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Vehicle travel speed estimation based on self⁃supervised long short⁃term memory network under single global navigation satellite system signal
更新时间：2026-01-23

    • Vehicle travel speed estimation based on self⁃supervised long short⁃term memory network under single global navigation satellite system signal

    • “In the field of vehicle speed detection, experts have proposed a self supervised bidirectional LSTM algorithm, which effectively improves the accuracy and stability of speed estimation.”
    • Journal of Jilin University(Engineering and Technology Edition)   Vol. 55, Issue 12, Pages: 3852-3861(2025)
    • 作者机构：

      中国人民公安大学 交通管理学院，北京 100038

    • DOI：10.13229/j.cnki.jdxbgxb.20240361    

      CLC： U149.41

    • Received：07 April 2024，

      Published：01 December 2025

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  • TIAN Jing,MA She-qiang,ZHAO Dan,et al.Vehicle travel speed estimation based on self⁃supervised long short⁃term memory network under single global navigation satellite system signal[J].Journal of Jilin University(Engineering and Technology Edition),2025,55(12):3852-3861. DOI： 10.13229/j.cnki.jdxbgxb.20240361.

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