Collaborative Communication in Multi-robot Surveillance Based on Indoor Radio Mapping

被引:0
|
作者
Wu, Yunlong [1 ]
Zhang, Bo [1 ]
Yi, Xiaodong [1 ]
Tang, Yuhua [1 ]
机构
[1] Natl Univ Def Technol, Coll Comp, State Key Lab High Performance Comp, Changsha, Hunan, Peoples R China
来源
COLLABORATE COMPUTING: NETWORKING, APPLICATIONS AND WORKSHARING, COLLABORATECOM 2016 | 2017年 / 201卷
关键词
Multi-robot collaboration; Joint frequency-rate communication strategies; Relays; Wireless channel modeling; MOBILITY; SYSTEMS;
D O I
10.1007/978-3-319-59288-6_19
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper considers a scenario where multiple sensing robots are deployed to monitor the indoor environments, and transmit the monitored data to the base station. In order to ensure favorable surveillance quality, we aim at achieving a high throughput for the multi-robot system. We firstly establish the stochastic wireless channel model and derive the expression of the throughput. Then, we propose the non-collaborative and collaborative communication strategies, both adopting the joint frequency-rate adaptation based on the stochastic channel model. The experimental results have shown that the throughput can be largely improved with the collaboration between robots. Furthermore, considering our surveillance scenario is approximate time-invariant (ATI), we propose the joint frequency-rate communication strategies based on proactive channel measurements, and the effectiveness of the strategies is validated by experimental results.
引用
收藏
页码:211 / 220
页数:10
相关论文
共 50 条
  • [1] A Multi-agent Architecture for Multi-robot Surveillance
    Vallejo, David
    Remagnino, Paolo
    Monekosso, Dorothy N.
    Jimenez, Luis
    Gonzalez, Carlos
    COMPUTATIONAL COLLECTIVE INTELLIGENCE: SEMANTIC WEB, SOCIAL NETWORKS AND MULTIAGENT SYSTEMS, 2009, 5796 : 266 - +
  • [2] Global Planning for Multi-Robot Communication Networks in Complex Environments
    Kantaros, Yiannis
    Zavlanos, Michael M.
    IEEE TRANSACTIONS ON ROBOTICS, 2016, 32 (05) : 1045 - 1061
  • [3] A Multi-Robot Collaborative Monocular SLAM Based on Semi-Direct Method
    Zhao, Yun
    Ma, Xianghua
    Ye, Yinzhong
    2022 PROGNOSTICS AND HEALTH MANAGEMENT CONFERENCE, PHM-LONDON 2022, 2022, : 473 - 477
  • [4] A Distributed Control Architecture for Collaborative Multi-Robot Task Allocation
    Blankenburg, Janelle
    Banisetty, Santosh Balajee
    Alinodehi, S. Pourya Hoseini
    Fraser, Luke
    Feil-Seifer, David
    Nicolescu, Monica
    Nicolescu, Mircea
    2017 IEEE-RAS 17TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTICS (HUMANOIDS), 2017, : 585 - 592
  • [5] Optimizing multi-robot communication under bandwidth constraints
    Marcotte, Ryan J.
    Wang, Xipeng
    Mehta, Dhanvin
    Olson, Edwin
    AUTONOMOUS ROBOTS, 2020, 44 (01) : 43 - 55
  • [6] Study of a Multi-Robot Collaborative Task through Reinforcement Learning
    Pereda, Juan
    Martin-Ortiz, Manuel
    de Lope, Javier
    de la Paz, Felix
    FOUNDATIONS ON NATURAL AND ARTIFICIAL COMPUTATION: 4TH INTERNATIONAL WORK-CONFERENCE ON THE INTERPLAY BETWEEN NATURAL AND ARTIFICIAL COMPUTATION, IWINAC 2011, PART I, 2011, 6686 : 185 - 191
  • [7] Multi-robot Deployment From LTL Specifications with Reduced Communication
    Kloetzer, Marius
    Ding, Xu Chu
    Belta, Calin
    2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 4867 - 4872
  • [8] Multi-Robot Coordination in Complex Environment with Task and Communication Constraints
    Liu, Yabo
    Yang, Jianhua
    Zheng, Yao
    Wu, Zhaohui
    Yao, Min
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2013, 10
  • [9] A self-adaptive network for multi-robot warehouse communication
    Varma, Ashwini Kumar
    Karjee, Jyotirmoy
    Mitra, Debjani
    Rath, Hemant Kumar
    Pal, Arpan
    COMPUTING, 2021, 103 (02) : 333 - 356
  • [10] Multi-robot geometric task-and-motion planning for collaborative manipulation tasks
    Hejia Zhang
    Shao-Hung Chan
    Jie Zhong
    Jiaoyang Li
    Peter Kolapo
    Sven Koenig
    Zach Agioutantis
    Steven Schafrik
    Stefanos Nikolaidis
    Autonomous Robots, 2023, 47 : 1537 - 1558