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Updated: Oct 27, 2025

Using a Real-Time Locating System to Measure Walking Activity Associated with Wandering Behaviors Among Institutionalized Older Adults
Published on: February 8, 2019
Behavior Modeling for a Beacon-Based Indoor Location System
Aritz Bilbao-Jayo1, Aitor Almeida1, Ilaria Sergi2
1DeustoTech Institute of Technology, University of Deusto, Av. Universidades 24, 48007 Bilbao, Spain.
Abstract:
In this work we performed a comparison between two different approaches to track a person in indoor environments using a locating system based on BLE technology with a smartphone and a smartwatch as monitoring devices. To do so, we provide the system architecture we designed and describe how the different elements of the proposed system interact with each other. Moreover, we have evaluated the system's performance by computing the mean percentage error in the detection of the indoor position. Finally, we present a novel location prediction system based on neural embeddings, and a soft-attention mechanism, which is able to predict user's next location with 67% accuracy.
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