Architecture Challenges for Intelligent Autonomous Machines

被引:5
|
作者
Behere, Sagar [1 ]
Asplund, Fredrik [1 ]
Soderberg, Andreas [1 ,2 ]
Torngren, Martin [1 ]
机构
[1] KTH Royal Inst Technol, Stockholm, Sweden
[2] SP Tech Res Inst, Boras, Sweden
来源
关键词
Autonomy; Architecture; Embedded systems;
D O I
10.1007/978-3-319-08338-4_120
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Machines are displaying a trend of increasing autonomy. This has a far reaching impact on the architectures of the embedded systems within the machine. The impact needs to be clearly understood and the main obstacles to autonomy need to be identified. The obstacles, especially from an industrial perspective, are not just technological but also relate to system aspects like certification, development processes and product safety. In this paper, we identify and discuss some of the main obstacles to autonomy from the viewpoint of technical specialists working on advanced industrial product development. The identified obstacles cover topics like world modeling, user interaction, complexity and system safety.
引用
收藏
页码:1669 / 1681
页数:13
相关论文
共 50 条
  • [31] Components for Smart Autonomous Ship Architecture Based on Intelligent Information Technology
    Im, Illkyun
    Shin, Dongryeol
    Jeong, Jongpil
    [J]. 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 : 91 - 98
  • [32] Connectivity for Autonomous Ships: Architecture, Use Cases, and Research Challenges
    Hoyhtya, Marko
    Huusko, Jyrki
    Kiviranta, Markku
    Solberg, Kenneth
    Rokka, Juha
    [J]. 2017 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC), 2017, : 345 - 350
  • [33] Agent-based architecture for intelligent semi-autonomous robots
    Graham, JH
    Kuhl, E
    Nida, J
    [J]. Proceedings of the ISCA 20th International Conference on Computers and Their Applications, 2005, : 484 - 487
  • [34] Collaboration-Enabled Intelligent Internet Architecture: Opportunities and Challenges
    Zhao, Yi
    Xu, Ke
    Chen, Jiahui
    Tan, Qi
    [J]. IEEE NETWORK, 2022, 36 (05): : 98 - 105
  • [35] Intelligent Architectures for Intelligent Machines
    Mutlu, Onur
    [J]. 2020 INTERNATIONAL SYMPOSIUM ON VLSI DESIGN, AUTOMATION AND TEST (VLSI-DAT), 2020,
  • [36] ARE MACHINES INTELLIGENT
    BOUVERESSE, J
    [J]. RECHERCHE, 1985, 16 (170): : 1126 - 1127
  • [37] INTELLIGENT MACHINES
    LARMAN, AC
    [J]. SCIENCE JOURNAL, 1971, 7 (01): : 28 - &
  • [38] INTELLIGENT MACHINES
    HOOVER, T
    [J]. OMNI, 1979, 2 (01) : 60 - &
  • [39] INTELLIGENT MACHINES
    REES, R
    [J]. ELECTRONICS & WIRELESS WORLD, 1986, 92 (1604): : 28 - 28
  • [40] INTELLIGENT MACHINES
    AUGIS, E
    [J]. OHIO JOURNAL OF SCIENCE, 1985, 85 (02) : 76 - 76