Title :
Performance assessment of a Kalman filter-based method for ultrasonic time-of-flight estimation
Author :
Angrisani, Leopoldo ; Baccigalupi, Aldo ; Lo Moriello, Rosario Schiano
Author_Institution :
Dipt. di Informatica e Sistemistica, Univ. di Napoli Federico II, Italy
Abstract :
The paper deals with the performance assessment of a digital signal-processing method for ultrasonic time-of-flight (TOF) estimation. The method applies the discrete extended Kalman filter (DEKF) to the acquired ultrasonic signal in order to jointly estimate the shape parameters of echo envelope, thus granting unbiased location of its onset. Results attained in TOF-based distance measurements, conducted in different test conditions and configurations, confirm the method´s reliability and efficacy even in the presence of low signal-to-noise ratio as well as severe distortion of echo shape.
Keywords :
Kalman filters; acoustic signal detection; direction-of-arrival estimation; distance measurement; nonelectric sensing devices; ultrasonic measurement; DEKF; TOF estimation; digital signal-processing method; discrete extended Kalman filter; distance measurements; echo envelope; performance assessment; shape parameters; ultrasonic signal acquisition; ultrasonic time-of-flight estimation; unbiased location; Distance measurement; Distortion measurement; Kalman filters; Nonlinear distortion; Shape measurement; Signal to noise ratio; State estimation; Stochastic processes; Time measurement; Ultrasonic variables measurement;
Conference_Titel :
Ultrasonics Symposium, 2004 IEEE
Print_ISBN :
0-7803-8412-1
DOI :
10.1109/ULTSYM.2004.1417958