Intelligent Amphibious Ground-Aerial Vehicles: State of the Art Technology for Future Transportation

被引:11
|
作者
Zhang, Xinyu [1 ]
Huang, Jiangeng [1 ]
Huang, Yuanhao [2 ,3 ]
Huang, Kangyao [4 ]
Yang, Lei [1 ]
Han, Yan [1 ]
Wang, Li [1 ]
Liu, Huaping [4 ]
Luo, Jianxi [5 ]
Li, Jun [1 ]
机构
[1] Tsinghua Univ, Sch Vehicle & Mobil, State Key Lab Automot Safety & Energy, Beijing 100190, Peoples R China
[2] Tsinghua Univ, Sch Vehicle & Mobil, Beijing 100190, Peoples R China
[3] Inner Mongolia Univ Technol, Sch Aviat, Hohhot 010062, Inner Mongolia, Peoples R China
[4] Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100190, Peoples R China
[5] Singapore Univ Technol & Design SUTD, Data Driven Innovat Lab, Singapore 487372, Singapore
来源
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词
Amphibious vehicles; three-dimensional transportation; autonomous fly-driving; urban air mobility; intelligent transportation system; UAV-LIDAR SYSTEM; REINFORCEMENT; VISION; FOREST; MODEL;
D O I
10.1109/TIV.2022.3193418
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Amphibious ground-aerial vehicles fuse flying and driving modes to enable more flexible air-land mobility and have received growing attention recently. By analyzing the existing amphibious vehicles, we highlight the autonomous fly-driving functionality for the effective uses of amphibious vehicles in complex three-dimensional urban transportation systems. We review and summarize the key enabling technologies for intelligent flying-driving in existing amphibious vehicle designs, identify major technological barriers and propose potential solutions for future research and innovation. This paper aims to serve as a guide for research and development of intelligent amphibious vehicles for urban transportation toward the future.
引用
收藏
页码:970 / 987
页数:18
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