Projects per year
Abstract
thresholds: one identifying which ranging estimates should be corrected (α), and one defining the training set used for the error correction model (β). After deriving suitable values for these
two thresholds empirically and showing their applicability to different settings and UWB platforms, we evaluate and prove the effectiveness of RELa. Our experimental results show that RELa reduces the error introduced on ranging estimates taken in LoS by up to 99%, without significantly impacting the effectiveness of ranging error correction in NLoS conditions.
Original language | English |
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Title of host publication | WMNC'24: Proceedings of the 15th IFIP Wireless and Mobile Networking Conference |
Number of pages | 8 |
ISBN (Electronic) | 978-3-903176-68-3 |
Publication status | Published - 11 Nov 2024 |
Event | 15th IFIP Wireless and Mobile Networking Conference, WMNC 2024 - Venice, Italy Duration: 11 Nov 2024 → 12 Nov 2024 https://www.unive.it/web/en/6439/home |
Conference
Conference | 15th IFIP Wireless and Mobile Networking Conference, WMNC 2024 |
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Abbreviated title | WMNC'24 |
Country/Territory | Italy |
City | Venice |
Period | 11/11/24 → 12/11/24 |
Internet address |
Keywords
- Embedded systems
- NLoS conditions
- Machine learning
- channel impulse response
- Ranging correction
- UWB
Fields of Expertise
- Information, Communication & Computing
Fingerprint
Dive into the research topics of 'Improving the Correction of NLoS-Induced Ranging Errors in UWB Systems through Enhanced Labeling'. Together they form a unique fingerprint.-
ENHANCE-UWB - Benchmarking and advancing localization and communication performance of UWB systems in harsh environments
Boano, C. A. (Co-Investigator (CoI)), Römer, K. U. (Co-Investigator (CoI)), Stocker, M. (Co-Investigator (CoI)) & Krisper, M. (Co-Investigator (CoI))
1/09/21 → 31/03/25
Project: Research project
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Intelligent & Networked Embedded Systems
Boano, C. A. (Co-Investigator (CoI)), Römer, K. U. (Co-Investigator (CoI)), Schuß, M. (Co-Investigator (CoI)), Cao, N. (Co-Investigator (CoI)), Saukh, O. (Co-Investigator (CoI)), Hofmann, R. (Co-Investigator (CoI)), Stocker, M. (Co-Investigator (CoI)), Schuh, M. P. (Co-Investigator (CoI)), Papst, F. (Co-Investigator (CoI)), Salomon, E. (Co-Investigator (CoI)), Brunner, H. (Co-Investigator (CoI)), Gallacher, M. (Co-Investigator (CoI)), Mohamed Hydher, M. H. (Co-Investigator (CoI)), Wang, D. (Co-Investigator (CoI)), Corti, F. (Co-Investigator (CoI)), Krisper, M. (Co-Investigator (CoI)), Basic, F. (Co-Investigator (CoI)) & Petrovic, K. (Co-Investigator (CoI))
1/09/13 → 31/12/24
Project: Research area
Prizes
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Best paper award
Ember, E. (Recipient), Pestana, J. (Recipient), Krisper, M. (Recipient), Stocker, M. (Recipient), Römer, K. U. (Recipient), Boano, C. A. (Recipient) & Corbalán, P. (Recipient), 12 Nov 2024
Prize: Prizes / Medals / Awards