Research Explorer

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Researcher

Dieter Coppens

Awards & Distinctions

4 Results

2024

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

Dieter CoppensAdnan ShahidEli De Poorter

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

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

A2 Journal Article in IEEE TRANSACTIONS ON MACHINE LEARNING IN COMMUNICATIONS AND NETWORKING

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