Driving Towards Safety: Open Challenges in Safeguarding CPS-IoT for Cooperative Intelligent Transportation System

被引:0
|
作者
Jo, Min Hee [1 ,2 ]
Schneider, Peter [1 ]
Vinel, Alexey [2 ]
机构
[1] Robert Bosch GmbH, Bosch Res, Renningen, Germany
[2] Karlsruhe Inst Technol KIT, Karlsruhe, Germany
关键词
DEPENDABILITY;
D O I
10.1109/IV55156.2024.10588542
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cooperative Intelligent Transportation System (C-ITS) is a prime example of Cyber-Physical System (CPS)-Internet of Things (IoT), in that the mechanics are combined with electronic, information technologies, and Vehicle-to-everything (V2X) communication. In that respect, C-ITS inherits the unique properties of CPS-IoT, known as open connectivity and runtime adaptivity. This means that C-ITS can change its behavior or structure at runtime, which creates unknowns and uncertainties during system development. Moreover, IT solutions, such as Artificial Intelligence (AI)/Machine Learning (ML), Open Source Software (OSS), and Commercial-off-the-shelf (COTS) components, are used in automotive systems to foster innovation. However, these solutions often lack the guarantees that are necessary for safety-relevant applications. All aspects considered, this paper identifies the gaps between industry and research by examining state-of-the-art safety standards and literature and analyzing the limitations in safeguarding C-ITS using the Shuttle2X project as an example.
引用
收藏
页码:1707 / 1714
页数:8
相关论文
共 11 条
  • [1] Invited: Towards Fully Intelligent Transportation through Infrastructure-Vehicle Cooperative Autonomous Driving: Challenges and Opportunities
    Liu, Shaoshan
    Yu, Bo
    Tang, Jie
    Zhu, Qi
    2021 58TH ACM/IEEE DESIGN AUTOMATION CONFERENCE (DAC), 2021, : 1323 - 1326
  • [2] Modelling of Intelligent Transportation System for Human Safety using IoT
    Vanitha, N. Suthanthira
    Karthikeyan, J.
    Kavitha, G.
    Radhika, K.
    MATERIALS TODAY-PROCEEDINGS, 2020, 33 : 4026 - 4029
  • [3] Enhancing Transportation Safety with Infrastructure Cooperative Autonomous Driving System
    Noh, Jinhong
    Jo, Yongwoo
    Kim, Jooyoung
    Min, Kyongwook
    INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2024, 25 (01) : 131 - 145
  • [4] Towards an Ontology-Based Approach to Safety Management in Cooperative Intelligent Transportation Systems
    Chen, DeJiu
    Asplund, Fredrik
    Ostberg, Kenneth
    Brezhniev, Eugene
    Kharchenko, Vyacheslav
    THEORY AND ENGINEERING OF COMPLEX SYSTEMS AND DEPENDABILITY, 2015, 365 : 107 - 115
  • [5] Overview of Intelligent Transportation System Safety Countermeasures for Wrong-Way Driving
    Hosseini, Parisa
    Jalayer, Mohammad
    Zhou, Huaguo
    Atiquzzaman, Md
    TRANSPORTATION RESEARCH RECORD, 2022, 2676 (03) : 243 - 257
  • [6] Towards Experimental Evaluation of Intelligent Transportation System Safety and Traffic Efficiency
    Ekedebe, Nnanna
    Lu, Chao
    Yu, Wei
    2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2015, : 3757 - 3762
  • [7] Towards Resilient and Secure Cooperative Behavior of Intelligent Transportation System Using Sensor Technologies
    Rehman, Amjad
    Haseeb, Khalid
    Saba, Tanzila
    Lloret, Jaime
    Ahmed, Zara
    IEEE SENSORS JOURNAL, 2022, 22 (07) : 7352 - 7360
  • [8] The use of Smartphones to assess the Feasibility of a Cooperative Intelligent Transportation Safety System based on Surrogate Measures of Safety
    Astarita, Vittorio
    Festa, Demetrio Carmine
    Giofre, Vincenzo Pasquale
    Guido, Giuseppe
    Vitale, Alessandro
    15TH INTERNATIONAL CONFERENCE ON MOBILE SYSTEMS AND PERVASIVE COMPUTING (MOBISPC 2018) / THE 13TH INTERNATIONAL CONFERENCE ON FUTURE NETWORKS AND COMMUNICATIONS (FNC-2018) / AFFILIATED WORKSHOPS, 2018, 134 : 427 - 432
  • [9] Modeling and Stability Analysis of an Extended Cooperative-Driving Car Following Model Based on Intelligent Transportation System
    Tang, Xinlai
    Wang, Meng
    Yang, Shuhong
    INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, 2012, 15 (09): : 3715 - 3719
  • [10] An Intelligent Predictive Analytics System for Transportation Analytics on Open Data Towards the Development of a Smart City
    Audu, Abdul-Rasheed A.
    Cuzzocrea, Alfredo
    Leung, Carson K.
    MacLeod, Keaton A.
    Ohin, Nibrasul, I
    Pulgar-Vidal, Nadege C.
    COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS (CISIS 2019), 2020, 993 : 224 - 236