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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Chia-Chang Tong Chi-Jui Chao Tzu-Yuan Lin Wei-Nan Lin Chun-Ting Yang |
| Copyright Year | 2008 |
| Description | Author affiliation: Dept. of Electr. Eng., Chien-kuo Technol. Univ., Changhua (Chia-Chang Tong; Chi-Jui Chao; Tzu-Yuan Lin; Wei-Nan Lin; Chun-Ting Yang) |
| Abstract | In this paper, Kalman filter is designed and implemented on a heat deformation tester (HDT) to estimate the LVDT sensor information from a noisy measured data sequence. In simulation and test, the output response of Kalman filter can separate noise from reference signal and the outcome is closely matched with reference signal. The response of low-pass IIR filter is smooth and can also separate noise but some time delay is presented. The mean squared error (MSE) of low-pass IIR filter is 0.6354 while the MSE of Kalman filter reduces to 0.1467, a significant improvement by 4 times. Also, the computational efficiency of Kalman filter is better than that of low-pass IIR filter in this application. Both filtering algorithms are implemented and programmed into a heat deformation tester (HDT). The performance is impressive. |
| Starting Page | 1861 |
| Ending Page | 1865 |
| File Size | 357095 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781424423835 |
| ISSN | 1062922X |
| DOI | 10.1109/ICSMC.2008.4811560 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2008-10-12 |
| Publisher Place | Singapore |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Testing IIR filters Low pass filters Digital filters Data acquisition Thermal sensors State estimation Resistance heating Heat engines Computational efficiency linear variable differential transformer (LVDT) Kalman filter low-pass IIR filter heat deformation test (HDT) |
| Content Type | Text |
| Resource Type | Article |
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