Autonomous driving using linear model predictive control with a Koopman operator based bilinear vehicle model

S Yu, C Shen, T Ersal - IFAC-PapersOnLine, 2022 - Elsevier
This paper presents a real-time Model Predictive Control (MPC) formulation for autonomous
driving based on a lifted bilinear vehicle model developed using the Koopman operator …

Stochastic Model Predictive Control of an Autonomous Vehicle Interacting with Pedestrians at Unsignalized Crosswalks

B Škugor, J Deur, V Ivanovic… - 2023 European Control …, 2023 - ieeexplore.ieee.org
This paper proposes a safe speed control strategy for an autonomous vehicle while
approaching unsignalized crosswalks with pedestrians, which relies on a receding horizon …

MPC-Based Routing and Tracking Architecture for Safe Autonomous Driving in Urban Traffic

M Emam, M Gerdts - SN Computer Science, 2024 - Springer
This paper presents a configurable routing and tracking architecture that uses multi-
objective Model Predictive Control (MPC) as its driving algorithm to guarantee safe …

Lane-changing decision model for autonomous vehicle under mixed traffic environment

W Xu, Y Liu, H Yi, G Liu - Sixth International Conference on …, 2023 - spiedigitallibrary.org
Autonomous driving vehicle will come reality more and more possible along with prosperity
of relevant technologies. However, autonomous driving vehicles and artificial driving …

Cooperative Bidirectional Mixed-Traffic Overtaking

FM Tariq, N Suriyarachchi, C Mavridis… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
Safe overtaking, especially in a bidirectional mixed-traffic setting, remains a key challenge
for Connected Autonomous Vehicles (CAVs). The presence of human-driven vehicles …

Safe navigation and evasive maneuvers based on probabilistic multi-controller architecture

D Iberraken, L Adouane - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Automated Driving System (ADS) requires a high fidelity decision-making strategy to palliate
to uncertain environment and changing dynamics of other road users. Considering the …

Multi-player dynamic game-based automatic lane-changing decision model under mixed autonomous vehicle and human-driven vehicle environment

Y Yu, S Liu, PJ Jin, X Luo… - Transportation research …, 2020 - journals.sagepub.com
The lane-changing decision-making process is challenging but critical to ensure safe and
smooth maneuvers for autonomous vehicles (AVs). Conventional Gipps-type algorithms lack …

Maneuver-based trajectory planning for highly autonomous vehicles on real road with traffic and driver interaction

S Glaser, B Vanholme, S Mammar… - IEEE Transactions …, 2010 - ieeexplore.ieee.org
This paper presents the design and first test on a simulator of a vehicle trajectory-planning
algorithm that adapts to traffic on a lane-structured infrastructure such as highways. The …

A novel trajectory planning method for automated vehicles under parameter decision framework

Y Zhang, B Gao, L Guo, H Guo, M Cui - IEEE Access, 2019 - ieeexplore.ieee.org
Decision and control in all stack scenarios comprise a key issue in the design of automated
vehicle control systems. Thus, in higher level, automated vehicles, the decision and the form …

[图书][B] An Integrated Framework for Planning and Control of Semi-Autonomous Vehicles

AJ Gray - 2013 - search.proquest.com
This thesis presents the design of a novel active safety system preventing unintended
roadway departures. The proposed framework unifies threat assessment, stability, and …