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基于Terminal滑模的Hindmarsh-Rose神经元放电同步控制 被引量：3

Unidirectional Synchronization for Hindmarsh-Rose Neurons via Terminal Sliding Mode Control
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摘要 基于Terminal滑模控制方法,实现了单向耦合HindmarshRose神经元之间的同步控制.仿真结果表明,该控制策略不但可完成神经元内部参数变化而导致不同放电状态的同步控制,还可完成由于外部干扰导致不同放电状态的同步控制,并证明了该控制策略的有效性. Unidirectional synchronization for neurons via terminal sliding mode control was realized. Simulation made us know that desynchronized neurons because of parameters changing or external disturbance can be changed into synchronized neurons by this control method. The simulation experiments prove the feasibility and the validity of this control method.
作者 王海洋 王江 李红利 陈颖源 王延权
机构地区 天津大学电气与自动化工程学院 白城师范学院机械电子工程系
出处 《吉林大学学报（理学版）》 CAS CSCD 北大核心 2011年第6期1087-1094,共8页 Journal of Jilin University:Science Edition
基金 国家自然科学基金重点项目(批准号:50537030) 国家自然科学基金(批准号:30672716) 国家自然科学基金青年基金(批准号:50707020 50907044 60901035) 中国博士后科学基金(批准号:20070410756 200801212 20080430731 2008043)
关键词 HR神经元 同步控制 TERMINAL滑模控制 滑模面 Hindmarsh-Rose neuron synchronization control terminal sliding mode control sliding surface
分类号 TP18 [自动化与计算机技术—控制理论与控制工程]
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参考文献22

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同被引文献18

  • 1毛更生.帕金森病的治疗现状[J].中国农村医学杂志,2005,3(4):5-7. 被引量：1
  • 2黄冬民.基于比例UKF的神经网络及其应用[J].计算机工程与应用,2007,43(24):69-71. 被引量：2
  • 3邓斌,王江.基于混沌同步与自适应控制的神经元模型参数估计[J].山东大学学报（工学版）,2007,37(5):19-23. 被引量：3
  • 4FARZIN PILTAN,SOBHAN SIAMAK,MOHAMMAD AMIN BAIRAMI,et al.Gradient Descent Optimal Chattering Free Sliding Mode Fuzzy Control Design:Lyapunov Approach[J] .International Journal of Advanced Science and Technology, 2012 (45):73-77.
  • 5SOLTANPOUR M R.Sliding Mode Robust Control of Robot Manipulator in the Task Space by Support of Feedback Linearization and BackStepping Control[J] .World Applied Sciences Journal,2009,6(1):70-76.
  • 6XIA Yuanqing,FU Mengyin,SHI Peng,et al.Adaptive Backstepping Controller Design for Stochastic Jump Systems[J] .IEEE Transactions on Automatic Control,2010,54(12):2853-2859.
  • 7FARZIN PILTAN,ATEFEH GAVAHIAN,NASRI SULAIMAN,et al.Novel Sliding Mode Controller for Robot Manipulator Using FPGA[J] .Journal of Advanced Science and Engineering Research,2011,1(1):1-22.
  • 8NASSER SADATI,RASOUL GHADAMI.Adaptive Multi-Model Sliding Mode Control of Robotic Manipulators Using Soft Computing[J] .Neurocomputing,2008,71(13/15):2702-2710.
  • 9QU Zhihua,DARREN M DAWSON.Robust Tracking Control of Robot Manipulators[M] .New York:IEEE Press,1996.
  • 10CHEN Naijian,SONG Fangzhen,LI Guoping,et al.An Adaptive Sliding Mode Backstepping Control for the Mobile Manipulator with Nonholonomic Constraints[J] .Commun Nonlinear Sci Nuner Simulat,2013,18(10):2885-2899.

引证文献3

二级引证文献5

吉林大学学报（理学版）
2011年 第6期

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