Zara Arj
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README.md
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# Q-Drone UWB Benchmark Dataset
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## Overview
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We present a unique UWB benchmark dataset, called Q-Drone UWB benchmark. Q-Drone system, a UAV with UWB network built at York University, was used for acquiring this benchmark over five different sites, which include an indoor, open sports field, near to a building with glasses, semi-open tunnel and underneath bridge. The benchmark data were acquired by flying for a total of 1 h 50 min 28 sec flight time and about 4.3 km traveling distances with different maneuvering patterns and spatial configuration between UAV and UWB anchors as shown in the following table.
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The data were collected from the following sites:
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- **Indoor:** Indoor environment, 26m(w) x 33m(l), Oshawa, Ontario, Canada
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- **Field:** Outdoor open sports field, 12m(w) x 13m(l), Uxbridge, Ontario, Canada
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- **Bridge:** Underneath a concrete-metal bridge, 10m(w) x 23m(l), Niagara, Ontario, Canada
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- **Tunnel:** Under a metal bridge, 8m(w) x 30m(l), Oshawa, Ontario, Canada
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| Site | Number of Datasets | Avg Data per Dataset | Flight Time (sec) | Travelled Distance (m) | Deployed UWB Anchors Area (m²) | UWB Range MAE (m) |
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|------------|--------------------|----------------------|-------------------|------------------------|---------------------------------|-------------------|
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| Indoor | 5 | 62194 | 1687 | 1260.88 | 91.96 | 0.37 |
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| Tunnel | 6 | 39164 | 1079 | 504.47 | 241.80 | 1.61 |
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| **Total** | **23** | **253832** | **6628** | **4264.81** | **789.4** | **0.902** |
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The specifics of data acquired per dataset include data points, IMU measurements, and precise coordinates of the UWB anchors for accurate localization.
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## UAV Platform
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Calibration is not applied, and the data is raw in the UWB anchors coordination system. Each dataset includes optional correction coefficients. A preview of each trajectory is available. Synchronized video of most datasets helps visualize the effect of the environment and flight conditions on data variation.
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## Structure of Dataset
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### UWB Data
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- **[row 1]** 0
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# Q-Drone UWB Benchmark Dataset
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## Overview
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We present a unique UWB benchmark dataset, called Q-Drone UWB benchmark. Q-Drone system, a UAV with UWB network built at York University, was used for acquiring this benchmark over five different sites, which include an indoor, open sports field, near to a building with glasses, semi-open tunnel and underneath bridge. The benchmark data were acquired by flying for a total of 1 h 50 min 28 sec flight time and about 4.3 km traveling distances with different maneuvering patterns and spatial configuration between UAV and UWB anchors as shown in the following table.
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## Environments and Locations
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The data were collected from the following sites:
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- **Indoor:** Indoor environment, 26m(w) x 33m(l), Oshawa, Ontario, Canada
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- **Field:** Outdoor open sports field, 12m(w) x 13m(l), Uxbridge, Ontario, Canada
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- **Bridge:** Underneath a concrete-metal bridge, 10m(w) x 23m(l), Niagara, Ontario, Canada
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- **Tunnel:** Under a metal bridge, 8m(w) x 30m(l), Oshawa, Ontario, Canada
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## Data Acquisition and Statistics
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### Overall Dataset Characteristics
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| Site | Number of Datasets | Avg Data per Dataset | Flight Time (sec) | Travelled Distance (m) | Deployed UWB Anchors Area (m²) | UWB Range MAE (m) |
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|------------|--------------------|----------------------|-------------------|------------------------|---------------------------------|-------------------|
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| Indoor | 5 | 62194 | 1687 | 1260.88 | 91.96 | 0.37 |
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| Tunnel | 6 | 39164 | 1079 | 504.47 | 241.80 | 1.61 |
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| **Total** | **23** | **253832** | **6628** | **4264.81** | **789.4** | **0.902** |
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### Detailed Individual Dataset Information
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The specifics of data acquired per dataset include data points, IMU measurements, and precise coordinates of the UWB anchors for accurate localization.
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## UAV Platform
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Calibration is not applied, and the data is raw in the UWB anchors coordination system. Each dataset includes optional correction coefficients. A preview of each trajectory is available. Synchronized video of most datasets helps visualize the effect of the environment and flight conditions on data variation.
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## Structure of Dataset:
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### UWB Data
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- **[row 1]** 0
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