos Tache
Brecht De Beelde
David Plets
Luc Martens
Wout Joseph
Margot Deruyck
A1
Artikel in een tijdschrift
in
SENSORS
2023
RIS-Aided mmWave network planning towards connectivity enhancement and minimal electromagnetic field exposure
Bo Yin
Wout Joseph
Margot Deruyck
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2023
Time-series-based feature selection and clustering for equine activity recognition using accelerometers
Timo De Waele
Adnan Shahid
Daniel Peralta
Anniek Eerdekens
Margot Deruyck
Frank Tuyttens
Eli De Poorter
A1
Artikel in een tijdschrift
in
IEEE SENSORS JOURNAL
2023
Wireless network design for 5G networks and beyond
German Dario Castellanos Tache
Margot Deruyck
Wout Joseph
Proefschrift
2023
2022
Combined antenna-channel modeling for the harsh horse hoof environment
Jasper Goethals
Denys Nikolayev
Arno Thielens
Günter Vermeeren
Leen Verloock
Margot Deruyck
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
SENSORS
2022
Designing a hybrid renewable energy source system to feed the wireless access network
Margot Deruyck
Silvia Bova
Greta Vallero
Michela Meo
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
SUSTAINABLE ENERGY GRIDS & NETWORKS
2022
Dog IoT : path loss and link budget analysis for canine Wireless Body Area Network
Jasper Goethals
Anne-Marie Leys
Günter Vermeeren
Margot Deruyck
Luc Martens
Wout Joseph
P1
Conferentie
2022
Dog's behaviour classification based on wearable sensor accelerometer data
Anniek Eerdekens
Arne Callaert
Margot Deruyck
Luc Martens
Wout Joseph
P1
Conferentie
2022
Editorial: Special issue 'Unmanned aerial vehicle (UAV)-enabled wireless communications and networking'
Margot Deruyck
Redactioneel materiaal
2022
Evaluation of beamsteering performance in multiuserMIMO unmanned aerial base stations networks
German Dario Castellanos Tache
Achiel Colpaert
Margot Deruyck
Emmeric Tanghe
Evgenii Vinogradov
Luc Martens
Sofie Pollin
Wout Joseph
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2022
Experimental assessment of new generation radio networks based on layered division multiplexing
Rodney Martinez Alonso
David Plets
Margot Deruyck
Luc Martens
Glauco Guillen Nieto
Wout Joseph
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON BROADCASTING
2022
Multi-objective optimisation of human exposure for various 5G network topologies in Switzerland
German Dario Castellanos Tache
Simon De Gheselle
Luc Martens
Niels Kuster
Wout Joseph
Margot Deruyck
Sven Kuehn
A1
Artikel in een tijdschrift
in
COMPUTER NETWORKS
2022
2021
5G and beyond networks
Silvia Ruiz
Hamed Ahmadi
Gordana Gardašević
Yoram Haddad
Konstantinos Katzis
Paolo Grazioso
Valeria Petrini
Arie Reichman
M. Kemal Ozdemir
Fernando Velez
et al.
