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Fingerprinting-based localization using accelerometer information in wireless sensor networks

Abstract : This paper considers the localization problem of sensors in mobile wireless sensor networks. It proposes a combined localization technique, using both fingerprinting and accelerometer information. The proposed approach consists of two phases. In the first one, a power map is constructed over the surveillance area. In the second phase, nodes are localized and a first position estimate is computed using the constructed power map. A second estimate is also given using accelerometer information. Both estimates are then combined using interval analysis, solutions being boxes including the real positions of the nodes. Simulation results show that the combined method improves the positioning performance, compared to methods based only on fingerprinting or accelerometer information.
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Contributor : Jean-Baptiste VU VAN Connect in order to contact the contributor
Submitted on : Wednesday, October 16, 2019 - 12:43:09 PM
Last modification on : Sunday, June 26, 2022 - 4:37:33 AM




Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi. Fingerprinting-based localization using accelerometer information in wireless sensor networks. 2013 IEEE Global Communications Conference (GLOBECOM 2013), Dec 2013, Atlanta, United States. pp.510-515, ⟨10.1109/GLOCOM.2013.6831122⟩. ⟨hal-02317797⟩



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