Construction of Personalized Driver Models Based on LSTM Using Driving Simulator

被引：0
|
作者：
Hamada, Ayaka [1 ]
Oikawa, Shoko [1 ]
Hirose, Toshiya [1 ]
机构：
[1] Shibaura Institute of Technology, Japan
来源：
SAE Technical Papers | 2022年 / 2022期
关键词：
Automated driving - Driver modelling - Driver-assistance systems - Driving assistance systems - Driving simulator - Lateral directions - Longitudinal direction - Model-based OPC - Modeling accuracy - Practical use;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
17
引用
收藏
相关论文
共 50 条
  • [1] Construction of Driver Models for Overtaking Behavior Using LSTM
    Baba T.
    Oikawa S.
    Hirose T.
    SAE International Journal of Advances and Current Practices in Mobility, 2023, 6 (02): : 709 - 718
  • [2] Construction of personalized driver model for car-following behavior on highways using LSTM
    Hatazawa, Yusuke
    Hamada, Ayaka
    Oikawa, Shoko
    Hirose, Toshiya
    JOURNAL OF ADVANCED MECHANICAL DESIGN SYSTEMS AND MANUFACTURING, 2023, 17 (02)
  • [3] Driver behaviour models for a driving simulator-based intelligent speed adaptation system
    Arhin, S. A.
    Eskandarian, A.
    URBAN TRANSPORT XV: URBAN TRANSPORT AND THE ENVIRONMENT, 2009, 107 : 185 - +
  • [4] Control of driving simulator based on state detection of the driver using Electrocardiogram measurement
    Yoshioka, Koma
    Hiwa, Satoru
    Sato, Kenya
    Furutani, Hiroshi
    Hiroyasu, Tomoyuki
    ICAROB 2019: PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS, 2019, : 217 - 220
  • [5] Road Geometry Safety Evaluation Based on Driver Behavior Using a Driving Simulator
    Kang, Min Ji
    Park, Hyun Su
    Kwon, Oh Hoon
    Park, Shin Hyoung
    2023 IEEE 26TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, ITSC, 2023, : 4703 - 4708
  • [6] A Study on Driver Training on Advanced Driver Assistance Systems by Using a Driving Simulator
    Ogitsu, Takeki
    Mizoguchi, Hiroshi
    2015 INTERNATIONAL CONFERENCE ON CONNECTED VEHICLES AND EXPO (ICCVE), 2015, : 352 - 353
  • [7] Analysis of driver speeds under night driving conditions using a driving simulator
    Bella, Francesco
    Calvi, Alessandro
    D'Amico, Fabrizio
    JOURNAL OF SAFETY RESEARCH, 2014, 49 : 45 - 52
  • [8] Evaluating Driving Styles by Normalizing Driving Behavior Based on Personalized Driver Modeling
    Shi, Bin
    Xu, Li
    Hu, Jie
    Tang, Yun
    Jiang, Hong
    Meng, Wuqiang
    Liu, Hui
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2015, 45 (12): : 1502 - 1508
  • [9] A personalized traffic simulation integrating emotion using a driving simulator
    Fan, Xinmiao
    Pan, Gaofeng
    Mao, Yan
    He, Wu
    VISUAL COMPUTER, 2020, 36 (06): : 1203 - 1218
  • [10] A personalized traffic simulation integrating emotion using a driving simulator
    Xinmiao Fan
    Gaofeng Pan
    Yan Mao
    Wu He
    The Visual Computer, 2020, 36 : 1203 - 1218
12345