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Safe Motion Planning for Autonomous Vehicles by Quantifying Uncertainties of Deep Learning-Enabled Environment Perception 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 2318-2332
作者:  Li, Dachuan;  Liu, Bowen;  Huang, Zijian;  Hao, Qi;  Zhao, Dezong;  Tian, Bin
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/22
Uncertainty  Planning  Three-dimensional displays  Decision making  Detectors  Trajectory  Probabilistic logic  Autonomous driving  motion planning  object detection  Bayesian deep learning  uncertainty quantification  
A Novel Parallel Control Method for Optimal Consensus of Nonlinear Multiagent Systems 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
作者:  Jiao, Shanshan;  Wei, Qinglai;  Wang, Fei-Yue
收藏  |  浏览/下载：1/0  |  提交时间：2024/07/22
Consensus control  Optimal control  Performance analysis  Vectors  Heuristic algorithms  Multi-agent systems  Dynamic programming  Adaptive dynamic programming (ADP)  coupled Hamilton-Jacobi  optimal consensus control  parallel control  
A Real-Time Road Boundary Detection Approach in Surface Mine Based on Meta Random Forest 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 1989-2001
作者:  Ai, Yunfeng;  Song, Ruiqi;  Huang, Chongqing;  Cui, Chenglin;  Tian, Bin;  Chen, Long
收藏  |  浏览/下载：4/0  |  提交时间：2024/07/22
Roads  Point cloud compression  Laser radar  Random forests  Metalearning  Surface treatment  Feature extraction  Road boundary detection  Point Cloud  meta learning  random forest  few shot classification  autonomous driving  
A Lifetime Management Framework for SOTIF-Oriented Vehicle Dynamics Control: A Data-Driven Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 48-51
作者:  Chen, Jicheng;  Liang, Jingguo;  Teng, Siyu;  Zhang, Hui;  Wang, Fei-Yue
收藏  |  浏览/下载：1/0  |  提交时间：2024/07/22
Safety  Control systems  Vehicle dynamics  Fault diagnosis  Hazards  Autonomous vehicles  Uncertainty  Sustainability  safety of the intended functionality (SOTIF)  intelligent vehicles  adaptive observer  data-driven FDI  fault tolerant control  
Foundation Intelligence for Smart Infrastructure Services in Transportation 5.0 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 39-47
作者:  Han, Xu;  Meng, Zonglin;  Xia, Xin;  Liao, Xishun;  He, Brian Yueshuai;  Zheng, Zhaoliang;  Wang, Yutong;  Xiang, Hao;  Zhou, Zewei;  Gao, Letian;  Fan, Lili;  Li, Yuke;  Ma, Jiaqi
收藏  |  浏览/下载：1/0  |  提交时间：2024/07/22
Foundation intelligence  foundation models  smart infrastructure  transportation 5.0  
An Interpretable Image Denoising Framework via Dual Disentangled Representation Learning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 2016-2030
作者:  Liang, Yunji;  Fan, Jiayuan;  Zheng, Xiaolong;  Wang, Yutong;  Huangfu, Luwen;  Ghavate, Vedant;  Yu, Zhiwen
收藏  |  浏览/下载：1/0  |  提交时间：2024/07/22
Meteorology  Task analysis  Image denoising  Noise reduction  Image restoration  Semantics  Robustness  Dual disentangled representation  adverse weather  image denoising  interpretability  robustness  
Parallel Data and Foundation Model Driven Closed-Loop of Autonomous Driving 会议论文
, Edmonton, Canada, SEP 24-27, 2024
作者:  Bin Tian;  Tingting Yao;  Yisheng Lv;  Shichao Chen;  Yang Sun;  Ruiqi Song
Adobe PDF(5420Kb)  |  收藏  |  浏览/下载：49/13  |  提交时间：2024/07/10
Autonomous Driving in Underground Mines via Parallel Driving Operation Systems: Challenges, Frameworks and Cases Study 期刊论文
IEEE Transactions on Intelligent Vehicles, 2024, 页码: 1-10
作者:  Bin Tian;  Caiji Zhang;  Xuedi Hao;  Shi Meng;  Shibin Wang;  Zheng Yang;  Long Chen;  Yanlong Zhao;  Shirong Ge
Adobe PDF(11335Kb)  |  收藏  |  浏览/下载：52/6  |  提交时间：2024/07/05
Graph Reinforcement Learning for Multi-Aircraft Conflict Resolution 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4529-4540
作者:  Li, Yumeng;  Zhang, Yunhe;  Guo, Tong;  Liu, Yu;  Lv, Yisheng;  Du, Wenbo
收藏  |  浏览/下载：10/0  |  提交时间：2024/07/03
Aircraft  Air traffic control  Decision making  Atmospheric modeling  Intelligent vehicles  Scalability  Reinforcement learning  Conflict resolution  graph reinforcement learning  air traffic management  
Nearly optimal stabilization of unknown continuous-time nonlinear systems: A new parallel control approach 期刊论文
NEUROCOMPUTING, 2024, 卷号: 578, 页码: 12
作者:  Lu, Jingwei;  Wang, Xingxia;  Wei, Qinglai;  Wang, Fei-Yue
收藏  |  浏览/下载：4/0  |  提交时间：2024/07/03
Adaptive dynamic programming (ADP)  Integral reinforcement learning (IRL)  Nearly optimal control  Nonaffine nonlinearity  Parallel control  Unknown nonlinear systems