@inproceedings{3643a4a74cbe4e629f6ae639f47fe162,
title = "An active vibration isolation method based on CMAC network",
abstract = "Considering the nonlinearities in active vibration isolation system and the deficiencies of existing control methods, a novel method based on CMAC neural network is proposed. In the control structure, the CMAC network is adopted as controller, and the filtered-X concept is extended for use with the controller parameters update; a MLP network with taped line input is used to model the secondary path off line, thus parameters of the MLP network are combined with the error signal to jointly update the controller weights based on the stochastic gradient descent algorithm. Simulation results show the proposed method has good isolation performance for system with some nonlinearities.",
keywords = "Active vibration isolation, CMAC network, Secondary path modelling",
author = "Lei Zhang and Yongguang Liu and Yongling Fu",
year = "2005",
language = "英语",
series = "Proceedings of the 6th International Conference on Fluid Power Transmission and Control, ICFP 2005",
publisher = "Inernational Academic Publishers",
pages = "700--703",
editor = "Yongxiang Lu and Qingfeng Wang and Li Wei",
booktitle = "Proceedings of the 6th International Conference on Fluid Power Transmission and Control, ICFP 2005",
note = "6th International Conference on Fluid Power Transmission and Control, ICFP 2005 ; Conference date: 05-04-2005 Through 08-04-2005",
}