Communication Dans Un Congrès Année : 2024

Evaluation of Sensors Measurements in Consumer-Grade Android Wearables for Robust Positioning Applications

Résumé

Commercial wearable devices offer new research opportunities today, thanks to their myriad of embedded sensors. Recently, the development of Android smartwatches opened new horizons for research, with the latest WearOS versions giving access to the raw sensor measurements, including GNSS, IMU, and even health sensor measurements. In this research, we explore the differences between two Android smartphones and two smartwatches in terms of measurement quality and compare them to the research-grade wearable ULISS. The surveys have been performed in various outdoor and indoor environments, and the measurements are provided as an open-access dataset. The quality of IMU and raw GNSS measurements is analyzed, and the positioning capacities of all devices are compared. Finally, the current limits of Android wearables are assessed, and future research opportunities are highlighted.

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Dates et versions

hal-04952026 , version 1 (17-02-2025)

Identifiants

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Antoine Grenier, Ziyou Li, Ni Zhu, Aleksandr Ometov, Elena Simona Lohan, et al.. Evaluation of Sensors Measurements in Consumer-Grade Android Wearables for Robust Positioning Applications. 37th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2024), Sep 2024, Baltimore, United States. pp.1094-1108, ⟨10.33012/2024.19675⟩. ⟨hal-04952026⟩
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