Personal information

Keywords

Autonomous Driving, Artificial Intelligence, Perception, Prediction, Planning

Countries

China

Biography

I am currently pursuing the Ph.D. degree in automotive engineering with the National Key Laboratory of Automotive Chassis Integration and Bionics, Jilin University, Changchun, China. From October 2022 to October 2023, I was a joint Ph.D. Student with the Urban Mobility Systems in the Department of Architecture and Civil Engineering, Chalmers University of Technology (CTH), Sweden. My research interest is autonomous driving, which includes the perception, prediction, and planning of intelligent vehicles.

Activities

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Education and qualifications (2)

Jilin University: Changchun, CN

2020-09-15 to 2024-12-15 | Ph.D. studuent (College of Automotive Engineering)
Education
Source: Self-asserted source
Zhiwei Meng

Chalmers University of Technology: Gothenburg, SE

2022-10-15 to 2023-10-25 | Joint Ph.D. Student (Department of Architecture and Civil Engineering)
Education
Source: Self-asserted source
Zhiwei Meng

Professional activities (8)

Sensors & Transducers: Barcelona, ES

Editorial Board Member
Service
Source: Self-asserted source
Zhiwei Meng

Journal of Intelligent and Connected Vehicles: London, GB

Reviewer
Service
Source: Self-asserted source
Zhiwei Meng

International Society of Bionic Engineering: Changchun, CN

Student Member
Membership
Source: Self-asserted source
Zhiwei Meng

International Journal of Automotive Technology: Seoul, KR

Reviewer
Service
Source: Self-asserted source
Zhiwei Meng

IEEE Transactions on Intelligent Vehicles: Washington, US

Reviewer
Service
Source: Self-asserted source
Zhiwei Meng

IEEE Open Journal of Vehicular Technology: Washington, US

Reviewer
Service
Source: Self-asserted source
Zhiwei Meng

IEEE Access: Washington, US

Reviewer
Service
Source: Self-asserted source
Zhiwei Meng

China Society of Automotive Engineers: Beijing, CN

Student Member
Membership
Source: Self-asserted source
Zhiwei Meng

Funding (2)

China Scholarship Council (CSC) High-Level University Postgraduate Program

Award
China Scholarship Council (Beijing, CN)
Source: Self-asserted source
Zhiwei Meng

Graduate Innovation Fund of Jilin University

Grant
Jilin University (Changchun, CN)
Source: Self-asserted source
Zhiwei Meng

Works (13)

Research on Vehicle Trajectory Prediction Methods in Urban Main Road Scenarios

IEEE Transactions on Intelligent Transportation Systems
2024 | Journal article
DOI: 10.1109/tits.2024.3419037
Part of ISSN: 1524-9050
Part of ISSN: 1558-0016
Contributors: sumin zhang; Ri Bai; Rui He; Zhiwei Meng; Yupeng Chang; Yongshuai Zhi; Ning Sun
Source: Self-asserted source
Zhiwei Meng

Research on vehicle trajectory prediction methods in dense and heterogeneous urban traffic

Transportation Letters
2024-10-09 | Journal article
DOI: 10.1080/19427867.2024.2403818
Part of ISSN: 1942-7867
Part of ISSN: 1942-7875
Contributors: Sumin Zhang; Ri Bai; Rui He; Zhiwei Meng; Yupeng Chang; Yongshuai Zhi
Source: Self-asserted source
Zhiwei Meng

A skip feature enhanced multi-source fusion framework for switch state detection

International Journal of Rail Transportation
2024-07 | Journal article
DOI: 10.1080/23248378.2024.2372729
Part of ISSN: 2324-8378
Part of ISSN: 2324-8386
Contributors: sumin zhang; Ri Bai; Rui He; Zhiwei Meng; Yongshuai Zhi
Source: Self-asserted source
Zhiwei Meng

End-to-End Autonomous Driving Decision Method Based on Improved TD3 Algorithm in Complex Scenarios

Sensors
2024-07-31 | Journal article
DOI: 10.3390/s24154962
Part of ISSN: 1424-8220
Contributors: Tao Xu; Zhiwei Meng; Weike Lu; Zhongwen Tong
Source: Self-asserted source
Zhiwei Meng

