Evaluation of responsibility-sensitive safety (rss) model based on human-in-the-loop driving simulation

C Chai, X Zeng, I Alvarez, MS Elli - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
Safety is an important challenge in the development of automated vehicles (AVs). To help
with the challenge of achieving higher safety in the decision making of AVs, Intel and …

Safety evaluation of responsibility-sensitive safety (RSS) on autonomous car-following maneuvers based on surrogate safety measurements

C Chai, X Zeng, X Wu, X Wang - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
This paper evaluates the safety effect of Responsibility-Sensitive Safety (RSS) model on
autonomous carfollowing maneuvers. The RSS model is embedded into Model Predictive …

Evaluation and optimization of responsibility-sensitive safety models on autonomous car-following maneuvers

C Chai, X Zeng, X Wu, X Wang - Transportation research …, 2020 - journals.sagepub.com
Safety is an important challenge in the development of autonomous vehicles (AVs). To
ensure the safety of AVs, Intel and Mobileye have proposed a model called Responsibility …

Calibration and evaluation of responsibility-sensitive safety (RSS) in automated vehicle performance during cut-in scenarios

S Liu, X Wang, O Hassanin, X Xu, M Yang… - … research part C …, 2021 - Elsevier
The ability of automated vehicles (AV) to avoid accidents in complex traffic environments is
the focus of considerable public attention. Intel has proposed a mathematical model called …

Calibration and evaluation of the Responsibility-Sensitive Safety model of autonomous car-following maneuvers using naturalistic driving study data

X Xu, X Wang, X Wu, O Hassanin, C Chai - Transportation research part C …, 2021 - Elsevier
Safety guarantees are vital to the dependability of the automated vehicle (AV), so are of
primary concern to the AV industry and regulatory bodies. Responsibility-Sensitive Safety …

Efficiency performance and safety evaluation of the responsibility-sensitive safety in freeway car-following scenarios using automated longitudinal controls

O Hassanin, X Wang, X Wu, X Xu - Accident Analysis & Prevention, 2022 - Elsevier
Abstract The Responsibility-Sensitive Safety (RSS) model was proposed by Mobileye as a
mathematical model that defines the real-time safety distance that the automated vehicle …

Risk-aware safety layer for av behavior planning

F Oboril, KU Scholl - 2020 IEEE Intelligent Vehicles …, 2020 - ieeexplore.ieee.org
On the path towards mass deployment of automated vehicles (AVs) several challenges still
have to be resolved. One of these is the development of approaches that allow the safe …

RSS+: Pro-Active Risk Mitigation for AV Safety Layers based on RSS

F Oboril, KU Scholl - 2021 IEEE Intelligent Vehicles …, 2021 - ieeexplore.ieee.org
Addressing safety for future autonomous vehicles (AVs) while maintaining a high
practicability, ie not using excessive safety margins, getting stuck or not able to drive at all, is …

Increasing the safety of adaptive cruise control using physics-guided reinforcement learning

SL Jurj, D Grundt, T Werner, P Borchers, K Rothemann… - Energies, 2021 - mdpi.com
This paper presents a novel approach for improving the safety of vehicles equipped with
Adaptive Cruise Control (ACC) by making use of Machine Learning (ML) and physical …

On responsibility sensitive safety in car-following situations-a parameter analysis on german highways

M Naumann, F Wirth, F Oboril, KU Scholl… - 2021 IEEE Intelligent …, 2021 - ieeexplore.ieee.org
The need for safety in automated driving is undisputed. Since automated vehicles are
expected to reduce the number of fatalities in road traffic significantly, hundreds of millions of …