A revised Hilbert–Huang transformation based on the neural networks and its application in vibration signal analysis of a deployable structure

作者: Jian Xun , Shaoze Yan

DOI: 10.1016/J.YMSSP.2008.02.008

关键词:

摘要: … , the selection process is employed to select the optimal IMFs. Finally, an energy–frequency–time distribution can be gained after the Hilbert transformation. Two simulated signals are …

参考文章(34)
N. B. Karayiannis, Anastasios N. Venetsanopoulos, Artificial Neural Networks: Learning Algorithms, Performance Evaluation, and Applications Kluwer Academic Publishers. ,(1992)
Zhao Jin-ping, Huang Da-ji, Mirror extending and circular spline function for empirical mode decomposition method Journal of Zhejiang University Science. ,vol. 2, pp. 247- 252 ,(2001) , 10.1007/BF02839453
Zhihua Yang, Daren Huang, Lihua Yang, A novel pitch period detection algorithm based on hilbert-huang transform chinese conference on biometric recognition. pp. 586- 593 ,(2004) , 10.1007/978-3-540-30548-4_67
J. W. Sills, Modal parameter determination for a flexible solar array mast under pre-load and variable tip masses International modal analysis conference. pp. 754- 762 ,(2000)
C. Winslow, Space Station Freedom solar array design development intersociety energy conversion engineering conference. ,vol. 8, pp. 283- 287 ,(1989) , 10.1109/62.180380
ZK Peng, W Tse Peter, FL Chu, None, An improved Hilbert–Huang transform and its application in vibration signal analysis Journal of Sound and Vibration. ,vol. 286, pp. 187- 205 ,(2005) , 10.1016/J.JSV.2004.10.005
B. Wie, N. Furumoto, A. K. Banerjee, P. M. Barba, Modeling and simulation of spacecraft solar array deployment Journal of Guidance Control and Dynamics. ,vol. 9, pp. 593- 598 ,(1986) , 10.2514/3.20151
Yongjun Deng, Wei Wang, Chengchun Qian, Zhong Wang, Dejun Dai, Boundary-processing-technique in EMD method and Hilbert transform Chinese Science Bulletin. ,vol. 46, pp. 954- 960 ,(2001) , 10.1007/BF02900475
Jian Hua Wu, Zheng Qiang Yao, Y. Jin, Application of the Hilbert-Huang Transform to Pick up Surface Roughness Materials Science Forum. pp. 668- 671 ,(2004) , 10.4028/WWW.SCIENTIFIC.NET/MSF.471-472.668
Norden E. Huang, Zheng Shen, Steven R. Long, Manli C. Wu, Hsing H. Shih, Quanan Zheng, Nai-Chyuan Yen, Chi Chao Tung, Henry H. Liu, The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis Proceedings of The Royal Society A: Mathematical, Physical and Engineering Sciences. ,vol. 454, pp. 903- 995 ,(1998) , 10.1098/RSPA.1998.0193