Hoofdstuk in een boek
in
Inclusive radio communications for 5G and beyond
2021
A framework for energy-efficient equine activity recognition with leg accelerometers
Anniek Eerdekens
Margot Deruyck
Jaron Fontaine
Luc Martens
Eli De Poorter
David Plets
Wout Joseph
A1
Artikel in een tijdschrift
in
COMPUTERS AND ELECTRONICS IN AGRICULTURE
2021
Base Station switching and edge caching optimisation in high energy-efficiency wireless access network
Greta Vallero
Margot Deruyck
Michela Meo
Wout Joseph
A1
Artikel in een tijdschrift
in
COMPUTER NETWORKS
2021
Design and verification of an on-body antenna in the harsh environment of a horse hoof
Jasper Goethals
Denys Nikolayev
Arno Thielens
Günter Vermeeren
Leen Verloock
Margot Deruyck
Luc Martens
Wout Joseph
P1
Conferentie
2021
Evaluation of flying caching servers in UAV-BS based realistic environment
German Dario Castellanos Tache
Greta Vallero
Margot Deruyck
Luc Martens
Michela Meo
Wout Joseph
A1
Artikel in een tijdschrift
in
VEHICULAR COMMUNICATIONS
2021
Horse jumping and dressage training activity detection using accelerometer data
Anniek Eerdekens
Margot Deruyck
Jaron Fontaine
Bert Damiaans
Luc Martens
Eli De Poorter
Jan Govaere
David Plets
Wout Joseph
A1
Artikel in een tijdschrift
in
ANIMALS
2021
Internet of animals : unsupervised foaling detection based on accelerometer data
Timo De Waele
Jaron Fontaine
Anniek Eerdekens
Margot Deruyck
Jan Govaere
Wout Joseph
Adnan Shahid
Eli De Poorter
C1
Conferentie
2021
Multi-objective optimization of cognitive radio networks
Rodney Martinez Alonso
David Plets
Margot Deruyck
Luc Martens
Glauco Guillen Nieto
Wout Joseph
A1
Artikel in een tijdschrift
in
COMPUTER NETWORKS
2021
Propagation-loss characterization for livestock implantables at (433, 868, 1400) MHz
Said Benaissa
Leen Verloock
Denys Nikolayev
Margot Deruyck
Günter Vermeeren
Luc Martens
Jan Govaere
Frank Tuyttens
Bart Sonck
David Plets
et al.
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION
2021
2020
Automatic equine activity detection by convolutional neural networks using accelerometer data
Anniek Eerdekens
Margot Deruyck
Jaron Fontaine
Luc Martens
Eli De Poorter
Wout Joseph
A1
Artikel in een tijdschrift
in
COMPUTERS AND ELECTRONICS IN AGRICULTURE
2020
Caching at the edge in high energy-efficient wireless access networks
Greta Vallero
Margot Deruyck
Wout Joseph
Michela Meo
P1
Conferentie
2020
Combined antenna-channel characterization for wireless communication from horse hoof to base station
Jasper Goethals
Günter Vermeeren
Denys Nikolayev
Margot Deruyck
Luc Martens
Wout Joseph
P1
Conferentie
2020
Combined ray-tracing/FDTD and network planner methods for the design of massive MIMO networks
Michel Matalatala Tamasala
Sergei Shikhantsov
Margot Deruyck
Emmeric Tanghe
David Plets
Sotirios K. Goudos
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2020
Dynamic interference optimization in cognitive radio networks for rural and suburban areas
Rodney Martinez Alonso
David Plets
Margot Deruyck
Luc Martens
Glauco Guillen Nieto
Wout Joseph
A1
Artikel in een tijdschrift
in
WIRELESS COMMUNICATIONS & MOBILE COMPUTING
2020
Feasibility of wireless horse monitoring using a kinetic energy harvester model
Ben Van Herbruggen
Jaron Fontaine
Anniek Eerdekens
Margot Deruyck
Wout Joseph
Eli De Poorter
A1
Artikel in een tijdschrift
in
ELECTRONICS
2020
Joint antenna-channel modelling for in-to-out-body propagation of dairy cows at 868 MHz
Said Benaissa
Leen Verloock
Denys Nikolayev
Margot Deruyck
Günter Vermeeren
Luc Martens
Frank Tuyttens
Bart Sonck
David Plets
Wout Joseph
P1
Conferentie
2020
Resampling and data augmentation for equines' behaviour classification based on wearable sensor accelerometer data using a convolutional neural network
Anniek Eerdekens
Margot Deruyck
Jaron Fontaine
Luc Martens
Eli De Poorter
David Plets
Wout Joseph
C1
Conferentie
2020
System assessment of WUSN using NB-IoT UAV-aided networks in potato crops
German Dario Castellanos Tache
Margot Deruyck
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2020
2019
A novel design approach for 5G massive MIMO and NB-IoT green networks using a hybrid Jaya-differential evolution algorithm
Sotirios K. Goudos
Margot Deruyck
David Plets
Luc Martens
Kostas E. Psannis
Panagiotis Sarigiannidis
Wout Joseph
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2019
Experimental characterisation of in-to-out-body path loss at 433 MHz in dairy cows
Said Benaissa
David Plets
Denys Nikolayev
Margot Deruyck
Leen Verloock
Günter Vermeeren
Luc Martens
Eli De Poorter
Frank Tuyttens
Bart Sonck
et al.
