Gait Motion Planning for a Six Legged Robot Based on the Associatron

被引:3
作者
Ishikawa, Tomo [1 ]
Makino, Koji [2 ]
Imani, Junya [1 ]
Ohyama, Yasuhiro [1 ]
机构
[1] Tokyo Univ Technol, Grad Sch Bion Comp & Media Sci, 1404-1 Katakura, Hachioji, Tokyo 1920982, Japan
[2] Univ Yamanashi, Grad Sch Med & Engn, Kofu, Yamanashi 4008511, Japan
关键词
associatron; gait motion; six legged robot;
D O I
10.20965/jaciii.2014.p0135
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This research addresses a gait motion planning problem for a six-legged robot walking on an irregular field. In this proposal, we used a simplified neural network model called an Associatron that recalls total motion patterns sequentially from partial information. The Associatron is used here because it is more effective and adaptable than conventional methods. Using the proposed method, the robot is expected to walk in unknown fields. After verifying planning using an Open Dynamics Engine (ODE) by using simulations, we found that memorized patterns are recalled from developed patterns. We then conducted experiments using a real developed robot. Experiment results show that, when using the proposed planning method, the robot selects suitable gait motion patterns in the presence of an obstacle.
引用
收藏
页码:135 / 139
页数:5
相关论文
共 11 条
  • [1] Habib Maki K, 2007, BIOINSPIRATION ROBOT
  • [2] Huang Q. J, 2002, J ROBOTICS MECH, V14, P324
  • [3] Ishikawa M., 1988, P SOC PHOTOOPT INSTR, V963, P527
  • [4] Ishikawa T., 2013, P 9 CHIN JAP INT WOR, P89
  • [5] Iwasaki M., 2000, Transactions of the Institute of Electrical Engineers of Japan, Part C, V120-C, P1467
  • [6] Kanagawa A., 1996, IEICE T FUND ELECTR, VE79-A, P1658
  • [7] Entropy based associative memory
    Nakagawa, M
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2006, E89A (04): : 895 - 901
  • [8] ASSOCIATRON - MODEL OF ASSOCIATIVE MEMORY
    NAKANO, K
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1972, SMC2 (03): : 380 - +
  • [9] Sakai M, 2013, PROCEEDINGS OF THE EIGHTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS (AROB 18TH '13), P420
  • [10] Self-Organizing Incremental Associative Memory-Based Robot Navigation
    Tangruamsub, Sirinart
    Kawewong, Aram
    Tsuboyama, Manabu
    Hasegawa, Osamu
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2012, E95D (10) : 2415 - 2425