M3DSS-dataset

UAV

Introduction

This platform, as a flying platform, has the characteristics of high vibration and high aggressiveness. However, due to the limited payload capacity of the drone, we only carried a small number of sensors. Due to the need to install specific sensors and control the overall weight and wheelbase, the platform was designed, processed, and built by the author himself. The UAV platform adopts a quadcopter structure, and the rack design is shown in Figure 2. The platform adopts four 2806 brushless motors and can provide a total lift of 8.4kg at 24V voltage using a 6-inch three bladed propeller. The flight control adopts the Nora model flight control from Lei Xun Innovation Company, and the electrical adjustment adopts the 45A four in one electrical adjustment of the V45 model T-motor.


Sensor list

(1)Solid-state LiDAR (Livox Mid-360)

Frequency:

10Hz

FOV:

360°(Horizontal),59°(Vertical)

Distance:

up to 70m


(2)RGB-D Camera (D435)

Frequency:

30Hz

Resolution:

1280*720 pixel

FOV:

87°(Horizontal),58°(Vertical)


(3)IMU (CUAV Nora)

Frequency:

160Hz


(4)GNSS/INS-RTK (Hipnuc CH310S)

Frequency:

400Hz


(5)Event Camera

Inivation DAVIS346-color:

Quantity:

X2

    

Frequency:

1000Hz

    

Resolution:

346×260 pixel

    

IMU:

MPU6150, 6-axis

    


Sensor setups

Image description Image description Image description

CAD drawings

Image description Image description

Calibration rosbag and Our calibration result

title1

title2

title3

title4

Image Image Image Image

Calibration:rosbag

Calibration:rosbag

Calibration:rosbag

Calibration:rosbag


Our calibration result:txt


Data

MCR_loop_light

MCR_loop_dark

Image Image

Data: rosbag

Groud-Truth: txt

Data: rosbag

Groud-Truth: txt



MCR_eight_loop_light

MCR_eight_loop_dark

Image Image

Data: rosbag

Groud-Truth: rosbag

Data: rosbag

Groud-Truth: rosbag



All topics published by UAV platform

Sensors Topics
Event cameras /DAVIS346_left/events
/DAVIS346_left/image
/DAVIS346_left/imu
/DAVIS346_right/events
/DAVIS346_right/image
/DAVIS346_right/imu
VI-sensor /camera/infra1/image_rect_raw
/camera/infra2/image_rect_raw
Solid-State LiDAR /livox/imu
/livox/lidar
Flight controller /mavros/imu/data_raw
NOKOV ground truth /vrpn_client_node/Trackerxx/pose