Cognitive response navigation algorithm for mobile robots using biological antennas

被引:2
作者
Jiang, Jiliang
Tu, Dawei [1 ]
Xu, Shuo
Zhao, Qijie
机构
[1] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200072, Peoples R China
关键词
Bug algorithm; Autonomous navigation; Mobile robot; Biological antenna; Cognition; Bionics; STRATEGIES; AUTOMATON;
D O I
10.1017/S0263574713000970
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
We present BioBug, a bionic cognitive response navigation algorithm for mobile robots based on neuroethology principles. It includes a biological antenna model for environment perception and an improved Bug algorithm for motion planning and control. The biological antenna model delineates the interested sensing areas, and thus decreases the computational burden. Then, this obtained environment stimulation is responded to generate the corresponding walking behavior according to BioBug. Simulations and experiments have been carried out in different conditions of obstacle density and boundary shape through algorithm comparisons. Compared with the competitors, BioBug is characterized by not only a smaller path length, but also shorter time for obstacle escape. The results demonstrate the practicality, environment robustness, and obstacle avoidance efficiency of the algorithm.
引用
收藏
页码:743 / 756
页数:14
相关论文
共 24 条
  • [21] Insect-Like Mapless Navigation Based on Head Direction Cells and Contextual Learning Using Chemo-Visual Sensors
    Mathews, Zenon
    Lechon, Miguel
    Blanco Calvo, J. M.
    Dhir, Anant
    Duff, Armin
    Bermudez i Badia, Sergi
    Verschure, Paul F. M. J.
    [J]. 2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, 2009, : 2243 - 2250
  • [22] Noborio H, 2000, 2000 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2000), VOLS 1-3, PROCEEDINGS, P909, DOI 10.1109/IROS.2000.893135
  • [23] MRBUG: A competitive multi-robot path finding algorithm
    Sarid, Shahar
    Shapiro, Amir
    Gabriely, Yoav
    [J]. PROCEEDINGS OF THE 2007 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-10, 2007, : 877 - 882
  • [24] Adaptive behavior navigation of a mobile robot
    Zalama, E
    Gómez, J
    Paul, M
    Perán, JR
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2002, 32 (01): : 160 - 169