Thesis topics 2018-2019
- A global reconstruction algorithm for Magnetic Resonance Electrical Properties Tomography (MREPT)
- A visible light positioning network planner
- Adaptive localization in advanced MIMO-UWB wireless networks
- Aerial audio scene analysis using drones
- Analysis of accelerometer data for steps detection in dairy cows
- Analysis of localization data for lameness detection in dairy cows
- Assessing the physical capabilities of sportsman using wearables and machine learning
- Auditory cueing for improved verbal communication in Parkinson's disease
- Augmented reality for urban soundscape design
- Auto-encoding for location based context identification
- Automatic detection of abnormal behaviour of equines in the stable
- Automatic lameness detection in dairy cows based on a combination of localization and acceleration measurements
- Boosting the accuracy of recommender systems using active learning
- Brain physics: exploring the complexity of evoked brain responses
- Characterization of the radio-frequency exposure in the human eye induced by smartphones when wearing smart lenses
- Cognition: Check your beat of sound and vision
- Collaborative location tracking using BLE links between different users
- Comparison of an AOA fingerprinting to RSSI fingerprinting localization method
- Complex B1 mapping for MR electrical properties imaging using transceiver RF coils
- Computational Modeling of Speech Processing in Normal and Impaired Hearing
- Computational Modeling of Speech Processing in Normal and Impaired Hearing (Eng. Phys.)
- Computational model of closed-loop deep brain stimulation
- Computational modelling of temporal interference deep brain stimulation
- Computational models of optogenetic neurostimulation
- Deep learning for security applications: the sound of breaking glass
- Design and Characterization of Tissue-Equivalent Media
- Design and Implementation of a Self-Learning and Auto-Calibrated Location Tracking System
- Design and development of a news recommender system that takes into account sentiment
- Design and development of a recommender system for matching people
- Design of a compact noise silencer for kitchen hoods.
- Design of a framework for large-scale person location matching algorithms
- Design of a machine degradation prediction algorithm using unbalanced and unlabeled shop floor data
- Design of a near-field distance estimation method for wireless sensor networks
- Design of a new receiver system for mitigation of NLoS effects in AoA-based Visible Light Positioning
- Design of a real-time MIMO channel emulator
- Design of a robust production scheduling algorithm under manufacturing execution uncertainties
- Detecting harbour porpoise echolocation within the marine soundscape in the Belgian part of the North Sea
- Development of a Visible Light Positioning (VLP) algorithm for accurate location estimation
- Development of a low-power sound pressure level sensor for urban noise monitoring
- Development of a tool for 3D characterization of indoor WiFi and femtocell coverage
- Development of an underwater passive acoustic logger for harbour porpoise
- Drive lane detection using acceleration sensor data
- Drone spotter
- Effect van de visuele impact op de geluidshinderbeleving in een virtuele wooneenheid
- Efficient extraction of audio features for environmental sound recognition in urban sensor networks
- Enhancing a location tracking Android App with BLE features
- Evaluating the human exposure of a UAV- aided network
- Experimental 3D location estimation of a drone using Visible Light Positioning (VLP)
- Experimental characterization of Visible Light channel model
- Improving RSS-based Visible Light Positioning through tilt and ambient light compensation
- Improving learning algorithms for interpreting accelerometer data in free-ranging gulls (VLIZ)
- Improving outdoor LoRa localization via road mapping techniques and magnetometer
- Investigation of the presence detection and crowd counting capabilities by analysis of the Visible Light channel characteristics
- IoT and cows: lameness detection algorithms for animals
- Knock knock who's there? Bat activity detection along the Belgian coast
- Localisation of RFID tagged goods by Beamforming
- Localization of the camera pill in capsule endoscopy using angular estimation of electromagnetic waves
- Location estimation exploiting sensor data of mobile device and pattern recognition
- Machine learning for predicting sports statistics
- Machine listening for sounds that stand out in complex auditory scenes
- Manipulation of spatial audio in 360 degree video and virtual/augmented reality
- Minimization of electromagnetic field exposure from combined radio-frequency and millimeter-wave antenna in 5G mobile handset
- Modelling of neuronal stimulation by thermal transients
- Monitoring of Blood Parameters using mm-wave Band
- Multi-compartimental neuron models for electromagnetic exposure and safety
- Multiphysics smog detector
- Noise mapping of landscape integrated mitigation measures
- Outdoor LoRa network planning and location tracking for IoT
- Outdoor localization using cellphone signaling data
- PXI based Acoustic tube setup
- Pantanal birdsong recognition app
- Polarisation-based colour grids for Visible Light Positioning
- Portable Brainsignal Interface
- Quantifying Hidden Hearing Loss using EEG
- RSS-based Infrared Light Indoor Localisation
- Radio network planning for equestrian stables and events
- Recommendations for completing job profiles of VDAB using machine learning techniques
- Serious gaming and virtual reality for urban public space design
- Should neural nets have ears? Biophysically inspired approaches to noise robust automatic speech recognition (ASR)
- Simulation and Validation of RSS Ranging using Magnetic Induction
- Simulation of 3D drone location estimation performance using RSSI-based Visible Light Positioning (VLP)
- Smart Farming: Akoestische monitoring voor verhoogd dierenwelzijn
- Smart building soundscape
- Snoring activity detector
- Sonic leak detection
- Sound emission and propagation from wind turbines under changing meteorological conditions
- Source localization under uncertain propagation
- Step and gait detection for training purposes in the equestrian sports based on accelerometer data
- Surrogate modelling for fast assessment of radio-frequency absorption in human tissue
- UAV-aided wireless networks: multicopter versus winged drone
- Ultrasonic brain stimulation prototype
- Use of accelerometer data for the analysis of ruminating and feeding behaviors in dairy cattle
- Using BLE and smartphone sensor data to estimate social links
- Using mobile EEG techniques as a feedback channel for recommender systems
- Using renewable energy sources in green wireless access networks
- Using renewable energy sources to feed the UAV-aided network
- Using wearables for innovative human-computer interaction
- Visible Light-based drone guidance in tight spaces
- Wireless monitoring of health and performance parameters of race horses