A survey on convex optimization for guidance and control of vehicular systems

Z Wang - Annual Reviews in Control, 2024 - Elsevier
Guidance and control (G&C) technologies play a central role in the development and
operation of vehicular systems. The emergence of computational guidance and control …

Driving conflict resolution of autonomous vehicles at unsignalized intersections: A differential game approach

P Hang, C Huang, Z Hu, C Lv - IEEE/ASME Transactions on …, 2022 - ieeexplore.ieee.org
Considering personalized driving preferences, a new decision-making framework is
developed using a differential game approach to resolve the driving conflicts of autonomous …

Policy iteration based approximate dynamic programming toward autonomous driving in constrained dynamic environment

Z Lin, J Ma, J Duan, SE Li, H Ma… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the area of autonomous driving, it typically brings great difficulty in solving the motion
planning problem since the vehicle model is nonlinear and the driving scenarios are …

Distributed data-driven predictive control for cooperatively smoothing mixed traffic flow

J Wang, Y Lian, Y Jiang, Q Xu, K Li… - … Research Part C …, 2023 - Elsevier
Cooperative control of connected and automated vehicles (CAVs) promises smoother traffic
flow. In mixed traffic, where human-driven vehicles with unknown dynamics coexist, data …

Local learning enabled iterative linear quadratic regulator for constrained trajectory planning

J Ma, Z Cheng, X Zhang, Z Lin… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Trajectory planning is one of the indispensable and critical components in robotics and
autonomous systems. As an efficient indirect method to deal with the nonlinear system …

Decentralized iLQR for cooperative trajectory planning of connected autonomous vehicles via dual consensus ADMM

Z Huang, S Shen, J Ma - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Cooperative trajectory planning of connected autonomous vehicles (CAVs) generally admits
strong nonlinearity and non-convexity, rendering great difficulties in finding the optimal …

Research on GNSS INS & GNSS/INS integrated navigation method for autonomous vehicles: A survey

Y He, J Li, J Liu - IEEE Access, 2023 - ieeexplore.ieee.org
Autonomous Vehicles have become the focus of research around the world. Meanwhile, the
continuous development of various emerging technologies in recent years has paved the …

A survey of admm variants for distributed optimization: Problems, algorithms and features

Y Yang, X Guan, QS Jia, L Yu, B Xu… - arXiv preprint arXiv …, 2022 - arxiv.org
By coordinating terminal smart devices or microprocessors to engage in cooperative
computation to achieve systemlevel targets, distributed optimization is incrementally favored …

Distributed differential dynamic programming architectures for large-scale multiagent control

AD Saravanos, Y Aoyama, H Zhu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article proposes two decentralized multiagent optimal control methods that combine the
computational efficiency and scalability of differential dynamic programming (DDP) and the …

Fuzzy-based controller synthesis and optimization for underactuated mechanical systems with nonholonomic servo constraints

X Chen, J Ma, H Sun, S Zhen, H Zhao… - … on Fuzzy Systems, 2022 - ieeexplore.ieee.org
This article investigates the trajectory tracking problem of underactuated mechanical
systems (UMSs) with companion nonholonomic servo constraints and uncertainties. For …