Title :
Accurate and real-time Doppler frequency estimation with multiplicative noise for velocity measurements using optical feedback interferometry
Author :
Plantier, Guy ; Sourice, Anthony ; Bosch, Thierry ; Servagent, Noel
Author_Institution :
ESEO, Angers, France
Abstract :
This paper proposes to analyze a real-time signal processing algorithm for on-line velocity measurement of a moving target, with a laser sensor using optical feedback interferometry. This velocity is based on an accurate estimation of the Doppler frequency from a spectral analysis of the laser diode output signal. This study takes into account both main causes of disrupting noises: additive noise and multiplicative noise caused by the speckle effect. A very simple expression is given for the Doppler frequency estimation bias based on an autoregressive spectral analysis method intensive Monte Carlo simulations, which are compared with experimental results, show that relative bias and standard deviations of about 0.1% and 0.5% respectively can be obtained for a wide range of velocities.
Keywords :
Doppler measurement; Monte Carlo methods; autoregressive processes; frequency estimation; laser feedback; laser velocimeters; laser velocimetry; light interferometry; noise; speckle; spectral analysis; velocity measurement; Monte Carlo simulations; additive noise; autoregressive spectral analysis method; frequency estimation bias; laser diode output signal; laser sensor; moving target; multiplicative noise; optical feedback interferometry; real-time Doppler frequency estimation; real-time signal processing algorithm; speckle effect; velocity measurements; velocity sensor; Additive noise; Algorithm design and analysis; Frequency estimation; Optical feedback; Optical interferometry; Optical noise; Signal analysis; Signal processing algorithms; Spectral analysis; Velocity measurement;
Conference_Titel :
Sensors, 2002. Proceedings of IEEE
Print_ISBN :
0-7803-7454-1
DOI :
10.1109/ICSENS.2002.1036996