A measurement method based on Kalman filtering for ultrasonic time-of-flight estimation

被引:69
作者
Angrisani, L [1 ]
Baccigalupi, A
Lo Moriello, RS
机构
[1] Univ Naples Federico II, Dipartimento Informat & Sistemist, I-80125 Naples, Italy
[2] Univ Naples Federico II, Dipartimento Ingn Elettr, I-80125 Naples, Italy
关键词
distance measurement; extended Kalman filter; Kalman filter; level measurement; time-of-flight (TOF) estimation; ultrasonic-based measurement;
D O I
10.1109/TIM.2006.870123
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A new digital signal-processing method for ultrasonic time-of-flight (TOF) estimation is presented. The method applies the discrete extended Kalman filter (DEKF) to the acquired ultrasonic signal in order to accurately estimate the shape factors of the echo envelope as well as locate its onset. It is also possible to assure reduced bias and uncertainty in critical TOF measurements, such as those involving low signal-to-noise ratio (SNR) as well as severe distortion of echo shape. A number of numerical tests are conducted on simulated signals with the aim of highlighting the good performance of the method when operating in critical conditions. Results attained in TOF-based distance measurements finally assess the reliability and efficacy of the method in the presence of actual ultrasonic signals.
引用
收藏
页码:442 / 448
页数:7
相关论文
共 13 条
[1]  
Angrisani L, 2003, Modelling and Simulation 2003, P323
[2]  
BACCIGALUPI A, 2003, P WORKSH ENV SENS MO, P61
[3]   A ROBUST CORRELATION RECEIVER FOR DISTANCE ESTIMATION [J].
ERIKSSON, H ;
BORJESSON, PO ;
ODLING, P ;
HOLMER, NG .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 1994, 41 (05) :596-603
[4]  
Grewal M. S., 2001, KALMAN FILTERING THE, V4
[5]   DIGITAL TIME-OF-FLIGHT MEASUREMENT FOR ULTRASONIC SENSORS [J].
MARIOLI, D ;
NARDUZZI, C ;
OFFELLI, C ;
PETRI, D ;
SARDINI, E ;
TARONI, A .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1992, 41 (01) :93-97
[6]  
RAMUHALLI P, 2002, P SENS ARR MULT SIGN, P229
[7]   A DIGITAL SIGNAL-PROCESSING TECHNIQUE FOR COMPENSATING ULTRASONIC SENSORS [J].
SABATINI, AM .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1995, 44 (04) :869-874
[8]   Correlation receivers using laguerre filter banks for modelling narrowband ultrasonic echoes and estimating their time-of-flights [J].
Sabatini, AM .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 1997, 44 (06) :1253-1263
[9]   A digital-signal-processing technique for ultrasonic signal modeling and classification [J].
Sabatini, AM .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2001, 50 (01) :15-21
[10]  
SABATINI AM, 1995, IROS '95 - 1995 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS: HUMAN ROBOT INTERACTION AND COOPERATIVE ROBOTS, PROCEEDINGS, VOL 3, P120, DOI 10.1109/IROS.1995.525872