Autonomous vehicle perception: The technology of today and tomorrow

J Van Brummelen, M O'brien, D Gruyer… - … research part C …, 2018 - Elsevier
… A significant prototype developed in this project was the ProLab2 vehicle, which used a
perception and copilot system to monitor the environment and develop warnings signals for a …

Pedestrian and vehicle detection in autonomous vehicle perception systems—A review

LG Galvao, M Abbod, T Kalganova, V Palade… - Sensors, 2021 - mdpi.com
… a perception system for AV. There are two main approaches to develop a perception system
for an AV… This paper only reviews a pure-vision based system, where a monocular camera is …

A systematic review of perception system and simulators for autonomous vehicles research

F Rosique, PJ Navarro, C Fernández, A Padilla - Sensors, 2019 - mdpi.com
… review of the perception systems and simulators for autonomous vehicles (AV… perception
systems are categorized as environment perception systems and positioning estimation systems

[图书][B] Creating autonomous vehicle systems

S Liu, L Li, J Tang, S Wu, JL Gaudiot - 2018 - Springer
… , perception, and planning and control; (2) client systems, such as the robotics operating
system … computing and storage capabilities for autonomous vehicles. Using the cloud platform, …

Deep learning sensor fusion for autonomous vehicle perception and localization: A review

J Fayyad, MA Jaradat, D Gruyer, H Najjaran - Sensors, 2020 - mdpi.com
… Deep learning algorithms have been utilized in different aspects of AV systems, such as
perception, … This review paper will focus on two components of the AV systems: perception, and …

A perception‐driven autonomous urban vehicle

J Leonard, J How, S Teller, M Berger… - Journal of Field …, 2008 - Wiley Online Library
… This paper reviews the design and performance of Talos, the MIT autonomous vehicle.
Section 2 summarizes the system architecture. Section 3 describes the design of the race …

An integrated approach of threat analysis for autonomous vehicles perception system

S Ghosh, A Zaboli, J Hong, J Kwon - IEEE Access, 2023 - ieeexplore.ieee.org
… in practice for vehicles, recent investigations on AV perception systems with their corre… on
AV perception systems. Section III includes the threat modeling of an OC for an AV perception

A fault tolerant perception system for autonomous vehicles

M Realpe, BX Vintimilla, L Vlacic - 2016 35th Chinese Control …, 2016 - ieeexplore.ieee.org
… work presented in this paper relies on the latter case, specifically on fault tolerance, since
very little research has been done in that area for perception systems of autonomous vehicles. …

Design of a multi-sensor cooperation travel environment perception system for autonomous vehicle

L Chen, Q Li, M Li, L Zhang, Q Mao - Sensors, 2012 - mdpi.com
… Travel environment perception is the foundation of other … perception system designed for
our autonomous vehicle SmartV-II. … With the help of this travel environment perception system, …

A comprehensive safety metric to evaluate perception in autonomous systems

G Volk, J Gamerdinger, A von Bernuth… - … Systems (ITSC), 2020 - ieeexplore.ieee.org
… of autonomous vehicles is … , an autonomous vehicle must be able to perceive its environment
completely and correctly. Therefore, new methods to verify the safety of a perception system