Location awareness is crucial for numerous applications in fifth generation (5G) and beyond ecosystems. Localization-of-things (LoT) via soft information (SI) enables accurate localization, tracking, and navigation of networked nodes. This paper demonstrates real-time SI-based LoT using ultrawideband (UWB) radios. We consider two data collection approaches and evaluate them via network experimentation in an indoor environment. Experimental results show the potential of SI-based LoT using UWB technology to satisfy service level requirements of 5G and beyond ecosystems.

UWB Localization-of-Things Via Soft Information: Network Experimentation in Indoor Environment

Gómez-Vega, Carlos A.
Primo
;
Conti, Andrea
Ultimo
2023

Abstract

Location awareness is crucial for numerous applications in fifth generation (5G) and beyond ecosystems. Localization-of-things (LoT) via soft information (SI) enables accurate localization, tracking, and navigation of networked nodes. This paper demonstrates real-time SI-based LoT using ultrawideband (UWB) radios. We consider two data collection approaches and evaluate them via network experimentation in an indoor environment. Experimental results show the potential of SI-based LoT using UWB technology to satisfy service level requirements of 5G and beyond ecosystems.
2023
9781728163277
Localization-of-things, soft information, machine learning, UWB, experimentation
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11392/2546175
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