Road adhesion coefficient Estimation: Physics-informed deep learning method with vehicle dynamics model

X Li, M Ren - Expert Systems with Applications, 2025 - Elsevier
Road adhesion coefficient (RAC) is not only a significant basis for trajectory planning and
decision-making of autonomous vehicles but also a critical parameter to determine the …

Pavement friction evaluation based on vehicle dynamics and vision data using a multi-feature fusion network

Z Du, A Skar, M Pettinari, X Zhu - Transportation research …, 2023 - journals.sagepub.com
The tire–road friction coefficient is a critical evaluation index of the service performance of
roads: it governs the stopping distance, traction control, and stability of vehicles. Moreover …

Development of Collision Avoidance System Integrated With Real-Time Tire-Road Friction Coefficient Estimator

H Lee, S Choi - IEEE Transactions on Intelligent Transportation …, 2024 - ieeexplore.ieee.org
Collision avoidance systems that utilize both steering and braking have been widely studied.
However, information about the tire-road friction coefficient, which plays a critical role in …

Novel Model for the Efficient Vehicle Movement in Vehicular Ad hoc Network Based IOT

A Gupta, EN Kapoor - 2022 4th International Conference on …, 2022 - ieeexplore.ieee.org
Networks that have multiple vehicle nodes that have complete freedom to enter or exit the
network are called vehicle ad-hoc networks (VANETs). Establishing a protecting and …

Pre-crash Motion Planning for Autonomous Vehicles in Unavoidable Collision Scenarios

M Parseh - 2022 - diva-portal.org
Abstract Full deployment of Autonomous Vehicles (AVs) on public roads is challenging for
organizations in the automotive domain in terms of developing safety standards and …

[PDF][PDF] Experimental Study on Road Friction Variation and Stopping Distance Uncertainty using ABS Braking Data

E Karyotakis, D Yang, M Jonasson, J Sjöberg - 2022 - research.chalmers.se
Vehicles nowadays are automated for increased safety and driver comfort. Several driver
assistance functions, such as autonomous emergency braking (AEB) and slippery road alert …

[PDF][PDF] An Innovative method for Two-Level Autonomous Emergency Braking Algorithm Design

HR Nedamani, PM Khiabani, S Azadi - researchgate.net
Recently Advanced Driver-Assistance Systems (ADAS) have played a decisive role in the
automotive active safety system. Autonomous emergency braking (AEB) as one of the …

[PDF][PDF] Integration of AEB system into ACC system and impact assessment via traffic simulation

I Barosan, L Xiao, A Schmeitz - 2021 - pure.tue.nl
Future road transportation can be more safe. Enormous amount of effort from academia,
industry and legislation bodies has been invested to achieve this ambition. Autonomous …