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Jan Bayer

4 accepted papers

2024

LiDAR-Visual-Inertial Tightly-coupled Odometry with Adaptive Learnable Fusion Weights

IROS 2024poster

In this paper, we address the sensitivity of the 3D LiDAR-based localization to environmental structural ambiguity. Although existing approaches employ additional sensors, such as cameras and inertial measurement units, to account for such ambiguities, multi-sensor localization is still an open prob…

Cited by 0Source ↗Scholar ↗
2019

Online Incremental Learning of the Terrain Traversal Cost in Autonomous Exploration

RSS 2019poster

In this paper, we address motion efficiency in autonomous robot exploration with multi-legged walking robots that can traverse rough terrains at the cost of lower efficiency and greater body vibration. We propose a robotic system for online and incremental learning of the terrain traversal cost that…

Cited by 29Source ↗PDF ↗Scholar ↗