DONG Wei, WANG Ru-bin, ZHANG Zhi-kang. Exploring Human Rhythmic Gait Movement in the Role of Cerebral Cortex Signal[J]. Applied Mathematics and Mechanics, 2011, 32(2): 213-220. doi: 10.3879/j.issn.1000-0887.2011.02.009
Citation: DONG Wei, WANG Ru-bin, ZHANG Zhi-kang. Exploring Human Rhythmic Gait Movement in the Role of Cerebral Cortex Signal[J]. Applied Mathematics and Mechanics, 2011, 32(2): 213-220. doi: 10.3879/j.issn.1000-0887.2011.02.009

Exploring Human Rhythmic Gait Movement in the Role of Cerebral Cortex Signal

doi: 10.3879/j.issn.1000-0887.2011.02.009
  • Received Date: 2010-06-26
  • Rev Recd Date: 2010-12-31
  • Publish Date: 2011-02-15
  • The rhythmic movement was a spontaneous behavior generated by central pattern generator (CPG). At present,the CPG model only showed the spontaneous behavior,it did not refer to the instruction regulation role of cerebral cortex. A revised model based on Matsuoka Neural oscillator theory was presented to better show the regulation role of cerebral cortex signal to CPG neuronal network. The complex interaction between input signal and other parameters in CPG network was established,making the every parameter of CPG itself vary with the input signal. It enhanced the effect of input signal to CPG network to make the CPG network express the self-regulation movement state instead of being limited to the spontaneous behavior,reflecting the regulation role of cerebral cortex signal. The numerical simulation showed that the revised model could generate various movement forms with different modes and frequencies,and their interchanges. It was theoretically revealed that the cerebral cortex signal could regulate the mode and frequency of gait in the course of gait movement.
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  • [1]
    Brown T G. The intrinsic factors in the act of progression in the mammal[J].Proceedings of the Royal Society of London. Series B, Containing Papers of a Biological Character, 1911, 84:308-319. doi: 10.1098/rspb.1911.0077
    [2]
    Grillner S. Some aspects on the descending control of the spinal circuits generating locomotor movements[C]Herman R M, Grillner S, Stein P, Stuart D. Proceedings of an International Conference on Neural Control of Locomotion, Advances in Behavioral Biology. New York: Plenum, 1976:77-82.
    [3]
    Kiehn O, Butt S J. Physiological, anatomical and genetic identification of CPG neurons in the developing mammalian spinal cord[J]. Prog Neurobiol, 2003,70(4):347-361. doi: 10.1016/S0301-0082(03)00091-1
    [4]
    Choi J T, Bastian A J. Adaptation reveals independent control networks for human walking[J]. Nature Neuroscience, 2007, 10:1055-1062. doi: 10.1038/nn1930
    [5]
    Gerasimenko Y P, Makarovskii A N, Nikitin O A. Control of locomotor activity in humans and animals in the absence of supraspinal influences[J]. Neurosci Behav Physiol, 2002, 32(4): 417-423. doi: 10.1023/A:1015836428932
    [6]
    ZHANG Ding-guo, ZHU Kuan-yi, ZHENG Hang. Model the leg cycling movement with neural oscillator[C]Piscataway N J. IEEE International Conference on Systems, Man and Cybern. 1.Netherlands: IEEE, 2004: 740-744.
    [7]
    Warrick H, Cohen A H. Serotonin modulates the central pattern generator for locomotion in the isolated lamprey spinal cord[J]. Biol,1985, 116: 27-46.
    [8]
    ZHANG Ding-guo, ZHU Kuan-yi. Modeling biological motor control for human locomotion with function electrical stimulation[J]. Biol Cybern, 2007, 96(1): 79-97. doi: 10.1007/s00422-006-0107-3
    [9]
    Marder E, Bucher D. Central pattern generators and the control of rhythmic movements[J]. Current Biology, 2001, 11(23): 986-996. doi: 10.1016/S0960-9822(01)00581-4
    [10]
    Zehr E P, Fujita K, Stein R B. Regulation of arm and leg movement during human locomotion[J]. The Neuroscientist, 2004, 10(4):347-361. doi: 10.1177/1073858404264680
    [11]
    Matsuoka K. Mechanisms of frequency and pattern control in the neural rhythm generators[J]. Biol Cybern, 1987, 56(5/6): 345-353. doi: 10.1007/BF00319514
    [12]
    Ijspeert Auke J, Kodjabachian J. Evolution and development of a central pattern generator for the swimming of a lamprey[J]. Artificial Life, 1999, 3(5):247-269.
    [13]
    Dutra M S, de Filho P A C,Romano V F. Modeling of a bipedal locomotor using coupled nonlinear oscillators of van der Pol[J]. Biol Cybern, 2003, 88(4): 286-292. doi: 10.1007/s00422-002-0380-8
    [14]
    王如彬,张志康,谢智刚. 关于脑信号传输的神经动力学分析[J]. 应用数学和力学, 2009, 30(11):1327-1340.(WANG Ru-bin, ZHANG Zhi-kang, Chi K Tse.Neurodynamics analysis of brain information transmission[J].Applied Mathematics and Mechanics(English Edition), 2009, 30(11): 1415-1428.)
    [15]
    张健鹏,王如彬. 基于被动力学的昆虫运动动力学建模与分析[J].力学季刊, 2009, 30(1):39-43.(ZHANG Jian-peng,WANG Ru-bing. Modeling and dynamic analysis of insect locomotion based on passive dynamic[J]. Chinese Quarterly of Mechanics, 2009, 30(1):39-43.(in Chinese))
    [16]
    ZHANG Zhi-kang, WANG Ru-bin, Yasuda K. On joint stationary probability dendity function of nonlinear dynamic systems[J].Acta Mechanica, 1998,130(1/2): 29-39. doi: 10.1007/BF01187041
    [17]
    WANG Ru-bin, Kusumoto S. A new equivalent non-linearization technique[J]. Probabilistic Engineering Mechanics, 1996, 11(3): 129-137. doi: 10.1016/0266-8920(96)00001-X
    [18]
    ZHANG Ding-guo, ZHU Kuan-yi. Computer simulation study on central pattern generator: from biology to engineering[J]. International Journal of Neural System, 2006, 16(6):405-422. doi: 10.1142/S0129065706000810
    [19]
    董玮,王如彬,沈恩华, 张志康.节律性步态运动中CPG对肌肉的控制模式的仿真研究[J].动力学与控制学报,2008,6(4):327-331.(DONG Wei, WANG Ru-bin, SHEN En-hua,ZHANG Zhi-kang.The simulation study on the pattern of muscles controlled by CPG in rhythm gait movement[J]. Journal of Dynamics and Control, 2008, 6(4):327-331.(in Chinese ))
    [20]
    Todorov E.Cosine tuning minimizes motor errors[J]. Neural Computation, 2002, 14(6): 1233-1260. doi: 10.1162/089976602753712918
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