This repository provides raw data (roll/pitch angles) of autonomous vehicles obtained from a multi-sensor array, and compared against a reference sensor. These datasets are structured to evaluate sensor fusion algorithms under varying dynamic disturbances. The sampling period was two milliseconds.
Attitude estimation data captured under high dynamic aerial disturbances. Each log file contains concurrent readings from 3 IMU sensors and 1 Reference sensor.
Attitude estimation data captured under aggressive surface/terrain vibrations and mechanical noise. Set of 5 independent recording sessions.
Download all sensor fusion datasets, including both Air and Surface scenarios in a single compressed file.
Download All Datasets (.ZIP)A robust federated Kalman filter approach for distributed systems and high-precision estimations.
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