Prescription of rhythmic patterns for legged locomotion

被引:0
|
作者
Zhijun Yang
Daqiang Zhang
Marlon V. Rocha
Priscila M. V. Lima
Mehmet Karamanoglu
Felipe M. G. França
机构
[1] Middlesex University,School of Science and Technology
[2] Tongji University,School of Software
[3] Federal University of Rio de Janeiro,Systems Engineering and Computer Science Program
[4] Federal University of Rio de Janeiro,Tércio Pacitti Institute
来源
关键词
Central pattern generator; Oscillatory building blocks; Legged locomotion; Parallel processing systems;
D O I
暂无
中图分类号
学科分类号
摘要
As the engine behind many life phenomena, motor information generated by the central nervous system plays a critical role in the activities of all animals. In this work, a novel, macroscopic and model-independent approach is presented for creating different patterns of coupled neural oscillations observed in biological central pattern generators (CPG) during the control of legged locomotion. Based on a simple distributed state machine, which consists of two nodes sharing pre-defined number of resources, the concept of oscillatory building blocks (OBBs) is summarised for the production of elaborated rhythmic patterns. Various types of OBBs can be designed to construct a motion joint of one degree of freedom with adjustable oscillatory frequencies and duty cycles. An OBB network can thus be potentially built to generate a full range of locomotion patterns of a legged animal with controlled transitions between different rhythmic patterns. It is shown that gait pattern transition can be achieved by simply changing a single parameter of an OBB module. Essentially, this simple mechanism allows for the consolidation of a methodology for the construction of artificial CPG architectures behaving as an asymmetric Hopfield neural network. Moreover, the proposed CPG model introduced here is amenable to analogue and/or digital circuit integration.
引用
收藏
页码:3587 / 3601
页数:14
相关论文
共 50 条
  • [41] Kinematics of sea star legged locomotion
    Ellers, Olaf
    Khoriaty, Melody
    Johnson, Amy S.
    JOURNAL OF EXPERIMENTAL BIOLOGY, 2021, 224 (22):
  • [42] Curve tracking control for legged locomotion
    Zhang, Fumin
    2007 AMERICAN CONTROL CONFERENCE, VOLS 1-13, 2007, : 1287 - 1292
  • [43] SPECIAL ISSUE ON LEGGED LOCOMOTION - FOREWARD
    RAIBERT, MH
    INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1990, 9 (02): : 2 - 3
  • [44] Impact forces in legged robot locomotion
    Bergés, P
    Bowling, A
    2005 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-4, 2005, : 3745 - 3751
  • [45] 3 USES FOR SPRINGS IN LEGGED LOCOMOTION
    ALEXANDER, RM
    INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1990, 9 (02): : 53 - 61
  • [46] Rhythmic Locomotion Control of Humanoid Robot
    Calderon, Carlos Antonio Acosta
    Elara, Mohan Rajesh
    Zhou, Changjiu
    MICAI 2008: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2008, 5317 : 626 - +
  • [47] An Efficient Paradigm for Feasibility Guarantees in Legged Locomotion
    Abdalla, Abdelrahman
    Focchi, Michele
    Orsolino, Romeo
    Semini, Claudio
    IEEE TRANSACTIONS ON ROBOTICS, 2023, 39 (05) : 3499 - 3515
  • [48] Biologically consistent model of legged locomotion gaits
    Shastri, S.V.
    Biological Cybernetics, 1997, 76 (06):
  • [49] A biologically consistent model of legged locomotion gaits
    S.V. Shastri
    Biological Cybernetics, 1997, 76 : 429 - 440
  • [50] Dynamically Diverse Legged Locomotion for Rough Terrain
    Byl, Katie
    Tedrake, Russ
    ICRA: 2009 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-7, 2009, : 3650 - +