Review of decision-making and planning approaches in automated driving

F Garrido, P Resende - IEEE Access, 2022 - ieeexplore.ieee.org
The number of research papers on decision-making systems in automated driving has
increased significantly over the last few years. Decision-making for automated driving can …

An integrated decision and motion planning framework for automated driving on highway

P Wu, F Gao, X Tang, K Li - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
Decision-making and motion planning are two core functionalities of intelligent vehicles. A
novel integrated decision-making and planning framework is presented for real-time and …

Interactive maneuver prediction and planning for highly automated driving functions

M Bahram - 2017 - mediatum.ub.tum.de
Advances in computational power and sensor technology have changed the way technical
systems work during the last century. Today,“intelligent systems” are affecting almost every …

Human-like decision-making for automated driving in highways

DS González, M Garzón, JS Dibangoye… - 2019 IEEE intelligent …, 2019 - ieeexplore.ieee.org
In this work, we present a decision-making system for automated vehicles driving in highway
environments. The task is modeled as a Partially Observable Markov Decision Process, in …

A review of motion planning techniques for automated vehicles

D González, J Pérez, V Milanés… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Intelligent vehicles have increased their capabilities for highly and, even fully, automated
driving under controlled environments. Scene information is received using onboard …

DeepAD: An integrated decision-making framework for intelligent autonomous driving

Y Shi, J Liu, C Liu, Z Gu - Transportation research part A: policy and …, 2024 - Elsevier
Autonomous vehicles have the potential to revolutionize intelligent transportation by
improving traffic safety, increasing energy efficiency, and reducing congestion. In this study …

[HTML][HTML] Autonomous vehicle decision-making and control in complex and unconventional scenarios—a review

F Sana, NL Azad, K Raahemifar - Machines, 2023 - mdpi.com
The development of autonomous vehicles (AVs) is becoming increasingly important as the
need for reliable and safe transportation grows. However, in order to achieve level 5 …

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 …

[HTML][HTML] How do autonomous vehicles decide?

S Malik, MA Khan, H El-Sayed, J Khan, O Ullah - Sensors, 2022 - mdpi.com
The advancement in sensor technologies, mobile network technologies, and artificial
intelligence has pushed the boundaries of different verticals, eg, eHealth and autonomous …

Overview of tools supporting planning for automated driving

K Tong, Z Ajanovic, G Stettinger - 2020 IEEE 23rd International …, 2020 - ieeexplore.ieee.org
Planning is an essential topic in the realm of automated driving. Besides planning
algorithms that are widely covered in the literature, planning requires different software tools …