TBFF-DAC: Two-branch feature fusion based on deformable attention and convolution for object detection

Computers and Electrical Engineering
2024-05 | Journal article
DOI: 10.1016/j.compeleceng.2024.109132
Part of ISSN: 0045-7906
Contributors: Chuanxi Liu; Zhiwei Meng
Source: Self-asserted source
Zhiwei Meng

Decision-making of active collision avoidance system based on comprehensive evaluation method of dangerous scenarios

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
2024-03 | Journal article | Author
DOI: 10.1177/09544070221137398
Part of ISSN: 0954-4070
Part of ISSN: 2041-2991
Contributors: Rui He; Zhiwei Meng; Sumin Zhang; Zhi Yang; Yongshuai Zhi; Jiaxiang Qin
Source: Self-asserted source
Zhiwei Meng

Guidance Method of Connected Autonomous Vehicles Under Automatic Control Intersections

Smart Innovation, Systems and Technologies
2023 | Book chapter
DOI: 10.1007/978-981-99-3284-9_4
Part of ISBN: 9789819932832
Part of ISBN: 9789819932849
Part of ISSN: 2190-3018
Part of ISSN: 2190-3026
Contributors: Lichao Wang; Jiaming Wu; Min Yang; Jiyang Zhang; Zhiwei Meng
Source: Self-asserted source
Zhiwei Meng

Interaction-Aware Trajectory Prediction for Autonomous Vehicle Based on LSTM-MLP Model

Smart Innovation, Systems and Technologies
2023 | Conference paper
DOI: 10.1007/978-981-99-3284-9_9
Part of ISBN: 9789819932832
Part of ISBN: 9789819932849
Part of ISSN: 2190-3018
Part of ISSN: 2190-3026
Contributors: Zhiwei Meng; Jiaming Wu; Sumin Zhang; Rui He; Bing Ge
Source: Self-asserted source
Zhiwei Meng

Research Progress on Key Technologies of Environmental Perception and Detection of Transport System in Goaf of Coal Mine

Smart Innovation, Systems and Technologies
2023 | Book chapter
DOI: 10.1007/978-981-99-3284-9_1
Part of ISBN: 9789819932832
Part of ISBN: 9789819932849
Part of ISSN: 2190-3018
Part of ISSN: 2190-3026
Contributors: Bo Lu; Taixue Bei; Zhiwei Meng; Ying Luo; Lei Zhao; Nan Xu; Jianhua Liu; Fayi Yan
Source: Self-asserted source
Zhiwei Meng

GIVA: Interaction-aware trajectory prediction based on GRU-Improved VGG-Attention Mechanism model for autonomous vehicles

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
2023-12-27 | Journal article | Author
DOI: 10.1177/09544070231207669
Part of ISSN: 0954-4070
Part of ISSN: 2041-2991
Contributors: Zhiwei Meng; Rui He; Jiaming Wu; Sumin Zhang; Ri Bai; Yongshuai Zhi
Source: Self-asserted source
Zhiwei Meng

Design and Test of a Sorting Device Based on Machine Vision

IEEE Access
2020 | Journal article | Author
DOI: 10.1109/access.2020.2971349
Part of ISSN: 2169-3536
Contributors: Kai Zhou; Zhiwei Meng; Mingyang He; Jialin Hou; Tianhua Li
Source: Self-asserted source
Zhiwei Meng

STUDY ON TEMPERATURE FIELD OF ASYMMETRIC LARGE-SPAN ARCH SHEDS UNDER LOW-TEMPERATURE ENVIRONMENT

INMATEH Agricultural Engineering
2020-12-31 | Journal article
DOI: 10.35633/inmateh-62-25
Part of ISSN: 2068-2239
Part of ISSN: 2068-4215
Contributors: Kai Zhou; Zhiwei Meng; Jialin Hou; Min Wei; Tianguo Jin; Tianhua Li
Source: Self-asserted source
Zhiwei Meng

Mechanical analysis and parameter optimization of cabbage root cutting operation

Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE)
2020-04-01 | Journal article
Contributors: Li Tianhua; Zhiwei Meng; Ding Hehe; Hou Jialin; Shi Guoying; Zhou Kai
Source: Self-asserted source
Zhiwei Meng
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