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Onderzoeker
Adnan Shahid
Profiel
Projecten
Publicaties
Activiteiten
Prijzen & Erkenningen
77
Resultaten
2025
Bluetooth low energy dataset using in-phase and quadrature samples for indoor localization
Samuel G. Leitch
Qasim Zeeshan Ahmed
Ben Van Herbruggen
Mathias Baert
Jaron Fontaine
Eli De Poorter
Adnan Shahid
Pavlos I. Lazaridis
A1
Artikel in een tijdschrift
in
IEEE SENSORS JOURNAL
2025
Error mitigation for TDoA UWB indoor localization using unsupervised machine learning
Bich Phuong Duong
Ben Van Herbruggen
Arne Bröring
Adnan Shahid
Eli De Poorter
A1
Artikel in een tijdschrift
in
IEEE SENSORS JOURNAL
2025
High-throughput adaptive co-channel interference cancellation for edge devices using depthwise separable convolutions, quantization, and pruning
Mostafa Naseri
Eli De Poorter
Ingrid Moerman
H. Vincent Poor
Adnan Shahid
A2
Artikel in een tijdschrift
in
IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY
2025
Towards data-driven communication signal processing in realistic conditions
Mostafa Naseri
Adnan Shahid
Eli De Poorter
Proefschrift
2025
2024
A U-net architecture for time-frequency interference signal separation of RF waveforms
Mostafa Naseri
Jaron Fontaine
Ingrid Moerman
Eli De Poorter
Adnan Shahid
P1
Conferentie
2024
Adapting UWB AoA estimation towards unseen environments using transfer learning and data augmentation
Mostafa Naseri
Adnan Shahid
Eli De Poorter
A1
Artikel in een tijdschrift
in
INTERNET OF THINGS
2024
Beyond convolutions : transformer networks for improved UWB CIR-based fingerprinting
Dieter Coppens
Adnan Shahid
Eli De Poorter
P1
Conferentie
2024
Blind co-channel interference cancellation using fast Fourier convolutions
Mostafa Naseri
Eli De Poorter
Ingrid Moerman
H. Vincent Poor
Adnan Shahid
P1
Conferentie
2024
Cardiac arrhythmia classification using advanced deep learning techniques on digitized ECG datasets
Shoaib Sattar
Rafia Mumtaz
Mamoon Qadir
Sadaf Mumtaz
Muhammad Ajmal Khan
Timo De Waele
Eli De Poorter
Ingrid Moerman
Adnan Shahid
A1
Artikel in een tijdschrift
in
SENSORS
2024
Deep reinforcement learning for automatic run-time adaptation of UWB PHY radio settings
Dieter Coppens
Adnan Shahid
Eli De Poorter
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING
2024
Enabling uncoordinated dynamic spectrum sharing between LTE and NR networks
Merkebu Girmay
Vasilis Maglogiannis
Dries Naudts
Timo De Waele
Eli De Poorter
Adnan Shahid
H. Vincent Poor
Ingrid Moerman
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
2024
Explainable AI (XAI) for wireless communications : UWB radar for zone-based obstacle detection
Mohammad Cheraghinia
Eli De Poorter
Adnan Shahid
P1
Conferentie
2024
Federated learning meets blockchain : a Kafka-ML integration for reliable model training using data streams
Antonio Jesús Chaves
Cristian Martín
Kwang Soon Kim
Adnan Shahid
Manuel Díaz
C1
Conferentie
2024
Goats on the move : evaluating machine learning models for goat activity analysis using accelerometer data
Arthur Hollevoet
Timo De Waele
Daniel Peralta
