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  • 标题:An Adaptive Fuzzy Control Approach for the Robust Tracking of a MEMS Gyroscope Sensor
  • 本地全文:下载
  • 作者:Juntao Fei ; Wanru Juan ; Tianhua Li
  • 期刊名称:International Journal of Advanced Robotic Systems
  • 印刷版ISSN:1729-8806
  • 电子版ISSN:1729-8814
  • 出版年度:2011
  • 卷号:8
  • DOI:10.5772/50905
  • 语种:English
  • 出版社:SAGE Publications
  • 摘要:In this paper, a direct adaptive fuzzy control using a supervisory compensator is designed for the robust tracking of a MEMS gyroscope sensor. The parameters of the membership functions are adjusted according to the designed adaptive law for the purpose of tracking a reference trajectory. A fuzzy controller that can approximate the unknown nonlinear function and compensate the system’s nonlinearities is incorporated into the adaptive control scheme in the Lyapunov framework. A supervisory compensator is adopted to guarantee the stability of the closed loop system. Numerical simulations for a MEMS angular velocity sensor are investigated in order to verify the effectiveness of the proposed adaptive fuzzy control scheme and show that the system using the designed fuzzy controller with a supervisory compensator has better tracking performance and robustness than that using only a fuzzy control without a supervisory compensator in the presence of external disturbances.
  • 关键词:Adaptive Fuzzy Control; Supervisory Compensator; Approximation Error
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