no code implementations • 10 Apr 2024 • Phuong Bich Duong, Ben Van Herbruggen, Arne Broering, Adnan Shahid, Eli de Poorter
Indoor positioning systems based on Ultra-wideband (UWB) technology are gaining recognition for their ability to provide cm-level localization accuracy.
no code implementations • 28 Mar 2024 • Dieter Coppens, Ben Van Herbruggen, Adnan Shahid, Eli de Poorter
A reinforcement learning agent uses the channel impulse response as a state and predicts corrections to minimize the error between corrected and estimated ranges.
no code implementations • 8 Feb 2024 • Mohammad Cheraghinia, Adnan Shahid, Stijn Luchie, Gert-Jan Gordebeke, Olivier Caytan, Jaron Fontaine, Ben Van Herbruggen, Sam Lemey, Eli de Poorter
The goal of this survey is to provide a comprehensive view of the technical fundamentals and emerging trends in UWB radar.
no code implementations • 14 Apr 2023 • Fuhu Che, Qasim Zeeshan Ahmed, Jaron Fontaine, Ben Van Herbruggen, Adnan Shahid, Eli de Poorter, Pavlos I. Lazaridis
However, it is difficult for existing ML approaches to maintain a high classification accuracy when the database contains a small number of NLoS signals and a large number of Line-of-Sight (LoS) signals.