Applying Reservoir Computing for Driver Behavior Analysis and Traffic Flow Prediction in Intelligent Transportation Systems

S Sethi - 2024 - vtechworks.lib.vt.edu
In the realm of autonomous vehicles, ensuring safety through advanced anomaly detection
is crucial. This thesis integrates Reservoir Computing with temporal-aware data analysis to …

Enhancing Lateral Stability in Adaptive Cruise Control: A Takagi-Sugeno Fuzzy Model-Based Strategy

Y Yan, Y Xin, H Zheng - 2024 - sae.org
Adaptive cruise control is one of the key technologies in advanced driver assistance
systems. However, improving the performance of autonomous driving systems requires …

DEFT-A Scaled Electric Vehicle Platform for Testing Autonomous Driving Algorithm

S Kumar, R Pasumarthy, NP Bhatt - Authorea Preprints, 2024 - techrxiv.org
Scaled-down vehicles provide a controlled and repeatable environment for testing
autonomous driving algorithms, expediting development while mitigating risks associated …

Analysis and implementation of vehicle Platooning through real-case simulations in SUMO

V Gulino - 2023 - webthesis.biblio.polito.it
Today the possibility of self-driving vehicles becoming a common method of transportation
becomes more and more real. Autonomous driving represents a significant milestone in the …

Large Language Models as Decision Makers for Autonomous Driving

H Sha, Y Mu, Y Jiang, G Zhan, L Chen, C Xu, P Luo… - openreview.net
Existing learning-based autonomous driving (AD) systems face challenges in
comprehending high-level information, generalizing to rare events, and providing …

[PDF][PDF] Autonomous Vehicle, Sensing and Communication Survey

I Bilik - istrc.net.technion.ac.il
Autonomous driving is revolutionizing public transportation and affects our daily lives.
However, we currently witness some decrease in the number of newly established …

Human Factors in the Design of Cybersecure Autonomous Vehicle Interfaces

M Rojc - Journal of Bioinformatics and Artificial Intelligence, 2023 - biotechjournal.org
The argument developed in this paper is that an understanding of driver experience is
central to the development of AV HMIs and should be integral to the design process [1]. We …