TY - JOUR
T1 - Higher-Order Difference Phase Unwrapping for Microwave-based Vibration Measurements
AU - Cao, Jiahui
AU - Yang, Zhibo
AU - Guan, Yajie
AU - Wu, Shuming
AU - Nandi, Asoke K.
N1 - Publisher Copyright:
© 1963-2012 IEEE.
PY - 2026
Y1 - 2026
N2 - Microwave interferometry is a promising technique for non-contact vibration measurement. However, due to the inherent drawback of phase wrapping, the measurable vibration amplitude is limited to a quarter wavelength (γ). To pursue high resolution and compact size, high-frequency microwave radars, e.g., millimeter-wave radars, are increasingly adopted. Yet, a higher carrier frequency further reduces the effective sensing range, which makes accurate measurement of large-amplitude vibrations challenging. To overcome this limitation, we propose a higher-order difference-based phase unwrapping (HDPU) method that significantly expands the applicability of microwave radar to vibration measurement. This method originates from an interesting finding: for a multi-sinusoidal signal with a proper high sampling rate (larger than π-times the Nyquist rate), there always exists a sufficiently large order such that the higher-order difference of the signal samples is limited to [−γ, γ]. This finding implies that the higher-order difference of the signal samples can be obtained from the wrapped phase. Considering the intrinsic connection between the multi-sinusoidal signal sample and its higher-order difference in the frequency-domain, HDPU enables robust vibration reconstruction by utilizing the spectral sparsity. By combining the higher-order difference and sparse reconstruction, HDPU allows microwave radar to measure vibrations with amplitudes exceeding a quarter wavelength without distortion. More importantly, it overcomes Itoh’s limitation and shows higher robustness to noise than unlimited sampling.
AB - Microwave interferometry is a promising technique for non-contact vibration measurement. However, due to the inherent drawback of phase wrapping, the measurable vibration amplitude is limited to a quarter wavelength (γ). To pursue high resolution and compact size, high-frequency microwave radars, e.g., millimeter-wave radars, are increasingly adopted. Yet, a higher carrier frequency further reduces the effective sensing range, which makes accurate measurement of large-amplitude vibrations challenging. To overcome this limitation, we propose a higher-order difference-based phase unwrapping (HDPU) method that significantly expands the applicability of microwave radar to vibration measurement. This method originates from an interesting finding: for a multi-sinusoidal signal with a proper high sampling rate (larger than π-times the Nyquist rate), there always exists a sufficiently large order such that the higher-order difference of the signal samples is limited to [−γ, γ]. This finding implies that the higher-order difference of the signal samples can be obtained from the wrapped phase. Considering the intrinsic connection between the multi-sinusoidal signal sample and its higher-order difference in the frequency-domain, HDPU enables robust vibration reconstruction by utilizing the spectral sparsity. By combining the higher-order difference and sparse reconstruction, HDPU allows microwave radar to measure vibrations with amplitudes exceeding a quarter wavelength without distortion. More importantly, it overcomes Itoh’s limitation and shows higher robustness to noise than unlimited sampling.
KW - continuous wave
KW - Higher-order finite difference
KW - modulo operation
KW - multi-sinusoidal signal
KW - sparse reconstruction
UR - https://www.scopus.com/pages/publications/105036428562
U2 - 10.1109/TAP.2026.3683179
DO - 10.1109/TAP.2026.3683179
M3 - 文章
AN - SCOPUS:105036428562
SN - 0018-926X
JO - IEEE Transactions on Antennas and Propagation
JF - IEEE Transactions on Antennas and Propagation
ER -