LiDAR and Radar Sensor Fusion for Localizing Autonomous Vehicles
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- Hirano Daichi
- 金沢大学大学院
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- Yoneda Keisuke
- 金沢大学新学術創成研究機構 自動運転ユニット
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- Yanase Ryo
- 金沢大学新学術創成研究機構 自動運転ユニット
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- Mohammad Aldibaja
- 金沢大学新学術創成研究機構 自動運転ユニット
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- Suganuma Naoki
- 金沢大学新学術創成研究機構 自動運転ユニット
Bibliographic Information
- Other Title
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- LiDARとミリ波レーダのフュージョンによる自己位置推定
Description
Localization is one of the techniques for enabling autonomous vehicles. In previous studies, LiDAR based localization system has been proposed and tested. However, there is a problem that the system is weak to work with rain and snow conditions. Therefore, Millimeter Wave Radar (MWR) based localization system has been proposed. MWR is robust to weather changes and can sense objects through snow. Accordingly, this paper proposes a localization system based on integrating LiDAR and MWR to improve the accuracy of vehicle estimated position during autonomous driving.
Journal
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- Transactions of Society of Automotive Engineers of Japan
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Transactions of Society of Automotive Engineers of Japan 51 (5), 824-829, 2020
Society of Automotive Engineers of Japan
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Details 詳細情報について
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- CRID
- 1390285300185015680
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- NII Article ID
- 130007891813
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- ISSN
- 18830811
- 02878321
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- Text Lang
- ja
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- Data Source
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- JaLC
- CiNii Articles
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- Abstract License Flag
- Disallowed