TY - JOUR
T1 - Noncontact distance and amplitude-independent vibration measurement based on an extended dacm algorithm
AU - Wang, Jingyu
AU - Wang, Xiang
AU - Chen, Lei
AU - Huangfu, Jiangtao
AU - Li, Changzhi
AU - Ran, Lixin
PY - 2014/1
Y1 - 2014/1
N2 - Utilizing microwave continuous-wave Doppler radars to wirelessly detect mechanical vibrations have been attracting more and more interests in recent years. In this paper, aiming to solve the null point and nonlinear issues in small-angle approximation-based Doppler radar sensors and eliminate the codomain restriction in the arctangent demodulation approach, we propose and investigate an extended differentiate and cross-multiply (DACM) algorithm. With an additional accumulator, the noise performance of the original DACM algorithm is improved. Moreover, the amplitude information of the vibration can be directly retrieved from accumulation without involving any distance-dependent issue. Experimental validations show that the proposed algorithm can fully recover the vibration patterns with the measured noncalibrated amplitude agreeing well with the known precalibrated data. Application examples of mechanical fault detection and human vital sign detection are demonstrated, showing a wide range of potential applications of this algorithm.
AB - Utilizing microwave continuous-wave Doppler radars to wirelessly detect mechanical vibrations have been attracting more and more interests in recent years. In this paper, aiming to solve the null point and nonlinear issues in small-angle approximation-based Doppler radar sensors and eliminate the codomain restriction in the arctangent demodulation approach, we propose and investigate an extended differentiate and cross-multiply (DACM) algorithm. With an additional accumulator, the noise performance of the original DACM algorithm is improved. Moreover, the amplitude information of the vibration can be directly retrieved from accumulation without involving any distance-dependent issue. Experimental validations show that the proposed algorithm can fully recover the vibration patterns with the measured noncalibrated amplitude agreeing well with the known precalibrated data. Application examples of mechanical fault detection and human vital sign detection are demonstrated, showing a wide range of potential applications of this algorithm.
KW - Arctangent demodulation
KW - differentiate and cross multiply (DACM)
KW - noncontact vibration measurement
KW - nonlinear phase modulation
KW - radar sensor
UR - http://www.scopus.com/inward/record.url?scp=84890549481&partnerID=8YFLogxK
U2 - 10.1109/TIM.2013.2277530
DO - 10.1109/TIM.2013.2277530
M3 - Article
AN - SCOPUS:84890549481
SN - 0018-9456
VL - 63
SP - 145
EP - 153
JO - IEEE Transactions on Instrumentation and Measurement
JF - IEEE Transactions on Instrumentation and Measurement
IS - 1
M1 - 6583987
ER -