Inertial navigation system has been proposed as an alternative for autonomous driving because GPS signals can be blocked under conditions such as driving through a tunnel. This paper proposes a system for autonomous driving which is based on inertial navigation technology. The core method of inertial navigation including the automatic driving state update (velocity, displacement) is introduced in detail. This paper sets up a simulation platform to test the proposed system using the tools of the Raspberry Pi and MATLAB. The results show that the proposed system could provide accurate navigation information for autonomous vehicles in a short time window. However, the error of the velocity and displacement values calculated by the integral is larger than the error of the attitude angle. It indicates that t inertial navigation information must be filtered and corrected by more accurate positioning systems if it is applied in a long time window.
Study on the Inertial Navigation System for Autonomous Driving
20th COTA International Conference of Transportation Professionals ; 2020 ; Xi’an, China (Conference Cancelled)
CICTP 2020 ; 710-721
2020-08-12
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
Study on the Inertial Navigation System for Autonomous Driving
TIBKAT | 2020
|Inertial Autonomous Navigation Technology
Springer Verlag | 2020
|Autonomous Upgrading of Inertial Navigation Systems
IEEE | 1967
|Pedestrian Autonomous Positioning System Based on Inertial Navigation
British Library Conference Proceedings | 2020
|