A1
Artikel in een tijdschrift
in
ELECTRONICS LETTERS
2019
Multi-frequency backhaul analysis for UABS in disaster situations
German Dario Castellanos Tache
Margot Deruyck
Luc Martens
Wout Joseph
P1
Conferentie
2019
Multi-objective optimization of massive MIMO 5G wireless networks towards power consumption, uplink and downlink exposure
Michel Matalatala Tamasala
Margot Deruyck
Sergei Shikhantsov
Emmeric Tanghe
David Plets
Sotirios Goudos
Kostas E. Psannis
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
APPLIED SCIENCES-BASEL
2019
Performance evaluation of direct-link Backhaul for UAV-Aided emergency networks
German Dario Castellanos Tache
Margot Deruyck
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
SENSORS
2019
Tool for recovering after meteorological events using a real-time REM and IoT management platform
Yosvany Hervis Santana
David Plets
Rodney Martinez Alonso
Glauco A. Guillen Nieto
Nasiel Garcia Fernandez
Margot Deruyck
Wout Joseph
A1
Artikel in een tijdschrift
in
WIRELESS COMMUNICATIONS & MOBILE COMPUTING
2019
2018
A novel design approach for NB-IoT networks using hybrid teaching-learning optimization
Sotirios Goudos
Margot Deruyck
David Plets
Luc Martens
Wout Joseph
C1
Conferentie
2018
Accounting for energy cost when designing energy-efficient wireless access networks
Greta Vallero
Margot Deruyck
Michela Meo
Wout Joseph
A1
Artikel in een tijdschrift
in
ENERGIES
2018
Designing UAV-aided emergency networks for large-scale disaster scenarios
Margot Deruyck
Jorg Wyckmans
Wout Joseph
Luc Martens
A1
Artikel in een tijdschrift
in
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING
2018
Intelligent TDMA heuristic scheduling by taking into account physical layer interference for an industrial IoT environment
Margot Deruyck
Jeroen Hoebeke
Eli De Poorter
Emmeric Tanghe
Ingrid Moerman
Piet Demeester
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
TELECOMMUNICATION SYSTEMS
2018
IoT-based management platform for real-time spectrum and energy optimization of broadcasting networks
Rodney Martinez Alonso
David Plets
Ernesto Fontes Pupo
Margot Deruyck
Luc Martens
Glauco Guillen Nieto
Wout Joseph
A1
Artikel in een tijdschrift
in
WIRELESS COMMUNICATIONS & MOBILE COMPUTING
2018
Joint optimization towards power consumption and electromagnetic exposure for Massive MIMO 5G networks
Michel Matalatala Tamasala
Margot Deruyck
Emmeric Tanghe
Sotirios Goudos
Luc Martens
Wout Joseph
P1
Conferentie
2018
Multi-cell massive MIMO network optimization towards power consumption in suburban scenarios
Michel Matalatala Tamasala
Margot Deruyck
Emmeric Tanghe
Sotirios Goudos
Luc Martens
Wout Joseph
P1
Conferentie
2018
Optimal low-power design of a multicell multiuser massive MIMO system at 3.7 GHz for 5G wireless networks
Michel Matalatala Tamasala
Margot Deruyck
Emmeric Tanghe
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
WIRELESS COMMUNICATIONS & MOBILE COMPUTING
2018
Simulations of beamforming performance and energy efficiency for 5G mm-wave cellular networks
Michel Matalatala Tamasala
Margot Deruyck
Emmeric Tanghe
Luc Martens
Wout Joseph
P1
Conferentie
2018
TV white space and LTE network optimization toward energy efficiency in suburban and rural scenarios
Rodney Martinez Alonso
David Plets
Margot Deruyck
Luc Martens
Glauco Guillen Nieto
Wout Joseph
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON BROADCASTING
2018
2017
Coverage, capacity and energy efficiency of TV white space technology
Rodney Martinez Alonso
David Plets
Margot Deruyck
Luc Martens
Wout Joseph
Glauco Guillen Nieto
P1
Conferentie
2017
Optimization of power consumption in 4G LTE networks using a novel barebones self-adaptive differential evolution algorithm
Sotirios K Goudos
Margot Deruyck
David Plets
