Integrating Surrounding Vehicle Information for Vehicle Trajectory Representation and Abnormal Lane-Change Behavior Detection

Integrating Surrounding Vehicle Information for Vehicle Trajectory Representation and Abnormal Lane-Change Behavior Detection

The detection of abnormal lane-changing behavior in road vehicles has applications in traffic management and law enforcement. The primary approach to achieving this detection involves utilizing sensor data to characterize vehicle trajectories, extract distinctive parameters, and establish a detectio...

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Bibliographic Details
Main Authors: Da Xu, Mengfei Liu, Xinpeng Yao, Nengchao Lyu
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Sensors
Subjects:
driving behavior
lane change
abnormal behavior detection
trajectory representation
LGBM algorithm
Online Access:https://www.mdpi.com/1424-8220/23/24/9800

Internet

https://www.mdpi.com/1424-8220/23/24/9800

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