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Updated: Sep 10, 2025

Trajectory Data Analyses for Pedestrian Space-time Activity Study
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基于驾驶风格分类的个性化车辆轨迹预测方法

Xiang Li1,2, Mingbao Zhang3,4, Adriano Jose Tavares2

  • 1Zhongshan Hospital of Dalian University, Dalian, 116000, China.

Scientific reports
|August 27, 2025
PubMed
概括

这项研究引入了个性化车辆轨迹预测方法 (DS-TCTM),该方法对驾驶方式进行了分类,以提高准确性和安全性. 这种方法大大减少了预测错误,特别是在长期预测中.

关键词:
深度学习驾驶方式识别高斯混合模型个人化交通工程预测车辆的轨迹

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