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
TELECOMMUNICATION SYSTEMS
2017
Performance evaluation of 5G millimeter-wave cellular access networks using a capacity-based network deployment tool
Michel Matalatala Tamasala
Margot Deruyck
Emmeric Tanghe
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
MOBILE INFORMATION SYSTEMS
2017
Performance evaluation of the dynamic trajectory design for an unmanned aerial base station in a single frequency network
Margot Deruyck
A. Marri
S. Mignardi
Luc Martens
Wout Joseph
R. Verdone
P1
Conferentie
2017
Spreading the traffic load in emergency ad-hoc networks deployed by drone mounted base stations
Margot Deruyck
Jorg Wyckmans
David Plets
Luc Martens
Wout Joseph
C1
Conferentie
2017
2016
Application of opposition-based learning concepts in reducing the power consumption in wireless access networks
Sotirios K Goudos
Margot Deruyck
David Plets
Luc Martens
Wout Joseph
P1
Conferentie
2016
Emergency ad-hoc networks by using drone mounted base stations for a disaster scenario
Margot Deruyck
Jorg Wyckmans
Luc Martens
Wout Joseph
C1
Conferentie
2016
Green and efficient RAN architectures
Silvia Ruiz
Mario Garcia-Lozano
David Gonzalez
Maria Lema
Jan Papaj
Wout Joseph
Margot Deruyck
Narcis Cardona
Concepción Garcia
Fernando J Velez
et al.
Hoofdstuk in een boek
in
Cooperative radio communications for green smart environments
2016
Optimization of power consumption in wireless access networks using differential evolution with eigenvector based crossover operator
Sotirios K Goudos
Margot Deruyck
David Plets
Luc Martens
Wout Joseph
P1
Conferentie
2016
Optimizing LTE wireless access networks towards power consumption and electromagnetic exposure of human beings
Margot Deruyck
Emmeric Tanghe
David Plets
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
COMPUTER NETWORKS
2016
Optimizing wireless access networks towards power consumption : influence of the optimization algorithm
Margot Deruyck
David Plets
Luc Martens
Wout Joseph
Sotirios K Goudos
P1
Conferentie
2016
Reducing the impact of solar energy shortages on the wireless access network powered by a PV panel system and the power grid
Margot Deruyck
Daniela Renga
Michela Meo
Luc Martens
Wout Joseph
P1
Conferentie
2016
2015
Design of green wireless access networks for outdoor environments: optimization towards power consumption and electromagnetic exposure for human beings
Margot Deruyck
Luc Martens
Wout Joseph
Proefschrift
2015
Post-peak ICT: graceful degradation for communication networks in an energy constrained future
Sofie Lambert
Margot Deruyck
Ward Van Heddeghem
Bart Lannoo
Wout Joseph
Didier Colle
Mario Pickavet
Piet Demeester
A1
Artikel in een tijdschrift
in
IEEE COMMUNICATIONS MAGAZINE
2015
2014
Designing green wireless access networks: optimizing towards power consumption versus exposure of human beings
Margot Deruyck
Wout Joseph
Emmeric Tanghe
David Plets
Luc Martens
P1
Conferentie
2014
Power consumption model for macrocell and microcell base stations
Margot Deruyck
Wout Joseph
Luc Martens
A1
Artikel in een tijdschrift
in
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES
2014
Reducing the power consumption in LTE-advanced wireless access networks by a capacity based deployment tool
Margot Deruyck
Wout Joseph
Emmeric Tanghe
Luc Martens
A1
Artikel in een tijdschrift
in
RADIO SCIENCE
2014
Whole-body and localized SAR and dose prediction tool for indoor wireless network deployments
David Plets
Wout Joseph
Kris Vanhecke
Günter Vermeeren
Sam Aerts
Margot Deruyck
Luc Martens
P1
Conferentie
2014
WiMAX-based monitoring network for a utility company: a case study
Margot Deruyck
Erik Vanhauwaert
Daan Pareit
Bart Lannoo
Wout Joseph
Ingrid Moerman
Luc Martens
A1
Artikel in een tijdschrift
in
