Model order determination based on singular value decomposition

Wang Shuqing;Lin Yuyu;Meng Yuandong and Gao Zhiqiang

Journal of Vibration and Shock ›› 2012, Vol. 31 ›› Issue (15) : 87-91.

PDF(2300 KB)
PDF(2300 KB)
Journal of Vibration and Shock ›› 2012, Vol. 31 ›› Issue (15) : 87-91.
论文

Model order determination based on singular value decomposition

  • Wang Shuqing1, Lin Yuyu1, Meng Yuandong2 and Gao Zhiqiang2

Author information +
History +

Abstract

Abstract

Model order determination is essentially important for modal parameters identification. A new index, named as model order indicator, was proposed to determine the proper model order. This method utilizes the impulse response function to construct the Hankel matrix. Then singular value decomposition is used to compute the singular values. The index is defined as the relative change ratio of the decreasing singular values and the maximum corresponds to the model order. Different cases, including various noise levels with different data length, are investigated. And the effectiveness of the proposed method is verified with measured signals from model test.


Key words

SVD / model order / model order determination / discontinous point / modal identification

Cite this article

Download Citations
Wang Shuqing;Lin Yuyu;Meng Yuandong and Gao Zhiqiang. Model order determination based on singular value decomposition[J]. Journal of Vibration and Shock, 2012, 31(15): 87-91
PDF(2300 KB)

1548

Accesses

0

Citation

Detail

Sections
Recommended

/