Research Explorer

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Researcher

Adnan Shahid

Awards & Distinctions

71 Results

2024

A U-net architecture for time-frequency interference signal separation of RF waveforms

Mostafa NaseriJaron FontaineIngrid MoermanEli De PoorterAdnan Shahid

Adapting UWB AoA estimation towards unseen environments using transfer learning and data augmentation

Mostafa NaseriAdnan ShahidEli De Poorter

A1 Journal Article in INTERNET OF THINGS

Beyond convolutions: Transformer networks for improved UWB CIR-based fingerprinting

Dieter CoppensAdnan ShahidEli De Poorter

Cardiac arrhythmia classification using advanced deep learning techniques on digitized ECG datasets

Shoaib SattarRafia MumtazMamoon QadirSadaf MumtazMuhammad Ajmal KhanTimo De WaeleEli De PoorterIngrid MoermanAdnan Shahid

A1 Journal Article in SENSORS

Deep reinforcement learning for automatic run-time adaptation of UWB PHY radio settings

Dieter CoppensAdnan ShahidEli De Poorter

A1 Journal Article in IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING

Enabling uncoordinated dynamic spectrum sharing between LTE and NR networks

Merkebu GirmayVasilis MaglogiannisDries NaudtsTimo De WaeleEli De PoorterAdnan ShahidH. Vincent PoorIngrid Moerman

A1 Journal Article in IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Explainable AI (XAI) for wireless communications : UWB radar for zone-based obstacle detection

Mohammad CheraghiniaEli De PoorterAdnan Shahid

Goats on the move : evaluating machine learning models for goat activity analysis using accelerometer data

Arthur HollevoetTimo De WaeleDaniel PeraltaFrank TuyttensEli De PoorterAdnan Shahid

A1 Journal Article in ANIMALS

Improved deep learning based ECG classification through automated feature selection and weighted loss function

Timo De WaeleDaniel PeraltaEli De PoorterAdnan Shahid

IoT technology recognition using deep clustering

Hyeongyun KimAdnan ShahidJaron FontaineEli De PoorterIngrid MoermanHaewoon Nam

A1 Journal Article in IEEE INTERNET OF THINGS JOURNAL

Machine-learning-based predictive modeling analysis in ambient RF energy harvesting for IoT systems

Khatereh NadaliAdnan ShahidSam LemeyPatrick Van TorreMax J. Ammann

A1 Journal Article in IEEE SENSORS JOURNAL

Optimizing RF energy harvesting in IoT : a machine learning estimation considering polarization effects

KHatereh NadaliAdnan ShahidNicolas ClausSam LemeyPatrick Van TorreMax J. Ammann

Optimizing hybrid V2X communication : an intelligent technology selection algorithm using 5G, C-V2X PC5 and DSRC

Ihtisham KhalidVasilis MaglogiannisDries NaudtsAdnan ShahidIngrid Moerman

A2 Journal Article in FUTURE INTERNET

Over-the-air Aggregation-based Federated Learning for Technology Recognition in Multi-RAT Networks

Merkebu GirmayMohamed Seif EddinVasilis MaglogiannisDries NaudtsAdnan ShahidH. Vincent PoorIngrid Moerman

Radio resource management for intelligent neutral host (INH) in multi-operator environments

Hojjat NavidanMostafa NaseriIngrid MoermanAdnan Shahid

A2 Journal Article in IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY

Removing the Need for Ground Truth UWB Data Collection: Self-Supervised Ranging Error Correction Using Deep Reinforcement Learning

Dieter CoppensBen Van HerbruggenAdnan ShahidEli De Poorter

U Journal Article in IEEE Transactions on Machine Learning in Communications and Networking

Strategy analysis of badminton players using deep learning from IMU and UWB wearables

Ben Van HerbruggenJaron FontaineJonas SimoenLennert De MeyDaniel PeraltaAdnan ShahidEli De Poorter

A1 Journal Article in INTERNET OF THINGS

Towards a wireless physical-layer foundation model : challenges and strategies

Jaron FontaineAdnan ShahidEli De Poorter

Transfer learning for UWB error correction and (N)LOS classification in multiple environments

Jaron FontaineFuhu CheAdnan ShahidBen Van HerbruggenQasim Zeeshan AhmedWaqas Bin AbbasEli De Poorter

