Closed-Loop Motion Control of Robotic Swarms - A Tether-Based Strategy

被引:5
|
作者
Eshaghi, Kasra [1 ]
Rogers, Andrew [1 ]
Nejat, Goldie [1 ]
Benhabib, Beno [1 ]
机构
[1] Univ Toronto, Dept Mech & Ind Engn, Toronto, ON M5S 3G8, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Sensors; Robot sensing systems; Location awareness; Robot kinematics; Task analysis; Planning; Switches; Dynamic sensors; localization; motion control; point-to-point swarm motion paths; robotic swarms; COOPERATIVE LOCALIZATION; MULTIROBOT LOCALIZATION; ENVIRONMENTS; ALGORITHM; DESIGN; LEADER;
D O I
10.1109/TRO.2022.3181055
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Swarm robots can achieve effective task execution via closed-loop motion control. However, such a goal can only be realized through accurate localization of the swarm. Past approaches have focused on addressing this issue using external sensors, static sensor networks, or through active localization-requirements that may restrict the motion of the swarm or may not be achievable in practice. We present a tether-based strategy that achieves closed-loop swarm-motion control by using a secondary team of mobile sensors. These sensors form a wireless tether that allows the swarm to indirectly sense a home base or a landmark, and to compensate for the accumulated motion errors via a closed-loop control strategy. The proposed strategy is the first to use a tether of mobile sensors that can dynamically reshape and reconnect to various points in the environment to achieve closed-loop motion control. The novelty of the strategy is in its ability to adapt to any swarm motion considered, and to be applied to swarms with limited sensing capabilities and knowledge of their environment. The performance of the proposed strategy was validated through extensive experiments.
引用
收藏
页码:3564 / 3581
页数:18
相关论文
共 50 条
  • [1] Benchmarking Tether-based UAV Motion Primitives
    Xiao, Xuesu
    Dufek, Jan
    Murphy, Robin
    2019 IEEE INTERNATIONAL SYMPOSIUM ON SAFETY, SECURITY, AND RESCUE ROBOTICS (SSRR), 2019, : 50 - 55
  • [2] A MICROCONTROLLER FOR CLOSED-LOOP MOTION CONTROL
    DALAY, BS
    PARKIN, RM
    MICROPROCESSORS AND MICROSYSTEMS, 1991, 15 (09) : 473 - 480
  • [3] Learning of Closed-Loop Motion Control
    Farshidian, Farbod
    Neunert, Michael
    Buchli, Jonas
    2014 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2014), 2014, : 1441 - 1446
  • [4] AER-based robotic closed-loop control system
    Jimenez-Fernandez, A.
    Paz-Vicente, R.
    Rivas, A.
    Linares-Barranco, A.
    Jimenez, G.
    Civit, A.
    PROCEEDINGS OF 2008 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-10, 2008, : 1044 - 1047
  • [5] Closed-Loop Control of the Orbit Evolution of "Smart Dust" Swarms
    Xu, Ming
    McInnes, Colin R.
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2017, 40 (07) : 1806 - 1814
  • [6] Research on FPGA Based Closed-loop Motion Control System
    Chen, Zongmin
    Yuan, Sannan
    FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE II, PTS 1-6, 2012, 121-126 : 4613 - +
  • [7] Closed-loop identification for motion control system
    Zhou, Lei
    Li, Jiangang
    Sheng, Jun
    Cao, Jun
    Li, Zexiang
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 477 - 480
  • [8] Implementation of optimal closed-loop control strategy
    Balashevich, NV
    2002 IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER AIDED CONTROL SYSTEM DESIGN PROCEEDINGS, 2002, : 181 - 186
  • [9] Development of closed-loop control of robotic welding processes
    Steele, JPH
    Mnich, C
    Debrunner, C
    Vincent, T
    Liu, S
    INDUSTRIAL ROBOT-THE INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH AND APPLICATION, 2005, 32 (04): : 350 - 355
  • [10] Hybrid closed-loop control of robotic hand regrasping
    Schlegl, T
    Buss, M
    1998 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-4, 1998, : 3026 - 3031