Artificial immune-network based autonomous mobile robots navigation and coordination

被引:0
|
作者
Duan, QJ [1 ]
Wang, RX [1 ]
机构
[1] Northwestern Polytech Univ, Xian 710072, Peoples R China
关键词
artificial immune-network; multi autonomous robots system; synthesized immune networks;
D O I
10.1117/12.664670
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Based on the analogies between multi autonomous robots system (MARS) and immune system, a synthesized immune network is proposed, and used to solve the navigation and coordination problem on MARS. Individual robot was regarded as small-scaled immune networks (SN). Task was regarded as antigen, and behavior tactics were deemed to the antibodies respectively. Behavior tactic to a robot sensor was taken as B cell. Navigation and coordination problem is transformed into the interaction mechanism among antibody, antigen and small-scaled immune networks. The pursuit problem was used to validate the hypothesis. Simulation results suggest that the proposal is promising.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] Error control navigation codes for autonomous mobile robots
    Cord, T
    Lazic, DE
    INES'97 : 1997 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT ENGINEERING SYSTEMS, PROCEEDINGS, 1997, : 141 - 146
  • [42] Autonomous Navigation by Mobile Robots in Human Environments: A Survey
    Cheng, Jiyu
    Cheng, Hu
    Meng, Max Q. -H.
    Zhang, Hong
    2018 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2018, : 1981 - 1986
  • [43] Social Cues in the Autonomous Navigation of Indoor Mobile Robots
    Reddy, Arun Kumar
    Malviya, Vaibhav
    Kala, Rahul
    INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS, 2021, 13 (06) : 1335 - 1358
  • [44] WiFi Localization and Navigation for Autonomous Indoor Mobile Robots
    Biswas, Joydeep
    Veloso, Manuela
    2010 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2010, : 4379 - 4384
  • [45] Semantic Trajectory Applied to the Navigation of Autonomous Mobile Robots
    Siqueira, Fernando de Lucca
    Plentz, Patricia Della Mea
    De Pieri, Edson Roberto
    2016 IEEE/ACS 13TH INTERNATIONAL CONFERENCE OF COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2016,
  • [46] Artificial Neural Network based Mobile Robot Navigation
    Engedy, Istvan
    Horvath, Gabor
    WISP 2009: 6TH IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING, PROCEEDINGS, 2009, : 241 - 246
  • [47] Angle-based neuro-fuzzy navigation for autonomous mobile robots
    Hosokawa, Shu
    Kato, Joji
    Nakano, Kazushi
    Sakurama, Kazunori
    PROCEEDINGS OF THE SIXTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS (AROB 16TH '11), 2011, : 66 - 69
  • [48] Research on autonomous navigation of mobile robots based on IA-DWA algorithm
    He, Quanling
    Wang, Zongyan
    Li, Kun
    Zhang, Yuting
    Li, Menglong
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [49] Hybrid Navigation System Based Autonomous Positioning and Path Planning for Mobile Robots
    Shuzhan Shentu
    Zhao Gong
    Xin-Jun Liu
    Quan Liu
    Fugui Xie
    Chinese Journal of Mechanical Engineering, 2022, 35 (05) : 235 - 247
  • [50] Incremental Learning for Autonomous Navigation of Mobile Robots based on Deep Reinforcement Learning
    Manh Luong
    Cuong Pham
    Journal of Intelligent & Robotic Systems, 2021, 101