[图书][B] Path Planning and Robust Control of Autonomous Vehicles

S Zhu - 2020 - search.proquest.com
Autonomous driving is gaining popularity in research interest and industry investment over
the last decade, due to its potential to increase driving safety to avoid driver errors which …

Development of model predictive motion planning and control for autonomous vehicles

G Tosolin, J Cartró, V Sharma - 10th International Munich Chassis …, 2020 - Springer
Full autonomous vehicles for the general public are getting closer every year. Among all the
challenges to overcome, one of them is the acceptance of this technology which translates to …

Control-aware prediction objectives for autonomous driving

R McAllister, B Wulfe, J Mercat, L Ellis… - … on Robotics and …, 2022 - ieeexplore.ieee.org
Autonomous vehicle software is typically structured as a modular pipeline of individual
components (eg, perception, prediction, and planning) to help separate concerns into …

Multi-Step Gaussian Regression Prediction in Dynamic Systems: A Case Study in Vehicle Lateral Control

H Zakeri, B HomChaudhuri - ASME Letters in …, 2023 - asmedigitalcollection.asme.org
Safety is one of the major concerns of the current transportation system, which has propelled
research in controller design for automated vehicles (AVs). Here, every AV needs to …

Efficient Uncertainty Mitigation in Automated Vehicles: Combining MPC with Model Reference Adaptive Control

MB Thakur, M Schmid - IFAC-PapersOnLine, 2023 - Elsevier
Automated vehicles must be equipped with the ability to plan and execute trajectories in the
presence of uncertainties for safe and effective navigation in both on-and of-road …

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 …

[引用][C] Spatial predictive control for agile semi-autonomous ground vehicles

Y Gao, A Gray, JV Frasch, T Lin, E Tseng, JK Hedrick… - Proceedings of the 11th …, 2012

Autonomous racing using model predictive control

F Curinga - 2017 - diva-portal.org
Autonomous vehicles are expected to have a significant impact on our societies by freeing
humans from the driving task, and thus eliminating the human factor in one of the most …

Model Predictive Control of Autonomous Vehicles to Enhance Driving Performance and Safety.

RC Ezeoma, A Big-Alabo… - IUP Journal of Electrical …, 2023 - search.ebscohost.com
The paper explores the potential benefits of using Model Predictive Control (MPC) algorithm
to enhance the driving performance and safety of autonomous vehicles. MPC is a control …

[图书][B] Predictive control under uncertainty for safe autonomous driving: Integrating data-driven forecasts with control design

AM Carvalho - 2016 - search.proquest.com
Self-driving vehicles have attracted a lot of interest due to their potential to significantly
reduce traffic fatalities and transform people's lives. The reducing costs of advanced sensing …