Estimation of Seismic Displacement Response Using a Kalman Filter with Data-Driven State-Space Model Identification

Author:

Kakiuchi Yuki,Yang Yaohua,Kitahara Masaru,Nagayama Tomonori

Publisher

Springer Nature Switzerland

Reference14 articles.

1. Szewczyk, P., Kudyba, P.: Effectiveness of selected strain and displacement measurement techniques in civil engineering. Buildings 12(2), 172 (2022)

2. Gindy, M., Nassif, H.H., Velde, J.: Bridge displacement estimates from measured acceleration records. Transp. Res. Rec. 2028(1), 136–145 (2007)

3. Ishihara, K., Yang, Y., Nagayama, T., Nakamura, T., Su, D.: Displacement response estimation based on measurement of acceleration response and nonlinear hysteresis model. JSCE J. Struct. Eng. 68A, 275–288 (2022). (in Japanese)

4. Kuno, H.: Bayesian estimation of displacement and structural parameters using state space model and Pseudo-Marginal MCMC for structural damage assessment. Master thesis, Dept. of Civil Engineering, Univ. of Tokyo (2020). (in Japanese)

5. Ni, Y.Q., Ko, J.M., Wang, C.W.: Nonparametric identification of nonlinear hysteretic systems. J. Eng. Mech. 125(2), 206–215 (1999)

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