Enhanced Isolation Forest-Based Algorithm for Unsupervised Anomaly Detection in Lidar SLAM Localization

Lidar SLAM (simultaneous localization and mapping) systems provide vehicles with high-precision maps and localization for environmental perception. However, sensor noise and dynamic changes can lead to the localization drift or localization failure of the SLAM system. Identifying such anomalies curr...

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Bibliographic Details
Main Authors: Guoqing Geng, Peining Wang, Liqin Sun, Han Wen
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:World Electric Vehicle Journal
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Online Access:https://www.mdpi.com/2032-6653/16/4/209
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