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Highly automated driving (HAD) vehicles are complex systems operating in an open context. Performance limitations originating from sensing and understanding the open context under triggering conditions may result in unsafe behavior, thus,…

系统与控制 · 电气工程与系统科学 2023-03-08 Ahmad Adee , Roman Gansch , Peter Liggesmeyer , Claudius Glaeser , Florian Drews

Vehicles in public traffic that are equipped with Automated Driving Systems are subject to a number of expectations: Among other aspects, their behavior should be safe, conforming to the rules of the road and provide mobility to their…

软件工程 · 计算机科学 2024-11-18 Nayel Fabian Salem , Marcus Nolte , Veronica Haber , Till Menzel , Hans Steege , Robert Graubohm , Markus Maurer

Ensuring the safety of autonomous vehicles (AVs) is paramount before they can be introduced to the market. More specifically, securing the Safety of the Intended Functionality (SOTIF) poses a notable challenge; while ISO 21448 outlines…

系统与控制 · 电气工程与系统科学 2025-01-20 Ruilin Yu , Cheng Wang , Yuxin Zhang , Fuming Zhao

Highly automated driving (HAD) vehicles are complex systems operating in an open context. Complexity of these systems as well as limitations and insufficiencies in sensing and understanding the open context may result in unsafe and…

系统与控制 · 电气工程与系统科学 2023-03-08 Ahmad Adee , Roman Gansch , Peter Liggesmeyer

Safety in the automotive domain is a well-known topic, which has been in constant development in the past years. The complexity of new systems that add more advanced components in each function has opened new trends that have to be covered…

软件工程 · 计算机科学 2023-02-02 Víctor J. Expósito Jiménez , Helmut Martin , Christian Schwarzl , Georg Macher , Eugen Brenner

The introduction of automated vehicles without permanent human supervision demands a functional system description, including functional system boundaries and a comprehensive safety analysis. These inputs to the technical development can be…

人工智能 · 计算机科学 2018-04-25 Gerrit Bagschik , Till Menzel , Markus Maurer

The verification and validation of autonomous driving vehicles remains a major challenge due to the high complexity of autonomous driving functions. Scenario-based testing is a promising method for validating such a complex system.…

机器人学 · 计算机科学 2023-04-24 Maximilian Zipfl , Nina Koch , J. Marius Zöllner

The viability of automated driving is heavily dependent on the performance of perception systems to provide real-time accurate and reliable information for robust decision-making and maneuvers. These systems must perform reliably not only…

计算机视觉与模式识别 · 计算机科学 2026-02-03 Apostol Vassilev , Munawar Hasan , Edward Griffor , Honglan Jin , Pavel Piliptchak , Mahima Arora , Thoshitha Gamage

Autonomous Vehicles (AVs) are complex systems that drive in uncertain environments and potentially navigate unforeseeable situations. Safety of these systems requires not only an absence of malfunctions but also high performance of…

机器人学 · 计算机科学 2021-05-11 Anne Collin , Artur Bilka , Scott Pendleton , Radboud Duintjer Tebbens

Challenges related to automated driving are no longer focused on just the construction of such automated vehicles (AVs), but in assuring the safety of their operation. Recent advances in Level 3 and Level 4 autonomous driving have motivated…

系统与控制 · 电气工程与系统科学 2022-05-09 Tong Zhao , Ekim Yurtsever , Joel Paulson , Giorgio Rizzoni

Autonomous systems such as self-driving cars rely on sensors to perceive the surrounding world. Measures must be taken against attacks on sensors, which have been a hot topic in the last few years. For that goal one must first evaluate how…

密码学与安全 · 计算机科学 2021-03-15 Koichi Shimizu , Daisuke Suzuki , Ryo Muramatsu , Hisashi Mori , Tomoyuki Nagatsuka , Tsutomu Matsumoto

Automated driving systems are safety-critical cyber-physical systems whose safety of the intended functionality (SOTIF) can not be assumed without proper argumentation based on appropriate evidences. Recent advances in standards and…

机器人学 · 计算机科学 2023-04-21 Lina Putze , Lukas Westhofen , Tjark Koopmann , Eckard Böde , Christian Neurohr

In the automobile industry, ensuring the safety of automated vehicles equipped with the Automated Driving System (ADS) is becoming a significant focus due to the increasing development and deployment of automated driving. Automated driving…

系统与控制 · 电气工程与系统科学 2025-05-06 Milin Patel , Rolf Jung , Marzana Khatun

Although autonomous driving systems demonstrate high perception performance, they still face limitations when handling rare situations or complex road structures. Such road infrastructures are designed for human drivers, safety improvements…

计算机视觉与模式识别 · 计算机科学 2026-03-09 Kota Shimomura , Masaki Nambata , Atsuya Ishikawa , Ryota Mimura , Takayuki Kawabuchi , Takayoshi Yamashita , Koki Inoue

Ensuring the safety of autonomous vehicles (AVs) is of utmost importance and testing them in simulated environments is a safer option than conducting in-field operational tests. However, generating an exhaustive test suite to identify…

软件工程 · 计算机科学 2023-11-30 Neelofar , Aldeida Aleti

Ensuring the safety of road vehicles at an acceptable level requires the absence of any unreasonable risk arising from all potential hazards linked to the intended au-tomated driving function and its implementation. The assurance that there…

机器人学 · 计算机科学 2025-05-28 Christian Reichenbächer , Jochen Hipp , Oliver Bringmann

Recent studies reveal that Autonomous Vehicles (AVs) can be manipulated by hidden backdoors, causing them to perform harmful actions when activated by physical triggers. However, it is still unclear how these triggers can be activated while…

密码学与安全 · 计算机科学 2023-03-28 Wenqing Li , Yue Wang , Muhammad Shafique , Saif Eddin Jabari

Autonomous Vehicles (AVs) i.e., self-driving cars, operate in a safety critical domain, since errors in the autonomous driving software can lead to huge losses. Statistically, road intersections which are a part of the AVs operational…

机器人学 · 计算机科学 2022-05-06 Zaid Tahir , Rob Alexander

Intelligent mechanisms implemented in autonomous vehicles, such as proactive driving assist and collision alerts, reduce traffic accidents. However, verifying their correct functionality is difficult due to complex interactions with the…

With the level of automation increases in vehicles, such as conditional and highly automated vehicles (AVs), drivers are becoming increasingly out of the control loop, especially in unexpected driving scenarios. Although it might be not…

人机交互 · 计算机科学 2022-07-18 Lilit Avetisyan , Jackie Ayoub , Feng Zhou
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