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Data · dataset · 2023

Sonar based underwater vehicle dataset

Listed in ScienceDB

This dataset are obtained from a BlueROV underwater vehicle in an indoor tank for the research of underwater perception, featuring ground-truth pose trajectories obtained from a motion capture system(MCS).

Description

In particular, we teleoperated the BlueROV and recorded readings from various sensors at $10$--$100$~Hz, including a high-resolution multibeam imaging sonar, an inertial measurement unit, and a Doppler velocity log (which also provides depth measurements).

In addition, the underwater motion capture system provided the ground-truth trajectories of the BlueROV at $53$~Hz, which is the key enabler to effectively quantify the performance of underwater simultaneous localization and mapping (SLAM) algorithms.The dataset contains three folders and a configuration file. Each folder contains a Rosbag dataset, which are circle, line and L-shape trajectory data respectively. Configuration file is the transformation matrix between each sensor.

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Our dataset was collected on Ubuntu 20.04 with ROS version noetic 1.15.14.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Imaging 75%
Provenance · 1 source records, 11 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.1027311 d agoJSON v1
FieldAssertionExtractorEvidence
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