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

J Fayyad, MA Jaradat, D Gruyer, H Najjaran - Sensors, 2020 - mdpi.com
Autonomous vehicles (AV) are expected to improve, reshape, and revolutionize the future of
ground transportation. It is anticipated that ordinary vehicles will one day be replaced with …

Autonomous vehicle perception: The technology of today and tomorrow

J Van Brummelen, M O'brien, D Gruyer… - … research part C …, 2018 - Elsevier
Perception system design is a vital step in the development of an autonomous vehicle (AV).
With the vast selection of available off-the-shelf schemes and seemingly endless options of …

Dependability approaches for mobile environment: Application on connected autonomous vehicles.

A Dabboussi - 2019 - theses.hal.science
Connected and Autonomous vehicles (CAV) must have adequate reliability and safety
requirements in uncertain environments with complex circumstances. Sensor technology …

Communications and driver monitoring aids for fostering SAE level-4 road vehicles automation

F Jiménez, JE Naranjo, S Sánchez, F Serradilla… - Electronics, 2018 - mdpi.com
Road vehicles include more and more assistance systems that perform tasks to facilitate
driving and make it safer and more efficient. However, the automated vehicles currently on …

Driver monitoring for a driver-centered design and assessment of a merging assistance system based on V2V communications

S Sánchez–Mateo, E Pérez–Moreno, F Jiménez - Sensors, 2020 - mdpi.com
Merging is one of the most critical scenarios that can be found in road transport. In this
maneuver, the driver is subjected to a high mental load due to the large amount of …

Platoons formation management strategies based on reinforcement learning

A Boubakri, S Matali Gmmar - International Conference On Systems …, 2021 - Springer
Traffic congestion is a major problem in the road network. Traffic in the form of Platoons
solves this problem. However, when creating a Platoon, we have to follow the speed of the …

Accurate Perception for Autonomous Driving: Application of Kalman Filter for Sensor Fusion

Y Wang, D Liu, E Matson - 2020 IEEE Sensors Applications …, 2020 - ieeexplore.ieee.org
Object tracking is a foundation task for autonomous driving. An increasing amount of work
applies the sensor fusion to facilitate the tracking results. However, sensor fusion alone still …

An Efficient and Secure Wireless Controller Area Network for Autonomous Vehicle

Q Ibrahim, Z Ali - 2024 - sae.org
Controller area network (CAN) buses, the most common intravehicle network (IVN) standard,
have been used for over 30 years despite their simple architecture for connecting electronic …

Engineering Autonomous Mobility: Wired and Wireless CAN Bus Design Principles

Z Ali, Q Ibrahim - SAE International Journal of Electrified Vehicles, 2024 - sae.org
The controller area network (CAN) bus, the prevailing standard for in-vehicle networking
(IVN), has been used for more than four decades, despite its simple architecture, to establish …

Leader-Follower System in Convoys:: An Experimental Design Focusing on Computer Vision

Y Wang, M Stanković, A Smith… - 2021 IEEE Sensors …, 2021 - ieeexplore.ieee.org
Many modern-day technologies rely on Global Positioning System (GPS) for navigation and
location services. Although, in some instances GPS it is not always the most preferred …