Title :
Wind speed measurement based on ultrasonic sensors using Discrete Fourier Transform
Author :
Costa, Maxwell M. ; Freire, Raimundo Carlos S. ; Catunda, Sebastian Y. C. ; Villanueva, Juan M. Mauricio
Author_Institution :
Fed. Inst. of Tocantins, Palmas, Brazil
Abstract :
In this paper is presented the procedure to wind speed measurement based on ultrasonic sensors. For this purpose the ultrasonic Time-of-Flight (ToF) was estimated using the DFT (Discrete Fourier Transform) technique. The analysis of the influence of multiplicative and additive noise of the medium into the DFT is carried out. Then, the uncertainties propagation for ToF and wind speed measurements is examined. Simulation results show that DFT technique provides a lower measurement uncertainty. The Probability Density Function is presented in order to compare the classical techniques like Threshold detection, Phase Difference and Maximum Likelihood Estimation with the DFT.
Keywords :
discrete Fourier transforms; measurement uncertainty; probability; ultrasonic transducers; velocity measurement; DFT; DFT technique; ToF; additive noise; discrete Fourier transform; maximum likelihood estimation; measurement uncertainty propagation; multiplicative noise; phase difference; probability density function; threshold detection; ultrasonic sensor; ultrasonic time-of-flight estimation; wind speed measurement; Additives; Discrete Fourier transforms; Maximum likelihood estimation; Noise; Uncertainty; discrete fourier transform; time-of-flight measurement; ultrasonic transducers; uncertainties analysis; wind speed;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2013 IEEE International
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4673-4621-4
DOI :
10.1109/I2MTC.2013.6555468