The human gait is unique and so is the impact of a walking human on the propagation of wireless signals within a wireless network. Using appropriate pattern recognition techniques, a person can thus be identified just from a time series of Received Signal Strength (RSS) measurements. This dataset holds bidirectional RSS measurements recorded within a mesh network of four Bluetooth sensor devices. During the measurements, a total of 14 subjects walked individually through the setup. A total of more than 10,000 recordings are provided.

Dataset Files

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[1] Gerrit Maus, Mustafa Biyikli, Salih Can Erşahin, Stefan Janicke, Arda Erten, "Bluetooth Sensor Data for Gait-Based Person Identification", IEEE Dataport, 2023. [Online]. Available: http://dx.doi.org/10.21227/et00-br41. Accessed: Apr. 13, 2024.
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doi = {10.21227/et00-br41},
url = {http://dx.doi.org/10.21227/et00-br41},
author = {Gerrit Maus; Mustafa Biyikli; Salih Can Erşahin; Stefan Janicke; Arda Erten },
publisher = {IEEE Dataport},
title = {Bluetooth Sensor Data for Gait-Based Person Identification},
year = {2023} }
TY - DATA
T1 - Bluetooth Sensor Data for Gait-Based Person Identification
AU - Gerrit Maus; Mustafa Biyikli; Salih Can Erşahin; Stefan Janicke; Arda Erten
PY - 2023
PB - IEEE Dataport
UR - 10.21227/et00-br41
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Gerrit Maus, Mustafa Biyikli, Salih Can Erşahin, Stefan Janicke, Arda Erten. (2023). Bluetooth Sensor Data for Gait-Based Person Identification. IEEE Dataport. http://dx.doi.org/10.21227/et00-br41
Gerrit Maus, Mustafa Biyikli, Salih Can Erşahin, Stefan Janicke, Arda Erten, 2023. Bluetooth Sensor Data for Gait-Based Person Identification. Available at: http://dx.doi.org/10.21227/et00-br41.
Gerrit Maus, Mustafa Biyikli, Salih Can Erşahin, Stefan Janicke, Arda Erten. (2023). "Bluetooth Sensor Data for Gait-Based Person Identification." Web.
1. Gerrit Maus, Mustafa Biyikli, Salih Can Erşahin, Stefan Janicke, Arda Erten. Bluetooth Sensor Data for Gait-Based Person Identification [Internet]. IEEE Dataport; 2023. Available from : http://dx.doi.org/10.21227/et00-br41
Gerrit Maus, Mustafa Biyikli, Salih Can Erşahin, Stefan Janicke, Arda Erten. "Bluetooth Sensor Data for Gait-Based Person Identification." doi: 10.21227/et00-br41