Active/Available

2024	-	Sensor anomaly detection, isolation, and identification for digital twins using model-based approach	with SINTEF Energy
2024	-	Sensor anomaly detection, isolation, and identification for digital twins using machine-learning approach	with SINTEF Energy
2024	-	Bandwidth constrained data transmission and situational awareness for remote and autonomous operation of USVs	with Maritime Robotics
2024	-	Hybrid machine learning in process engineering	with Aize
2024	-	Anti-jamming communication based on deep reinforcement learning	with Kongsberg Defence & Aerospace
2024	-	Deep reinforcement learning for opportunistic spectrum access	with Kongsberg Defence & Aerospace
2024	-	Moka digital twin: a small-scale study for process engineering applications	with NTNU-MTP
2024	-	Fire detection and characterization on offshore platforms via sensor networks

Completed

2023	K. Koren	Machine Learning for Automatic Classification of Telepresence Calls	with CISCO Systems
2023	O.S. Storøy	3D Reconstruction for Digital Twins in Oil & Gas	with ConocoPhillips
2023	S. Aakerolt	Detection and Classification of Anomalies in Satellite Communication	with Kongsberg Satellite Services
2023	C.D. Nguyen	Crowdedness estimation using machine learning on 2D Ultra-Wideband (UWB) radar data	with Novelda
2023	F.J. Lutz	Multivariate anomaly detection and identification in power grids using smart meter data	with Volue
2022	M. Notø Hansen	Activity Recognition to support blood pressure measurements - A proposed semi-supervised system	with SINTEF Digital
2022	M. Søvik Gunnarsson	Sensor anomaly detection and identification using machine learning for digital twins	with SINTEF Energy
2022	H.J. Vahlin	Data analytics for improving borehole instruments	with Devico
2022	C.F. Haakonsen	Parallel transmit RF-pulses in ultra high field MRI	with NTNU-Physics
2022	S. Midjås	Implementation of MUltiple SIgnal Classification (MUSIC) algorithm in hardware	with Nordic Semiconductor
2021	A. Bjørkelund	Matching fish positioning from sonar- and image-data	with Kongsberg Maritime
2021	V. Bugge	Adjusting channel coding protection using reinforcement learning	with CISCO Systems
2020	S.N. Bairampalli	Moka digital twin: a small-scale study for process engineering applications	with NTNU-MTP
2020	S.S. Røstad	IoT protocol stack optimizations for the nRF9160 SiP	with Nordic Semiconductor
2020	W. Azam	Robust distance estimation of remotely-operating underwater drones for monitoring applications	with SINTEF Ocean
2020	M.R. Rad	Machine learning for sensor data processing in biomedical applications	with NTNU-ISB