TY - DATA
T1 - Data underlying the publication: "A Computationally Efficient Moving Horizon Estimator for UWB Localization on Small Quadrotors""
PY - 2021/06/30
AU - Sven Pfeiffer
AU - Christophe de Wagter
AU - Guido de Croon
UR - https://data.4tu.nl/articles/dataset/Data_underlying_the_publication_A_Computationally_Efficient_Moving_Horizon_Estimator_for_UWB_Localization_on_Small_Quadrotors_/14827680/1
DO - 10.4121/14827680.v1
KW - UWB Applications
KW - State Estimation
KW - quadrotor
KW - Ultra Wide Band
KW - quadrotor localization
N2 - This Dataset contains the data files used for simulations in the publication "A Computationally Efficient Moving Horizon Estimator for Ultra-Wideband Localization on Small Quadrotors" (2021) by S. Pfeiffer, C. de Wagter and G.C.H.E de Croon. <br><br>The logs were collected in two different UWB modes (TWR and TdoA) and on 6 different trajectories (Square, Triangle, Octagon, Hourglass, Star, Random). UWB data was gathered with 8 anchors positioned roughly in the corners of a cube. Two of the files do not contain complete UWB data and are marked with the suffix "_BAD".<br><br>The data was recorded on a Crazyflie 2.1 in the TU Delft "Cyberzoo" indoor flight arena using the scripts found at https://github.com/Huizerd/crazyflie-suite. The code used for the simulations in the paper can be found at https://github.com/SUPfeiffer/uwb-simulator.<br><br><br>This dataset contains the following files:- anchor_positions.yaml : This file contains the location of the UWB anchors in Cyberzoo coordinates<br>- date_time_mode_trajectory.csv : The log files<br><br><br>The log files contain the following fields:<br>- timeTick : timestamps in ms<br>- gyroX/gyroY/gyroZ: Gyroscope measurements in deg/s<br>- accX/accY/accZ: Accelerometer measurments in G (1G = 9.81m/s)<br>- twri: TWR distance measurement to anchor i<br>- tdoaij: TdoA measurement from anchors i and j<br>- otX/otY/otZ: Groundtruth measured by an optitrack motion capture system
ER -