Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Dieter Coppens

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0002-8553-441X

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

Dieter Coppens (UGent) , Adnan Shahid (UGent) and Eli De Poorter (UGent)

(2024) IPIN2024, the 14th International Conference on Indoor Positioning and Indoor Navigation.
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- Journal Article
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Removing the Need for Ground Truth UWB Data Collection: Self-Supervised Ranging Error Correction Using Deep Reinforcement Learning

Dieter Coppens (UGent) , Ben Van Herbruggen (UGent) , Adnan Shahid (UGent) and Eli De Poorter (UGent)

(2024) IEEE Transactions on Machine Learning in Communications and Networking. 2. p.1615-1627
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Deep reinforcement learning for automatic run-time adaptation of UWB PHY radio settings

Dieter Coppens (UGent) , Adnan Shahid (UGent) and Eli De Poorter (UGent)

(2024) IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING. 10(1). p.64-79
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An overview of UWB standards and organizations (IEEE 802.15.4, FiRa, Apple) : interoperability aspects and future research directions

Dieter Coppens (UGent) , Adnan Shahid (UGent) , Sam Lemey (UGent) , Ben Van Herbruggen (UGent) , Chris Marshall and Eli De Poorter (UGent)

(2022) IEEE ACCESS. 10. p.70219-70241