학술논문

Maximum-Likelihood Data Fusion of Phase-Difference and Threshold-Detection Techniques for Wind-Speed Measurement
Document Type
Periodical
Source
IEEE Transactions on Instrumentation and Measurement IEEE Trans. Instrum. Meas. Instrumentation and Measurement, IEEE Transactions on. 58(7):2189-2195 Jul, 2009
Subject
Power, Energy and Industry Applications
Components, Circuits, Devices and Systems
Phase measurement
Ultrasonic variables measurement
Ultrasonic transducers
Maximum likelihood estimation
Wind speed
Velocity measurement
Maximum likelihood detection
Additive noise
Measurement uncertainty
Time measurement
Data fusion
estimation
maximum likelihood
measurement
measurement range
phase difference (PD)
threshold detection (TH)
time of flight (ToF)
ultrasonic transducer
uncertainty
wind speed
Language
ISSN
0018-9456
1557-9662
Abstract
Analyses of threshold-detection and phase-difference techniques for wind-speed measurement using ultrasonic transducers are presented. The influence of uncertainties that are associated with additive noise and attenuation of the ultrasonic signal on the wind-speed measurement uncertainty is analyzed. A data-fusion procedure based on the maximum-likelihood estimation (MLE) algorithm is developed for the determination of wind speed, with data gathered through threshold-detection and phase-difference techniques. The data-fusion procedure provides a lower measurement uncertainty than those obtained with the above techniques when taken separately. Practical design issues are considered, and an application example is shown to illustrate the proposed procedure.