A1 Journal Article in IEEE INTERNET OF THINGS JOURNAL

Vehicular intelligence at the edge : a decentralized federated learning approach for technology recognition

Hojjat NavidanMerkebu GirmaySeif MohamedH. Vincent PoorIngrid MoermanAdnan Shahid

2023

5GECO : a cross-domain intelligent neutral host architecture for 5G and beyond

Joao Francisco Nunes PinheiroChia-Yu ChangTom CollinsEric SmekensRevaz BerozashviliAdnan ShahidDanny De VleeschauwerPaola SotoIngrid MoermanJohann Marquez-Barja et al.

An adaptive MBSFN resource allocation algorithm for multicast and unicast traffic

Ihtisham KhalidMerkebu GirmayVasilis MaglogiannisDries NaudtsAdnan ShahidIngrid Moerman

Intelligent spectrum sharing between LTE and Wi-Fi networks using muted MBSFN subframes

Merkebu GirmayPablo Avila-CamposVasilis MaglogiannisDries NaudtsAdnan ShahidIngrid Moerman

Small data and artificial intelligence for efficient and intelligent wireless networks

Jaron FontaineEli De PoorterAdnan Shahid

Technology recognition and traffic characterization for wireless technologies in ITS band

Merkebu GirmayVasilis MaglogiannisDries NaudtsMuhammad AslamAdnan ShahidIngrid Moerman

A1 Journal Article in VEHICULAR COMMUNICATIONS

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

Ultra wideband (UWB) localization using active CIR-based fingerprinting

Jaron FontaineBen Van HerbruggenAdnan ShahidSebastian KramMaximilian StahlkeEli De Poorter

A1 Journal Article in IEEE COMMUNICATIONS LETTERS

2022

An overview of UWB standards and organizations (IEEE 802.15.4, FiRa, Apple) : interoperability aspects and future research directions

Dieter CoppensAdnan ShahidSam LemeyBen Van HerbruggenChris MarshallEli De Poorter

A1 Journal Article in IEEE ACCESS

Automatic modulation classification using relation network with denoising autoencoder

Hyeongyun KimAdnan ShahidJaron FontaineEli De PoorterIngrid MoermanHaewoon Nam

Bluetooth-low-energy-based fall detection and warning system for elderly people in nursing homes

Nick De RaeveAdnan ShahidMatthias de SchepperEli De PoorterIngrid MoermanJo VerhaevertPatrick Van TorreHendrik Rogier

A1 Journal Article in JOURNAL OF SENSORS

Embedded AI-based digi-healthcare

Zarlish AshfaqRafia MumtazAbdur RafaySyed Mohammad Hassan ZaidiHadia SaleemSadaf MumtazAdnan ShahidEli De PoorterIngrid Moerman

A1 Journal Article in APPLIED SCIENCES-BASEL

Feature-based generalized Gaussian distribution method for NLoS detection in Ultra-Wideband (UWB) indoor positioning system

Fuhu CheQasim Zeeshan AhmedJaron FontaineBen Van HerbruggenAdnan ShahidEli De PoorterI Lazaridis, Pavlos

A1 Journal Article in IEEE SENSORS JOURNAL

Machine learning-based angle of arrival estimation for ultra-wide band radios

Mostafa NaseriAdnan ShahidGert-Jan GordebekeSam LemeyMichiel BoesSamuel Van de VeldeEli De Poorter

A1 Journal Article in IEEE COMMUNICATIONS LETTERS

Multiclass heartbeat classification using ECG signals and convolutional neural networks

Muhammad Deedahwar Mazhar QureshiDaniel PeraltaEli De PoorterRafia MumtazAdnan ShahidIngrid MoermanTimo De Waele

2021

Coexistence scheme for uncoordinated LTE and WiFi networks using experience replay based Q-learning

Merkebu GirmayVasilis MaglogiannisDries NaudtsAdnan ShahidIngrid Moerman

A1 Journal Article in SENSORS

Drone-mounted RFID-based rack localization for assets in warehouses using deep learning

Jaron FontaineTimo De WaeleAdnan ShahidEmmeric TanghePieter SuanetWout JosephJeroen HoebekeEli De Poorter