Frank Tuyttens
Eli De Poorter
Adnan Shahid
A1
Artikel in een tijdschrift
in
ANIMALS
2024
Improved deep learning based ECG classification through automated feature selection and weighted loss function
Timo De Waele
Daniel Peralta
Eli De Poorter
Adnan Shahid
P1
Conferentie
2024
IoT technology recognition using deep clustering
Hyeongyun Kim
Adnan Shahid
Jaron Fontaine
Eli De Poorter
Ingrid Moerman
Haewoon Nam
A1
Artikel in een tijdschrift
in
IEEE INTERNET OF THINGS JOURNAL
2024
Machine-learning-based predictive modeling analysis in ambient RF energy harvesting for IoT systems
Khatereh Nadali
Adnan Shahid
Sam Lemey
Patrick Van Torre
Max J. Ammann
A1
Artikel in een tijdschrift
in
IEEE SENSORS JOURNAL
2024
Optimizing RF energy harvesting in IoT : a machine learning estimation considering polarization effects
KHatereh Nadali
Adnan Shahid
Nicolas Claus
Sam Lemey
Patrick Van Torre
Max J. Ammann
P1
Conferentie
2024
Optimizing hybrid V2X communication : an intelligent technology selection algorithm using 5G, C-V2X PC5 and DSRC
Ihtisham Khalid
Vasilis Maglogiannis
Dries Naudts
Adnan Shahid
Ingrid Moerman
A2
Artikel in een tijdschrift
in
FUTURE INTERNET
2024
Over-the-air aggregation-based federated learning for technology recognition in multi-RAT networks
Merkebu Girmay
Mohamed Seif Eddin
Vasilis Maglogiannis
Dries Naudts
Adnan Shahid
H. Vincent Poor
Ingrid Moerman
P1
Conferentie
2024
Radio resource management for intelligent neutral host (INH) in multi-operator environments
Hojjat Navidan
Mostafa Naseri
Ingrid Moerman
Adnan Shahid
A2
Artikel in een tijdschrift
in
IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY
2024
Removing the need for ground truth UWB data collection : self-supervised ranging error correction using deep reinforcement learning
Dieter Coppens
Ben Van Herbruggen
Adnan Shahid
Eli De Poorter
A2
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MACHINE LEARNING IN COMMUNICATIONS AND NETWORKING
2024
Strategy analysis of badminton players using deep learning from IMU and UWB wearables
Ben Van Herbruggen
Jaron Fontaine
Jonas Simoen
Lennert De Mey
Daniel Peralta
Adnan Shahid
Eli De Poorter
A1
Artikel in een tijdschrift
in
INTERNET OF THINGS
2024
Towards a wireless physical-layer foundation model : challenges and strategies
Jaron Fontaine
Adnan Shahid
Eli De Poorter
P1
Conferentie
2024
Transfer learning for UWB error correction and (N)LOS classification in multiple environments
Jaron Fontaine
Fuhu Che
Adnan Shahid
Ben Van Herbruggen
Qasim Zeeshan Ahmed
Waqas Bin Abbas
Eli De Poorter
A1
Artikel in een tijdschrift
in
IEEE INTERNET OF THINGS JOURNAL
2024
Vehicular intelligence at the edge : a decentralized federated learning approach for technology recognition
Hojjat Navidan
Merkebu Girmay
Seif Mohamed
H. Vincent Poor
Ingrid Moerman
Adnan Shahid
C1
Conferentie
2024
2023
5GECO : a cross-domain intelligent neutral host architecture for 5G and beyond
Joao Francisco Nunes Pinheiro
Chia-Yu Chang
Tom Collins
Eric Smekens
Revaz Berozashvili
Adnan Shahid
Danny De Vleeschauwer
Paola Soto
Ingrid Moerman
Johann Marquez-Barja
et al.