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES
2014
2013
Designing energy-efficient wireless access networks: LTE and LTE-advanced
Margot Deruyck
Wout Joseph
Bart Lannoo
Didier Colle
Luc Martens
A1
Artikel in een tijdschrift
in
IEEE INTERNET COMPUTING
2013
Energy efficiency of femtocell deployment in combined wireless/optical access networks
Slavisa Aleksic
Margot Deruyck
Willem Vereecken
Wout Joseph
Mario Pickavet
Luc Martens
A1
Artikel in een tijdschrift
in
COMPUTER NETWORKS
2013
Energy efficiency of optically backhauled LTE: a case study
Slavisa Aleksic
Margot Deruyck
Wout Joseph
C1
Conferentie
2013
2012
Characterization and optimization of the power consumption in wireless access networks by taking daily traffic variations into account
Margot Deruyck
Emmeric Tanghe
Wout Joseph
Luc Martens
A1
Artikel in een tijdschrift
in
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING
2012
Evaluation of the potential for energy saving in macrocell and femtocell networks using a heuristic introducing sleep modes in base stations
Willem Vereecken
Margot Deruyck
Didier Colle
Wout Joseph
Mario Pickavet
Luc Martens
Piet Demeester
A1
Artikel in een tijdschrift
in
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING
2012
Modelling the power consumption in femtocell networks
Margot Deruyck
Dieter De Vulder
Wout Joseph
Luc Martens
P1
Conferentie
2012
Reducing the power consumption in wireless access networks: overview and recommendations
Margot Deruyck
Willem Vereecken
Wout Joseph
Bart Lannoo
Mario Pickavet
Luc Martens
A1
Artikel in een tijdschrift
in
PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER
2012
The effect of variable wake up time on the utilization of sleep modes in femtocell mobile access networks
Willem Vereecken
Ivaylo Haratcherev
Margot Deruyck
Wout Joseph
Mario Pickavet
Luc Martens
Piet Demeester
C1
Conferentie
2012
2011
Detailed modeling of MAC throughput and ranges for mobile WiMAX
Daan Pareit
Margot Deruyck
Emmeric Tanghe
Wout Joseph
Ingrid Moerman
Luc Martens
Piet Demeester
A1
Artikel in een tijdschrift
in
IEEE COMMUNICATIONS LETTERS
2011
Model for power consumption of wireless access networks
Margot Deruyck
Emmeric Tanghe
Wout Joseph
Willem Vereecken
Mario Pickavet
Luc Martens
Bart Dhoedt
A1
Artikel in een tijdschrift
in
IET SCIENCE MEASUREMENT & TECHNOLOGY
2011
Modelling and optimization of power consumption in wireless access networks
Margot Deruyck
Emmeric Tanghe
Wout Joseph
Luc Martens
A1
Artikel in een tijdschrift
in
COMPUTER COMMUNICATIONS
2011
Modelling the energy efficiency of microcell base stations
Margot Deruyck
Emmeric Tanghe
Wout Joseph
Luc Martens
P1
Conferentie
2011
Power consumption in telecommunication networks: overview and reduction strategies
Willem Vereecken
Ward Van Heddeghem
Margot Deruyck
Bart Puype
Bart Lannoo
Wout Joseph
Didier Colle
Luc Martens
Piet Demeester
A1
Artikel in een tijdschrift
in
IEEE COMMUNICATIONS MAGAZINE
2011
2010
Characterization of green wireless access networks
Margot Deruyck
C3
Conferentie
2010
Comparison of power consumption of mobile WiMAX, HSPA and LTE access networks
Margot Deruyck
Willem Vereecken
Emmeric Tanghe
Wout Joseph
Mario Pickavet
Luc Martens
Piet Demeester
C1
Conferentie
2010
Performance analysis of WiMAX for mobile applications
Margot Deruyck
Emmeric Tanghe
Wout Joseph
Daan Pareit
Ingrid Moerman
Luc Martens
P1
Conferentie
2010
Power consumption in wireless access networks
Margot Deruyck
Willem Vereecken
Emmeric Tanghe
Wout Joseph
Mario Pickavet
Luc Martens
Piet Demeester
C1
Conferentie
2010
Towards a deployment tool for wireless access networks with minimal power consumption
Margot Deruyck
Emmeric Tanghe
Wout Joseph
Willem Vereecken
Mario Pickavet
Bart Dhoedt
Luc Martens
C1
Conferentie
2010