Research Article

Deep Learning-Based GNSS Network-Based Real-Time Kinematic Improvement for Autonomous Ground Vehicle Navigation

Table 1

Specification of sensors used in this study.

GNSSIMUOBDGNSS/INS

SensorNovAtel DL-V3MTi-G-700OBD-IIPOSLV520
SpecificationDual-frequency GPS/GLONASSRoll/pitch (0.3°, dynamic), yaw (1.0°)Wheel speed, Steering angleDual frequency GPS/GLONASS, Roll/pitch (0.005°), Yaw (0.015°)
Frequency1 Hz100 Hz100 Hz100 Hz
OutputXYZ (m)Yaw (deg)Speed (km/h)XYZ (m)

The symbol represents the reference truth for comparison of the results.