C1
Conferentie
2023
An adaptive MBSFN resource allocation algorithm for multicast and unicast traffic
Ihtisham Khalid
Merkebu Girmay
Vasilis Maglogiannis
Dries Naudts
Adnan Shahid
Ingrid Moerman
P1
Conferentie
2023
Intelligent spectrum sharing between LTE and Wi-Fi networks using muted MBSFN subframes
Merkebu Girmay
Pablo Avila-Campos
Vasilis Maglogiannis
Dries Naudts
Adnan Shahid
Ingrid Moerman
P1
Conferentie
2023
Small data and artificial intelligence for efficient and intelligent wireless networks
Jaron Fontaine
Eli De Poorter
Adnan Shahid
Proefschrift
2023
Technology recognition and traffic characterization for wireless technologies in ITS band
Merkebu Girmay
Vasilis Maglogiannis
Dries Naudts
Muhammad Aslam
Adnan Shahid
Ingrid Moerman
A1
Artikel in een tijdschrift
in
VEHICULAR COMMUNICATIONS
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
Ultra wideband (UWB) localization using active CIR-based fingerprinting
Jaron Fontaine
Ben Van Herbruggen
Adnan Shahid
Sebastian Kram
Maximilian Stahlke
Eli De Poorter
A1
Artikel in een tijdschrift
in
IEEE COMMUNICATIONS LETTERS
2023
2022
An overview of UWB standards and organizations (IEEE 802.15.4, FiRa, Apple) : interoperability aspects and future research directions
Dieter Coppens
Adnan Shahid
Sam Lemey
Ben Van Herbruggen
Chris Marshall
Eli De Poorter
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2022
Automatic modulation classification using relation network with denoising autoencoder
Hyeongyun Kim
Adnan Shahid
Jaron Fontaine
Eli De Poorter
Ingrid Moerman
Haewoon Nam
C1
Conferentie
2022
Bluetooth-low-energy-based fall detection and warning system for elderly people in nursing homes
Nick De Raeve
Adnan Shahid
Matthias de Schepper
Eli De Poorter
Ingrid Moerman
Jo Verhaevert
Patrick Van Torre
Hendrik Rogier
A1
Artikel in een tijdschrift
in
JOURNAL OF SENSORS
2022
Embedded AI-based digi-healthcare
Zarlish Ashfaq
Rafia Mumtaz
Abdur Rafay
Syed Mohammad Hassan Zaidi
Hadia Saleem
Sadaf Mumtaz
Adnan Shahid
Eli De Poorter
Ingrid Moerman
A1
Artikel in een tijdschrift
in
APPLIED SCIENCES-BASEL
2022
Feature-based generalized Gaussian distribution method for NLoS detection in Ultra-Wideband (UWB) indoor positioning system
Fuhu Che
Qasim Zeeshan Ahmed
Jaron Fontaine
Ben Van Herbruggen
Adnan Shahid
Eli De Poorter
I Lazaridis, Pavlos
A1
Artikel in een tijdschrift
in
IEEE SENSORS JOURNAL
2022
Machine learning-based angle of arrival estimation for ultra-wide band radios
Mostafa Naseri
Adnan Shahid
Gert-Jan Gordebeke
Sam Lemey
Michiel Boes
Samuel Van de Velde
Eli De Poorter
A1
Artikel in een tijdschrift
in
IEEE COMMUNICATIONS LETTERS
2022
Multiclass heartbeat classification using ECG signals and convolutional neural networks
Muhammad Deedahwar Mazhar Qureshi
Daniel Peralta
Eli De Poorter
Rafia Mumtaz
Adnan Shahid
Ingrid Moerman
Timo De Waele
C1
Conferentie
2022
2021
Coexistence scheme for uncoordinated LTE and WiFi networks using experience replay based Q-learning
Merkebu Girmay
Vasilis Maglogiannis
Dries Naudts
Adnan Shahid
Ingrid Moerman
A1
Artikel in een tijdschrift
in
SENSORS
2021
Drone-mounted RFID-based rack localization for assets in warehouses using deep learning
Jaron Fontaine
Timo De Waele
Adnan Shahid
Emmeric Tanghe
Pieter Suanet
Wout Joseph
Jeroen Hoebeke
Eli De Poorter
P1
Conferentie
2021
Energy-efficient resource allocation for ultra-dense licensed and unlicensed dual-access small cell networks
Adnan Shahid
Vasilis Maglogiannis
Irfan Ahmed
Kwang Soon Kim
Eli De Poorter
Ingrid Moerman
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MOBILE COMPUTING
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
Machine learning enabled Wi-Fi saturation sensing for fair coexistence in unlicensed spectrum
Merkebu Girmay
Adnan Shahid
Vasilis Maglogiannis
Dries Naudts
Ingrid Moerman
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2021
The CODYSUN approach : a novel distributed paradigm for dynamic spectrum sharing in satellite communications
Irfan Jabandžić
Fadhil Firyaguna
Spilios Giannoulis
Adnan Shahid
Atri Mukhopadhyay
Marco Ruffini
Ingrid Moerman
A1
Artikel in een tijdschrift
in
SENSORS
2021
2020
Adaptive CNN-based private LTE solution for fair coexistence with Wi-Fi in unlicensed spectrum
Merkebu Girmay
Vasilis Maglogiannis
Dries Naudts
Jaron Fontaine
Adnan Shahid
Eli De Poorter
Ingrid Moerman
P1
Conferentie
2020
An AI-based incumbent protection system for collaborative intelligent radio networks
Miguel Camelo
Ruben Mennes
Adnan Shahid
Jakob Struye
Carlos Donato
Irfan Jabandžić
Spilios Giannoulis
Farouk Mahfoudhi
Prasanthi Maddala
Ivan Seskar
et al.
