Distributed Range-based Localization for Swarm Robot Systems using Sensor-fusion Technique

被引:4
|
作者
Inoue, Daisuke [1 ]
Murai, Daisuke [1 ]
Ikuta, Yasuhiro [1 ]
Yoshida, Hiroaki [1 ]
机构
[1] Toyota Cent Res & Dev Labs Inc, Nagakute, Aichi, Japan
关键词
Network Localization; Swarm Robotics; Sensor Fusion; ALGORITHM;
D O I
10.5220/0007258800130022
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Herein, we present a localization method for swarm robot systems that relies solely on measured distances from surrounding robots. Using the sensor fusion technique, an exteroceptive estimation method based on the measured distance is dynamically coupled with a simple proprioceptive estimation that uses a robot's own dynamical properties. Our method strictly preserves the locality of algorithm. The results of numerical simulations for several scenarios show that our proposed method is more accurate that conventional methods.
引用
收藏
页码:13 / 22
页数:10
相关论文
共 50 条
  • [31] Low-overhead Range-based 3D Localization Technique for Underwater Sensor Networks
    Uddin, Md Yusuf Sarwar
    2016 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2016,
  • [32] Sensor-Fusion Walking-in-Place Interaction Technique using Mobile Devices
    Kim, Ji-Sun
    Gracanin, Denis
    Quek, Francis
    IEEE VIRTUAL REALITY CONFERENCE 2012 PROCEEDINGS, 2012, : 39 - 42
  • [33] Range-Based Coordinate Alignment for Cooperative Mobile Sensor Network Localization
    You, Keyou
    Chen, Qizhu
    Xie, Pei
    Song, Shiji
    IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2020, 7 (03): : 1379 - 1390
  • [34] Range-based localization with the concept of virtual boundary for wireless sensor networks
    Alasiry, Ali Husein
    Ohyama, Shinji
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2012, 33 (08): : 1697 - 1707
  • [35] Eliminating flip ambiguity for range-based localization in wireless sensor networks
    Jin, Lin
    Yan, Changhong
    Journal of Computational Information Systems, 2015, 11 (03): : 849 - 856
  • [36] Range-Based Localization for Sparse 3-D Sensor Networks
    Liu, Xuan
    Yin, Jiangjin
    Zhang, Shigeng
    Ding, Bo
    Guo, Song
    Wang, Kun
    IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (01): : 753 - 764
  • [37] Poster Abstract: Range-Based Localization in Sensor Networks: Localizability and Accuracy
    Heng, Liang
    Gao, Grace Xingxin
    2013 ACM/IEEE INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS (IPSN), 2013, : 329 - 330
  • [38] Research of Range-based Synergetic Localization Algorithm in Wireless Sensor Networks
    Xiao, Jun
    Chen, Hong
    Zhang, Shi
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 2040 - 2044
  • [39] Range sensor-based robot localization using neural network
    Choi, Won-Seok
    Oh, Se-Young
    2007 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-6, 2007, : 1983 - 1987
  • [40] Range-based relative localization using a fixed number of measurements
    Lin Zhang
    Li Yu
    Intelligent Service Robotics, 2019, 12 : 69 - 86