Leaderboards/Vehicle Dynamics and Control Systems

Vehicle Dynamics and Control Systems

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Zhisong Zhou
Chinese University of Hong Kong
2
Zhi Lian
Nanjing University of Aeronautics and Astronautics
3
Tinghan Jia
East China University of Science and Technology
4
Fernando Viadero‐Monasterio
Universidad Carlos III de Madrid
5
Zhaobo Qin
Hunan University
6
Cong Minh Ho
University of Ulsan
7
Juqi Hu
Anhui University
8
Hanghang Liu
Tongji University
9
Haoyu Wang
Nanjing University of Information Science and Technology
10
Yongjun Yan
Nanjing University of Science and Technology

Rising Stars Papers

1
Vehicle Lateral Dynamics-Inspired Hybrid Model Using Neural Network for Parameter Identification and Error Characterization
IEEE Transactions on Vehicular Technology|2024
79 cit.
2
Hybrid of Neural Network and Physics-Based Estimator for Vehicle Longitudinal Dynamics Modeling Using Limited Driving Data
IEEE Transactions on Intelligent Transportation Systems|2025
44 cit.
3
A Survey on Cyber-Attacks for Cyber-Physical Systems: Modeling, Defense, and Design
IEEE Internet of Things Journal|2024
41 cit.
4
Robust Adaptive Heterogeneous Vehicle Platoon Control Based on Disturbances Estimation and Compensation
IEEE Access|2024
30 cit.
5
Motion Planning and Robust Output-Feedback Trajectory Tracking Control for Multiple Intelligent and Connected Vehicles in Unsignalized Intersections
IEEE Transactions on Vehicular Technology|2025
24 cit.
6
Simultaneous Estimation of Vehicle Sideslip and Roll Angles Using an Event-Triggered-Based IoT Architecture
Machines|2024
22 cit.
7
Robust Static Output Feedback Control of a Semi-Active Vehicle Suspension Based on Magnetorheological Dampers
Applied Sciences|2024
22 cit.
8
Radar-Based Pedestrian and Vehicle Detection and Identification for Driving Assistance
Vehicles|2024
21 cit.
9
A reinforcement learning-based ranking teaching-learning-based optimization algorithm for parameters estimation of photovoltaic models
Swarm and Evolutionary Computation|2025
21 cit.
10
Static Output Feedback Control for Vehicle Platoons with Robustness to Mass Uncertainty
Electronics|2024
17 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Yechen Qin
Beijing Institute of Technology
2
Stefanie Manzinger
Technical University of Munich
3
Shengyuan Wang
Xi'an Jiaotong University
4
Jie Wang
Marine Biology Institute of Shandong Province
5
Xiangyu Wang
Tsinghua University
6
Zeren Xu
Wake Forest University
7
Basilio Lenzo
University of Padua
8
Ying Tian
Shandong University of Science and Technology
9
Quan An
Dalian Maritime University
10
Xiangkun He
Nanyang Technological University

Emerging Leaders Papers

1
Robust Lane Change Decision Making for Autonomous Vehicles: An Observation Adversarial Reinforcement Learning Approach
IEEE Transactions on Intelligent Vehicles|2022
188 cit.
2
Robust Decision Making for Autonomous Vehicles at Highway On-Ramps: A Constrained Adversarial Reinforcement Learning Approach
IEEE Transactions on Intelligent Transportation Systems|2022
102 cit.
3
Adaptive Coordinated Path Tracking Control Strategy for Autonomous Vehicles with Direct Yaw Moment Control
Chinese Journal of Mechanical Engineering|2022
93 cit.
4
A Gain-Scheduled Robust Controller for Autonomous Vehicles Path Tracking Based on LPV System With MPC and <i>H</i> <sub>∞</sub>
IEEE Transactions on Vehicular Technology|2022
90 cit.
5
Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving
IEEE Transactions on Pattern Analysis and Machine Intelligence|2023
82 cit.
6
Toward personalized decision making for autonomous vehicles: A constrained multi-objective reinforcement learning technique
Transportation Research Part C Emerging Technologies|2023
57 cit.
7
Toward Trustworthy Decision-Making for Autonomous Vehicles: A Robust Reinforcement Learning Approach with Safety Guarantees
Engineering|2023
49 cit.
8
Trustworthy autonomous driving via defense-aware robust reinforcement learning against worst-case observational perturbations
Transportation Research Part C Emerging Technologies|2024
49 cit.
9
Robust Multiagent Reinforcement Learning toward Coordinated Decision-Making of Automated Vehicles
SAE International journal of vehicle dynamics, stability, and NVH|2023
47 cit.
10
Numerical simulation study on the leakage and diffusion characteristics of high-pressure hydrogen gas in different spatial scenes
International Journal of Hydrogen Energy|2023
43 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
J. Christian Gerdes
Stanford University
2
Junmin Wang
ZheJiang Academy of Agricultural Sciences
3
Kyongsu Yi
Seoul National University
4
Masayoshi Tomizuka
University of California, Berkeley
5
Hong Chen
Tongji University
6
Francesco Borrelli
University of California, Berkeley
7
Nong Zhang
Hefei University of Technology
8
Henk Nijmeijer
Eindhoven University of Technology
9
Seibum B. Choi
Korea Advanced Institute of Science and Technology
10
Keqiang Li
Shandong University

Current Senior Leaders Papers

1
Dynamic surface control for a class of nonlinear systems
IEEE Transactions on Automatic Control|2000
2.4k cit.
2
A Quasi-Infinite Horizon Nonlinear Model Predictive Control Scheme with Guaranteed Stability∗∗This paper was not presented at any IFAC meeting. This paper was accepted for publication in revised form by Associate Editor W. Bequette under the direction of Editor Prof. S. Skogestad.
Automatica|1998
1.5k cit.
3
Zero Phase Error Tracking Algorithm for Digital Control
Journal of Dynamic Systems Measurement and Control|1987
1.5k cit.
4
Tracking Control of Mobile Robots: A Case Study in Backstepping**This paper was not presented at any IFAC meeting. This paper was recommended for publication in revised form by Associate Editor Alberto Isidori under the direction of Editor Tamer Başar.
Automatica|1997
824 cit.
5
Kinematic and dynamic vehicle models for autonomous driving control design
Unknown Journal|2015
756 cit.
6
Stability and Scalability of Homogeneous Vehicular Platoon: Study on the Influence of Information Flow Topologies
IEEE Transactions on Intelligent Transportation Systems|2015
746 cit.
7
Adaptive robust control of SISO nonlinear systems in a semi-strict feedback form
Automatica|1997
718 cit.
8
An observer looks at synchronization
IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications|1997
684 cit.
9
Lp String Stability of Cascaded Systems: Application to Vehicle Platooning
IEEE Transactions on Control Systems Technology|2014
678 cit.
10
Control of connected and automated vehicles: State of the art and future challenges
Annual Reviews in Control|2018
641 cit.

Reagents for Vehicle Dynamics and Control Systems

Citation-validated products used in this field

🔥 Trending

Gaining adoption fast

⭐ Top Rated

Best all-around

🌟 All-Time

Most validated

Cell Signaling TechnologyEvidence 67

Transferrin Receptor/CD71 (H68.4) Mouse Monoclonal Antibody

Cited in 5 papers
#46222$158,348
View Evidence →
Cell Signaling TechnologyEvidence 65

ACE2 (E9X7O) Mouse Monoclonal Antibody (BSA and Azide Free)

#55173$865
View Evidence →