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 …

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 …

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 …

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 …

Concept and validation of a guidance approach for highly automated shuttles

F Schrödel, M Freese - IFAC-PapersOnLine, 2019 - Elsevier
Feasibility studies on futuristic and autonomous shuttles are currently available in several
media reports. These shuttle systems are promising a much higher level of automation than …

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 …

Motion planning and control of automated vehicles in critical situations

L Svensson - 2021 - diva-portal.org
The road traffic environment is inherently uncertain and unpredictable. An automated
vehicle (AV) deployed in such an environment will eventually experience unforeseen critical …

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 …

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 …