Energy-efficient resource allocation for ultra-dense licensed and unlicensed dual-access small cell networks

Adnan ShahidVasilis MaglogiannisIrfan AhmedKwang Soon KimEli De PoorterIngrid Moerman

A1 Journal Article in IEEE TRANSACTIONS ON MOBILE COMPUTING

Internet of animals : unsupervised foaling detection based on accelerometer data

Timo De WaeleJaron FontaineAnniek EerdekensMargot DeruyckJan GovaereWout JosephAdnan ShahidEli De Poorter

Machine learning enabled Wi-Fi saturation sensing for fair coexistence in unlicensed spectrum

Merkebu GirmayAdnan ShahidVasilis MaglogiannisDries NaudtsIngrid Moerman

A1 Journal Article in IEEE ACCESS

The CODYSUN approach : a novel distributed paradigm for dynamic spectrum sharing in satellite communications

Irfan JabandžićFadhil FiryagunaSpilios GiannoulisAdnan ShahidAtri MukhopadhyayMarco RuffiniIngrid Moerman

A1 Journal Article in SENSORS

2020

Adaptive CNN-based private LTE solution for fair coexistence with Wi-Fi in unlicensed spectrum

Merkebu GirmayVasilis MaglogiannisDries NaudtsJaron FontaineAdnan ShahidEli De PoorterIngrid Moerman

An AI-based incumbent protection system for collaborative intelligent radio networks

Miguel CameloRuben MennesAdnan ShahidJakob StruyeCarlos DonatoIrfan JabandžićSpilios GiannoulisFarouk MahfoudhiPrasanthi MaddalaIvan Seskar et al.

A1 Journal Article in IEEE WIRELESS COMMUNICATIONS

Augmented Wi-Fi : an AI-based Wi-Fi management framework for Wi-Fi/LTE coexistence

Paola SotoMiguel CameloJaron FontaineMerkebu GirmayAdnan ShahidVasilis MaglogiannisEli De PoorterIngrid MoermanJuan F. BoteroSteven Latré

Edge inference for UWB ranging error correction using autoencoders

Jaron FontaineMatteo RidolfiBen Van HerbruggenAdnan ShahidEli De Poorter

A1 Journal Article in IEEE ACCESS

Intra-network interference robustness : an empirical evaluation of IEEE 802.15.4-2015 SUN-OFDM

Robbe ElsasJeroen HoebekeDries Van LeemputAdnan ShahidGlenn DaneelsJeroen FamaeyEli De Poorter

A1 Journal Article in ELECTRONICS

Mandate-driven networking eco-system : a paradigm shift in end-to-end communications

Ingrid MoermanD. ZeghlacheAdnan ShahidJ. F. SantosL. A. DaSilvaK. DavidJ. FarserotuA. de RidderWei LiuJeroen Hoebeke

Multi-band sub-GHz technology recognition on NVIDIA’s Jetson Nano

Jaron FontaineAdnan ShahidRobbe ElsasAmina SeferagicIngrid MoermanEli De Poorter

Real-time edge analytics and concept drift computation for efficient deep learning from spectrum data

Z. KhanJ. LehtomäkiAdnan ShahidIngrid Moerman

2019

A convolutional neural network approach for classification of LPWAN technologies : Sigfox, LoRA and IEEE 802.15.4g

Adnan ShahidJaron FontaineMiguel CameloJetmir HaxhibeqiriMartijn SaelensZaheer KhanIngrid MoermanEli De Poorter

A semi-supervised learning approach towards automatic wireless technology recognition

Miguel CameloAdnan ShahidJaron FontaineFelipe Augusto Pereira de FigueiredoEli De PoorterIngrid MoermanSteven Latré

Demo abstract : identification of LPWAN technologies using convolutional neural networks

Adnan ShahidJaron FontaineJetmir HaxhibeqiriMartijn SaelensZaheer KhanIngrid MoermanEli De Poorter

Dynamic and collaborative spectrum sharing : the SCATTER approach

Spilios GiannoulisCarlos DonatoRuben MennesFelipe Augusto Pereira de FigueiredoIrfan JabandžićYorick De BockMiguel CameloJakob StruyePrasanthi MaddalaMichael Mehari et al.

