Pedestrian models for autonomous driving part ii: high-level models of human behavior

F Camara, N Bellotto, S Cosar, F Weber… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Autonomous vehicles (AVs) must share space with pedestrians, both in carriageway cases
such as cars at pedestrian crossings and off-carriageway cases such as delivery vehicles …

A survey on visual traffic simulation: Models, evaluations, and applications in autonomous driving

Q Chao, H Bi, W Li, T Mao, Z Wang… - Computer Graphics …, 2020 - Wiley Online Library
Virtualized traffic via various simulation models and real‐world traffic data are promising
approaches to reconstruct detailed traffic flows. A variety of applications can benefit from the …

Summit: A simulator for urban driving in massive mixed traffic

P Cai, Y Lee, Y Luo, D Hsu - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Autonomous driving in an unregulated urban crowd is an outstanding challenge, especially,
in the presence of many aggressive, high-speed traffic participants. This paper presents …

Testing, validation, and verification of robotic and autonomous systems: a systematic review

H Araujo, MR Mousavi, M Varshosaz - ACM Transactions on Software …, 2023 - dl.acm.org
We perform a systematic literature review on testing, validation, and verification of robotic
and autonomous systems (RAS). The scope of this review covers peer-reviewed research …

Learning autonomous control policy for intersection navigation with pedestrian interaction

Z Zhu, H Zhao - IEEE Transactions on Intelligent Vehicles, 2023 - ieeexplore.ieee.org
In recent years, great efforts have been devoted to deep imitation learning for autonomous
driving control, where raw sensory inputs are directly mapped to control actions. However …

自动驾驶汽车虚拟测试中的树木点云生成方法.

唐维军, 徐琨, 柳有权, 夏悬 - Journal of Computer …, 2021 - search.ebscohost.com
自动驾驶汽车虚拟测试已成为自动驾驶或车路协同测试评价的一个重要手段,
三维激光雷达数据模拟生成是自动驾驶汽车虚拟测试中的重要任务之一, 目前多采用基于飞行 …

Low-cost urban test scenario generation using microscopic traffic simulation

B Yue, S Shi, S Wang, N Lin - IEEE Access, 2020 - ieeexplore.ieee.org
Scenario-based testing is already a well-known test approach to the automotive industry for
the Validation, Verification and Testing of Connected and Automated Vehicles. How to …

A simplified force model for mixed traffic simulation

Y Han, Q Chao, X Jin - Computer Animation and Virtual Worlds, 2021 - Wiley Online Library
We present a simplified force‐based heterogeneous traffic simulation model to facilitate
consistent adjustment of the parameters involved. Different from previous work which …

Model‐based Crowd Behaviours in Human‐solution Space

W Xiang, H Wang, Y Zhang, MK Yip… - Computer Graphics …, 2023 - Wiley Online Library
Realistic crowd simulation has been pursued for decades, but it still necessitates tedious
human labour and a lot of trial and error. The majority of currently used crowd modelling is …

A Needle in a Haystack--How to Derive Relevant Scenarios for Testing Automated Driving Systems in Urban Areas

N Weber, C Thiem, U Konigorski - arXiv preprint arXiv:2109.03648, 2021 - arxiv.org
While there was great progress regarding the technology and its implementation for vehicles
equipped with automated driving systems (ADS), the problem of how to proof their safety as …