Abstract
Global Navigation Satellite System (GNSS) provides accurate positioning data for vehicular navigation in open outdoor environment. In an indoor environment, Light Detection and Ranging (LIDAR) Simultaneous Localization and Mapping (SLAM) establishes a two-dimensional map and provides positioning data. However, LIDAR can only provide relative positioning data and it cannot directly provide the latitude and longitude of the current position. As a consequence, GNSS/Inertial Navigation System (INS) integrated navigation could be employed in outdoors, while the indoors part makes use of INS/LIDAR integrated navigation and the corresponding switching navigation will make the indoor and outdoor positioning consistent. In addition, when the vehicle enters the garage, the GNSS signal will be blurred for a while and then disappeared. Ambiguous GNSS satellite signals will lead to the continuous distortion or overall drift of the positioning trajectory in the indoor condition. Therefore, an INS/LIDAR seamless integrated navigation algorithm and a switching algorithm based on vehicle navigation system are designed. According to the experimental data, the positioning accuracy of the INS/LIDAR navigation algorithm in the simulated environmental experiment is 50% higher than that of the Dead Reckoning (DR) algorithm. Besides, the switching algorithm developed based on the INS/LIDAR integrated navigation algorithm can achieve 80% success rate in navigation mode switching.
| Original language | English |
|---|---|
| Article number | 3271 |
| Pages (from-to) | 1-21 |
| Number of pages | 21 |
| Journal | Remote Sensing |
| Volume | 12 |
| Issue number | 19 |
| DOIs | |
| Publication status | Published - Oct 2020 |
| MoE publication type | A1 Journal article-refereed |
Funding
Funding: This research was funded by the National Natural Science Foundation of China (NSFC, grant number 61803118), the Science and Technology Research Program of Chongqing Municipal Education Commission (grant number KJZD-K201804701), the Special Project of Chongqing Technology Innovation and Application Development (grant numbers cstc2019jscx-msxmX0423) and the Post Doc. Foundation of Heilongjiang Province (grant number LBH-Z17053).
Keywords
- GNSS/INS integrated navigation
- INS/LIDAR integrated navigation
- Switching navigation
- Vehicular navigation
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