Enhancing the coexistence of LTE and Wi-Fi in unlicensed spectrum through convolutional neural networks

Vasilis MaglogiannisAdnan ShahidDries NaudtsEli De PoorterIngrid Moerman

A1 Journal Article in IEEE ACCESS

Impact of EU duty cycle and transmission power limitations for sub-GHz LPWAN SRDs : an overview and future challenges

Martijn SaelensJeroen HoebekeAdnan ShahidEli De Poorter

A1 Journal Article in EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING

Log-based intrusion detection for cloud web applications using machine learning

Jaron FontaineChris KapplerAdnan ShahidEli De Poorter

On provision of resilient connectivity in cognitive unmanned aerial vehicles

Najam Ul HasanManaf ZghaibehWaleed EjazAdnan ShahidAlagan Anpalagan

Towards low-complexity wireless technology classification across multiple environments

Jaron FontaineErika FonsecaAdnan ShahidMaicon KistLuiz A. DaSilvaIngrid MoermanEli De Poorter

A1 Journal Article in AD HOC NETWORKS

2018

A Q-learning scheme for fair coexistence between LTE and Wi-Fi in unlicensed spectrum

Vasilis MaglogiannisDries NaudtsAdnan ShahidIngrid Moerman

A1 Journal Article in IEEE ACCESS

A survey on hybrid beamforming techniques in 5G : architecture and system model perspectives

Irfan AhmedHedi KhammariAdnan ShahidAhmed MusaKwang Soon KimEli De PoorterIngrid Moerman

A1 Journal Article in IEEE COMMUNICATIONS SURVEYS AND TUTORIALS

An adaptive LTE listen-before-talk scheme towards a fair coexistence with Wi-Fi in unlicensed spectrum

Vasilis MaglogiannisDries NaudtsAdnan ShahidIngrid Moerman

A1 Journal Article in TELECOMMUNICATION SYSTEMS

Self-organized energy efficient channel assignment for cognitive D2D communication in 5G networks

Najam ul HasanWaleed EjazAdnan ShahidImran BaigManaf Zghaibeh

Sub-gigahertz inter-technology interference : how harmful is it for LoRa?

Jetmir HaxhibeqiriAdnan ShahidMartijn SaelensJan BauwensBart JoorisEli De PoorterJeroen Hoebeke

The Bluetooth Mesh Standard: An Overview and Experimental Evaluation

Mathias BaertJen RosseyAdnan ShahidJeroen Hoebeke

A1 Journal Article in SENSORS

2017

An intuitive drag and drop framework for wireless network experimentation

Michael MehariAdnan ShahidIngrid MoermanEli De Poorter

Cooperation techniques between LTE in unlicensed spectrum and Wi-Fi towards fair spectral efficiency

Vasilis MaglogiannisDries NaudtsAdnan ShahidSpilios GiannoulisEric LaermansIngrid Moerman

A1 Journal Article in SENSORS

Efficient energy management for the internet of things in smart cities

Waleed EjazMuhammad NaeemAdnan ShahidAlagan AnpalaganMinho Jo

A1 Journal Article in IEEE COMMUNICATIONS MAGAZINE

Energy harvesting non-orthogonal multiple access system with multi-antenna relay and base station

Mateen AshrafAdnan ShahidJu Wook JangKyung-Geun Lee

A1 Journal Article in IEEE ACCESS

Optimization of the overall success probability of the energy harvesting cognitive wireless sensor networks

Mateen AshrafAdnan ShahidJu Wook JangKyung-Geun Lee

A1 Journal Article in IEEE ACCESS

Resource allocation for transmit hybrid beamforming in decoupled millimeter wave multiuser-MIMO downlink

Irfan AhmedHedi KhammariAdnan Shahid

A1 Journal Article in IEEE ACCESS

Self-organized energy-efficient cross-layer optimization for device to device communication in heterogeneous cellular networks

Adnan ShahidKwang Soon KimEli De PoorterIngrid Moerman

A1 Journal Article in IEEE ACCESS

Wireless technology recognition based on RSSI distribution at sub-nyquist sampling rate for constrained devices

Wei LiuMerima KulinTarik KazazAdnan ShahidIngrid MoermanEli De Poorter

A1 Journal Article in SENSORS