Dynamic Cooperative Communications with Mutual Information Accumulation for Mobile Robots in Industrial Internet of Things

被引:0
|
作者
Sun, Daoyuan [1 ,2 ]
Liu, Zefan [2 ]
Zhang, Xinming [2 ]
机构
[1] Anhui Vocat & Tech Coll Ind & Trade, Dept Comp Informat Engn, Huainan 232007, Peoples R China
[2] Univ Sci & Technol China, Sch Comp Sci & Technol, Hefei 230027, Peoples R China
基金
中国国家自然科学基金;
关键词
cooperative communication; industrial Internet of Things; mobile robot; mutual information accumulation; rateless code; wireless sensor networks;
D O I
10.3390/s24134362
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Mobile robots play an important role in the industrial Internet of Things (IIoT); they need effective mutual communication between the cloud and themselves when they move in a factory. By using the sensor nodes existing in the IIoT environment as relays, mobile robots and the cloud can communicate through multiple hops. However, the mobility and delay sensitivity of mobile robots bring new challenges. In this paper, we propose a dynamic cooperative transmission algorithm with mutual information accumulation to cope with these two challenges. By using rateless coding, nodes can reduce the delay caused by retransmission under poor channel conditions. With the help of mutual information accumulation, nodes can accumulate information faster and reduce delay. We propose a two-step dynamic algorithm, which can obtain the current routing path with low time complexity. The simulation results show that our algorithm is better than the existing heuristic algorithm in terms of delay.
引用
收藏
页数:20
相关论文
共 50 条
  • [21] Cooperative Longterm SLAM for Navigating Mobile Robots in Industrial Applications
    Doerr, Stefan
    Basch, Paul
    Gruhler, Matthias
    Lopez, Felipe Garcia
    2016 IEEE INTERNATIONAL CONFERENCE ON MULTISENSOR FUSION AND INTEGRATION FOR INTELLIGENT SYSTEMS (MFI), 2016, : 297 - 303
  • [22] Analysis of Cooperative Industrial Task Execution by Mobile and Manipulator Robots
    Aliev, Khurshid
    Antonelli, Dario
    ADVANCES IN MANUFACTURING II, VOL 1 - SOLUTIONS FOR INDUSTRY 4.0, 2019, : 248 - 260
  • [23] Routing in cooperative wireless networks with mutual-information accumulation
    Draper, Stark C.
    Liu, Lingjia
    Molisch, Andreas F.
    Yedidia, Jonathan S.
    2008 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, PROCEEDINGS, VOLS 1-13, 2008, : 4272 - +
  • [24] A common core for information modeling in the Industrial Internet of Things
    Pfrommer, Julius
    Gruener, Sten
    Goldschmidt, Thomas
    Schulz, Dirk
    AT-AUTOMATISIERUNGSTECHNIK, 2016, 64 (09) : 729 - 741
  • [25] Semantic information processing for interoperability in the Industrial Internet of Things
    Yao, Shengshi
    Lu, Yanpeng
    Niu, Kai
    Dai, Jincheng
    Dong, Chao
    Zhang, Ping
    FUNDAMENTAL RESEARCH, 2024, 4 (01): : 8 - 12
  • [26] Spindle and workpiece information collecting for industrial internet of things
    Chen, Yuqing
    Guo, Ge
    Hu, Ying
    Ning, Bo
    Wang, Wenchao
    ICIC Express Letters, 2011, 5 (02): : 455 - 459
  • [27] Adaptive Scheduling of Robots in the Mixed Flow Workshop of Industrial Internet of Things
    Miao, Dejun
    Xu, Rongyan
    Dai, Yizong
    Chen, Jiusong
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (05) : 93 - 103
  • [28] Dynamic Clustering for Multicell Cooperative Processing in Mobile Communications
    Li, Wen
    Long, Hang
    Zheng, Kang
    Zhao, Hui
    Ma, Zhangchao
    PROCEEDINGS OF 2012 IEEE 14TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY, 2012, : 109 - 114
  • [29] A Mobile Cloud Based Scheduling Strategy for Industrial Internet of Things
    Tang, Chaogang
    Wei, Xianglin
    Xiao, Shuo
    Chen, Wei
    Fang, Weidong
    Zhang, Wuxiong
    Hao, Mingyang
    IEEE ACCESS, 2018, 6 : 7262 - 7275
  • [30] An Analytical Model for Deploying Mobile Sinks in Industrial Internet of Things
    Vahabi, Maryam
    Faragardi, Hamid Reza
    Fotouhi, Hossein
    2018 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE WORKSHOPS (WCNCW), 2018, : 155 - 160