Tightly-Coupled LiDAR-IMU-Wheel Odometry with an Online Neural Kinematic Model Learning via Factor Graph Optimization

Environments lacking geometric features (e.g., tunnels and long straight corridors) are challenging for LiDAR-based odometry algorithms because LiDAR point clouds degenerate in such environments. For wheeled robots, a wheel kinematic model (i.e., wheel odometry) can improve the reliability of the od...

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Hauptverfasser: Okawara, Taku, Koide, Kenji, Oishi, Shuji, Yokozuka, Masashi, Banno, Atsuhiko, Uno, Kentaro, Yoshida, Kazuya
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Sprache:eng
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