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SenMooVe Dataset - UWB for presence detection in public transport

Description: The SenMooVe dataset was produced from two sets of experiments involving Ultra-Wideband (UWB) sensor measurements within a public transportation vehicle, with the goal of finding relationships between the sensor response and the amount of people present in the environment. Data was collected in the form of Channel Impulse Responses (CIR) in two different experimental settings: one in a laboratory reproducing the inside of a bus, and one in a real vehicle provided by one of the project partners. For both scenarios up to 8 people were asked to sit or stand in predefined positions, but were allowed to move, speak or use electronic devices. Moreover in both cases the measurements of the environment were taken with two different UWB sensors, namely a monostatic Novelda X7 sensor and a Qorvo DW3000 sensors in a bistatic configuration. The dataset is divided into several subsets, all related to different configurations of the environment. Each of these configuration can be identified hierarchically by: the experimental setting; the sensed area of the vehicle (multi-purpose area or rear area); the number of people present (from 0 to 8); the position of each person. Each configuration was measured for a window of 15-30 seconds with both sensors, and a detailed description of the experiments can be found among the Reference Files. The data comes in the form of two files per configuration, consisting of a .npz file for the Novelda X7 measurements and a .txt file produced by the Qorvo DW3000 sensor. In both cases, the files are data matrices representing the collected CIR pulses over the entire measurement window, where each pulse is binned into a discrete amount of samples.

Global identifier:

Other(
    "743157550569914368",
)

Types:

Origin: /Bund/GovData

Tags: Gerinne ? Wasserstraße ? Sensor ? Elektro- und Elektronikgeräte ? Omnibus ? Szenario ? Daten ? Messdaten ? Standortwahl ? Öffentlicher Verkehr ? Gebäudefenster ?

Bounding box: 11.88319° .. 15.03355° x 50.17595° .. 51.676°

License: cc-by/4.0

Language: unbekannt

Modified: 2024-07-02

Time ranges: 2024-07-02 - 2024-07-02

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