A1
Artikel in een tijdschrift
in
IEEE WIRELESS COMMUNICATIONS
2020
Augmented Wi-Fi : an AI-based Wi-Fi management framework for Wi-Fi/LTE coexistence
Paola Soto
Miguel Camelo
Jaron Fontaine
Merkebu Girmay
Adnan Shahid
Vasilis Maglogiannis
Eli De Poorter
Ingrid Moerman
Juan F. Botero
Steven Latré
P1
Conferentie
2020
Edge inference for UWB ranging error correction using autoencoders
Jaron Fontaine
Matteo Ridolfi
Ben Van Herbruggen
Adnan Shahid
Eli De Poorter
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2020
Intra-network interference robustness : an empirical evaluation of IEEE 802.15.4-2015 SUN-OFDM
Robbe Elsas
Jeroen Hoebeke
Dries Van Leemput
Adnan Shahid
Glenn Daneels
Jeroen Famaey
Eli De Poorter
A1
Artikel in een tijdschrift
in
ELECTRONICS
2020
Mandate-driven networking eco-system : a paradigm shift in end-to-end communications
Ingrid Moerman
D. Zeghlache
Adnan Shahid
J. F. Santos
L. A. DaSilva
K. David
J. Farserotu
A. de Ridder
Wei Liu
Jeroen Hoebeke
P1
Conferentie
2020
Multi-band sub-GHz technology recognition on NVIDIA’s Jetson Nano
Jaron Fontaine
Adnan Shahid
Robbe Elsas
Amina Seferagic
Ingrid Moerman
Eli De Poorter
P1
Conferentie
2020
Real-time edge analytics and concept drift computation for efficient deep learning from spectrum data
Z. Khan
J. Lehtomäki
Adnan Shahid
Ingrid Moerman
P1
Conferentie
2020
2019
A convolutional neural network approach for classification of LPWAN technologies : Sigfox, LoRA and IEEE 802.15.4g
Adnan Shahid
Jaron Fontaine
Miguel Camelo
Jetmir Haxhibeqiri
Martijn Saelens
Zaheer Khan
Ingrid Moerman
Eli De Poorter
P1
Conferentie
2019
A semi-supervised learning approach towards automatic wireless technology recognition
Miguel Camelo
Adnan Shahid
Jaron Fontaine
Felipe Augusto Pereira de Figueiredo
Eli De Poorter
Ingrid Moerman
Steven Latré
P1
Conferentie
2019
Demo abstract : identification of LPWAN technologies using convolutional neural networks
Adnan Shahid
Jaron Fontaine
Jetmir Haxhibeqiri
Martijn Saelens
Zaheer Khan
Ingrid Moerman
Eli De Poorter
P1
Conferentie
2019
Dynamic and collaborative spectrum sharing : the SCATTER approach
Spilios Giannoulis
Carlos Donato
Ruben Mennes
Felipe Augusto Pereira de Figueiredo
Irfan Jabandžić
Yorick De Bock
Miguel Camelo
Jakob Struye
Prasanthi Maddala
Michael Mehari
et al.
