A Versatile Vision-Pheromone-Communication Platform for Swarm Robotics

被引:5
|
作者
Liu, Tian [1 ]
Sun, Xuelong [1 ]
Hu, Cheng [1 ,2 ]
Fu, Qinbing [1 ,2 ]
Yue, Shigang [1 ,2 ]
机构
[1] Univ Lincoln, Computat Intelligence Lab, Lincoln Ctr Autonomous Syst, Sch Comp Sci, Lincoln LN6 7TS, England
[2] Guangzhou Univ, Machine Life & Intelligence Res Ctr, Sch Mech & Elect Engn, Guangzhou 510006, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
NEURAL-NETWORK;
D O I
10.1109/ICRA48506.2021.9561911
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes a versatile platform for swarm robotics research. It integrates multiple pheromone communication with a dynamic visual scene along with real time data transmission and localization of multiple-robots. The platform has been built for inquiries into social insect behavior and bio-robotics. By introducing a new research scheme to coordinate olfactory and visual cues, it not only complements current swarm robotics platforms which focus only on pheromone communications by adding visual interaction, but also may fill an important gap in closing the loop from bio-robotics to neuroscience. We have built a controllable dynamic visual environment based on our previously developed ColCOS Phi (a multi-pheromones platform) by enclosing the arena with LED panels and interacting with the micro mobile robots with a visual sensor. In addition, a wireless communication system has been developed to allow transmission of real-time bi-directional data between multiple micro robot agents and a PC host. A case study combining concepts from the internet of vehicles (IoV) and insect-vision inspired model has been undertaken to verify the applicability of the presented platform, and to investigate how complex scenarios can be facilitated by making use of this platform.
引用
收藏
页码:7261 / 7266
页数:6
相关论文
共 50 条
  • [21] Evaluation of a Communication Platform for Safety Critical Robotics
    Cunha, Frederico M.
    Braga, Rodrigo A. M.
    Reis, Luis P.
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, PT II, 2010, 6114 : 239 - 246
  • [22] Pheeno, A Versatile Swarm Robotic Research and Education Platform
    Wilson, Sean
    Gameros, Ruben
    Sheely, Michael
    Lin, Matthew
    Dover, Kathryn
    Gevorkyan, Robert
    Haberland, Matt
    Bertozzi, Andrea
    Berman, Spring
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2016, 1 (02): : 884 - 891
  • [23] Open source machine vision platform for manufacturing and robotics
    Raileanu, Silviu
    Borangiu, Theodor
    Anton, Florin
    Anton, Silvia
    IFAC PAPERSONLINE, 2021, 54 (01): : 522 - 527
  • [24] A General-Purpose Hardware Robotic Platform for Swarm Robotics
    Moustafa, Nureddin
    Galvez, Akemi
    Iglesias, Andres
    INTELLIGENT DISTRIBUTED COMPUTING XII, 2018, 798 : 259 - 271
  • [25] Micromanipulation, communication and swarm intelligence issues in a swarm microrobotic platform
    Valdastri, P.
    Corradi, P.
    Menciassi, A.
    Schmickl, T.
    Crailsheim, K.
    Seyfried, J.
    Dario, P.
    ROBOTICS AND AUTONOMOUS SYSTEMS, 2006, 54 (10) : 789 - 804
  • [26] Reconfigurable Platform for Versatile Generation of Communication Signals
    Visan, Daniel Alexandru
    Jurian, Mariana
    Lita, Ioan
    Cioc, Ion Bogdan
    2009 32ND INTERNATIONAL SPRING SEMINAR ON ELECTRONICS TECHNOLOGY, 2009, : 233 - 236
  • [27] Swarm Foraging Under Communication and Vision Uncertainties
    Obute, Simon O.
    Kilby, Philip
    Dogar, Mehmet R.
    Boyle, Jordan H.
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 19 (03) : 1446 - 1457
  • [28] Pheromone communication: Implementation of necrophoric bee behaviour in a robot swarm
    Purnamadjaja, AH
    Russell, RA
    2004 IEEE CONFERENCE ON ROBOTICS, AUTOMATION AND MECHATRONICS, VOLS 1 AND 2, 2004, : 638 - 643
  • [29] Communication in a swarm of miniature robots: The e-Puck as an educational tool for swarm robotics
    Cianci, Christopher M.
    Raemy, Xavier
    Pugh, Jim
    Martinoli, Alcherio
    SWARM ROBOTICS, 2007, 4433 : 103 - +
  • [30] Omnidirectional optical communication system designed for underwater swarm robotics
    Zhang, Hao
    Gao, Yunhai
    Tong, Zhijian
    Yang, Xingqi
    Zhang, Yufan
    Zhang, Chao
    Xu, Jing
    OPTICS EXPRESS, 2023, 31 (11) : 18630 - 18644