TY - GEN
T1 - Accurate non-contact vibration amplitude retrieval using least squares estimation
AU - Hu, C.
AU - Li, A.
AU - Wang, R.
AU - Zeng, T.
AU - Liu, W.
PY - 2015
Y1 - 2015
N2 - An accurate non-contact amplitude retrieval of the periodic movement is proposed in this paper. Firstly, the backscattered signal of a vibrational target can be expanded as a series of harmonics whose amplitudes are determined by the vibration amplitude. Then, based on the least squares estimation, all the available harmonics are utilized to suppress the influence of the signal noise on the vibration measurement, so as to improve the accuracy of vibration amplitude retrieval. Finally, the Monte Carlo simulation is performed to validate the effectiveness in the case of low signal-to-noise ratio (-9dB). Accuracy of the new method in different cases of signal-to-noise ratio is also obtained. In addition, the real experimental data acquired by a 100GHz millimeter radar is used to test the performance of the proposed method, associated with a calibrator of vibration. In the experiment, a calibrator of vibration is 30m away from the radar. The results show the proposed method has better accuracy than the ones in the case of only one harmonic pair is used.
AB - An accurate non-contact amplitude retrieval of the periodic movement is proposed in this paper. Firstly, the backscattered signal of a vibrational target can be expanded as a series of harmonics whose amplitudes are determined by the vibration amplitude. Then, based on the least squares estimation, all the available harmonics are utilized to suppress the influence of the signal noise on the vibration measurement, so as to improve the accuracy of vibration amplitude retrieval. Finally, the Monte Carlo simulation is performed to validate the effectiveness in the case of low signal-to-noise ratio (-9dB). Accuracy of the new method in different cases of signal-to-noise ratio is also obtained. In addition, the real experimental data acquired by a 100GHz millimeter radar is used to test the performance of the proposed method, associated with a calibrator of vibration. In the experiment, a calibrator of vibration is 30m away from the radar. The results show the proposed method has better accuracy than the ones in the case of only one harmonic pair is used.
KW - Bessel functions
KW - Displacement measurement
KW - Least squares estimation
KW - Millimeter radar
KW - Non-contact
UR - http://www.scopus.com/inward/record.url?scp=84973548108&partnerID=8YFLogxK
U2 - 10.1049/cp.2015.1355
DO - 10.1049/cp.2015.1355
M3 - Conference contribution
AN - SCOPUS:84973548108
SN - 9781785610387
T3 - IET Conference Publications
BT - IET Conference Publications
PB - Institution of Engineering and Technology
T2 - IET International Radar Conference 2015
Y2 - 14 October 2015 through 16 October 2015
ER -