P1
Conferentie
2019
Enhancing the coexistence of LTE and Wi-Fi in unlicensed spectrum through convolutional neural networks
Vasilis Maglogiannis
Adnan Shahid
Dries Naudts
Eli De Poorter
Ingrid Moerman
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2019
Impact of EU duty cycle and transmission power limitations for sub-GHz LPWAN SRDs : an overview and future challenges
Martijn Saelens
Jeroen Hoebeke
Adnan Shahid
Eli De Poorter
A1
Artikel in een tijdschrift
in
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING
2019
Log-based intrusion detection for cloud web applications using machine learning
Jaron Fontaine
Chris Kappler
Adnan Shahid
Eli De Poorter
C1
Conferentie
2019
On provision of resilient connectivity in cognitive unmanned aerial vehicles
Najam Ul Hasan
Manaf Zghaibeh
Waleed Ejaz
Adnan Shahid
Alagan Anpalagan
P1
Conferentie
2019
Towards low-complexity wireless technology classification across multiple environments
Jaron Fontaine
Erika Fonseca
Adnan Shahid
Maicon Kist
Luiz A. DaSilva
Ingrid Moerman
Eli De Poorter
A1
Artikel in een tijdschrift
in
AD HOC NETWORKS
2019
2018
A Q-learning scheme for fair coexistence between LTE and Wi-Fi in unlicensed spectrum
Vasilis Maglogiannis
Dries Naudts
Adnan Shahid
Ingrid Moerman
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2018
A survey on hybrid beamforming techniques in 5G : architecture and system model perspectives
Irfan Ahmed
Hedi Khammari
Adnan Shahid
Ahmed Musa
Kwang Soon Kim
Eli De Poorter
Ingrid Moerman
A1
Artikel in een tijdschrift
in
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS
2018
An adaptive LTE listen-before-talk scheme towards a fair coexistence with Wi-Fi in unlicensed spectrum
Vasilis Maglogiannis
Dries Naudts
Adnan Shahid
Ingrid Moerman
A1
Artikel in een tijdschrift
in
TELECOMMUNICATION SYSTEMS
2018
Self-organized energy efficient channel assignment for cognitive D2D communication in 5G networks
Najam ul Hasan
Waleed Ejaz
Adnan Shahid
Imran Baig
Manaf Zghaibeh
P1
Conferentie
2018
Sub-gigahertz inter-technology interference : how harmful is it for LoRa?
Jetmir Haxhibeqiri
Adnan Shahid
Martijn Saelens
Jan Bauwens
Bart Jooris
Eli De Poorter
Jeroen Hoebeke
C1
Conferentie
2018
The Bluetooth Mesh Standard: An Overview and Experimental Evaluation
Mathias Baert
Jen Rossey
Adnan Shahid
Jeroen Hoebeke
A1
Artikel in een tijdschrift
in
SENSORS
2018
2017
An intuitive drag and drop framework for wireless network experimentation
Michael Mehari
Adnan Shahid
Ingrid Moerman
Eli De Poorter
C3
Conferentie
2017
Cooperation techniques between LTE in unlicensed spectrum and Wi-Fi towards fair spectral efficiency
Vasilis Maglogiannis
Dries Naudts
Adnan Shahid
Spilios Giannoulis
Eric Laermans
Ingrid Moerman
A1
Artikel in een tijdschrift
in
SENSORS
2017
Efficient energy management for the internet of things in smart cities
Waleed Ejaz
Muhammad Naeem
Adnan Shahid
Alagan Anpalagan
Minho Jo
A1
Artikel in een tijdschrift
in
IEEE COMMUNICATIONS MAGAZINE
2017
Energy harvesting non-orthogonal multiple access system with multi-antenna relay and base station
Mateen Ashraf
Adnan Shahid
Ju Wook Jang
Kyung-Geun Lee
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2017
Optimization of the overall success probability of the energy harvesting cognitive wireless sensor networks
Mateen Ashraf
Adnan Shahid
Ju Wook Jang
Kyung-Geun Lee
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2017
Resource allocation for transmit hybrid beamforming in decoupled millimeter wave multiuser-MIMO downlink
Irfan Ahmed
Hedi Khammari
Adnan Shahid
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2017
Self-organized energy-efficient cross-layer optimization for device to device communication in heterogeneous cellular networks
Adnan Shahid
Kwang Soon Kim
Eli De Poorter
Ingrid Moerman
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2017
Wireless technology recognition based on RSSI distribution at sub-nyquist sampling rate for constrained devices
Wei Liu
Merima Kulin
Tarik Kazaz
Adnan Shahid
Ingrid Moerman
Eli De Poorter
A1
Artikel in een tijdschrift
in
SENSORS
2017