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Article

Automatic Detection of Changes in Signal Strength Characteristics in a Wi-Fi Network for an Indoor Localisation System

Faculty of Mathematics and Information Science, Warsaw University of Technology, Koszykowa 75 street, 00-662 Warsaw, Poland
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Sensors 2020, 20(7), 1828; https://doi.org/10.3390/s20071828
Received: 14 February 2020 / Revised: 11 March 2020 / Accepted: 24 March 2020 / Published: 25 March 2020
(This article belongs to the Special Issue Quality of Service in Sensor Networks)
This paper faces the issue of changing the received signal strength (RSS) from an observed access point (AP). Such a change can reduce the Quality of Service (QoS) of a Wi-Fi-based Indoor Localisation System. We have proposed a dynamic system based on an estimator of RSS using the readings from other APs. Using an optimal threshold, the algorithm recognises an AP that has changed its characteristics. Next, the system rebuilds the localisation model excluding the changed AP to keep QoS. For the tests, we simulated a change in the analysed Wi-Fi network by replacing the measured RSS by an RSS obtained from the same AP model that lies in another place inside the same multi-floor building. The algorithm was evaluated in simulations of an isolated single-floor building, a single-floor building and a multi-floor building. The mean increase of the localisation error obtained by the system varies from 0.25 to 0.61 m after the RSS changes, whereas the error increase without using the system is between 1.21 and 1.98 m. The system can be applied to any service based on a Wi-Fi network for various kinds of changes like a reconfiguration of the network, a local malfunction or ageing of the infrastructure. View Full-Text
Keywords: Quality of Service; system deployment and maintenance; Wi-Fi network; indoor localisation system; fingerprinting Quality of Service; system deployment and maintenance; Wi-Fi network; indoor localisation system; fingerprinting
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MDPI and ACS Style

Luckner, M.; Górak, R. Automatic Detection of Changes in Signal Strength Characteristics in a Wi-Fi Network for an Indoor Localisation System. Sensors 2020, 20, 1828. https://doi.org/10.3390/s20071828

AMA Style

Luckner M, Górak R. Automatic Detection of Changes in Signal Strength Characteristics in a Wi-Fi Network for an Indoor Localisation System. Sensors. 2020; 20(7):1828. https://doi.org/10.3390/s20071828

Chicago/Turabian Style

Luckner, Marcin, and Rafał Górak. 2020. "Automatic Detection of Changes in Signal Strength Characteristics in a Wi-Fi Network for an Indoor Localisation System" Sensors 20, no. 7: 1828. https://doi.org/10.3390/s20071828

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