DocumentCode
1680453
Title
Multiple adaptive notch filters based a time-varying frequency tracking method for Coriolis mass flowmeter
Author
Su, F.-H. ; Tu, Y.-Q. ; Zhang, H.-T. ; Xu, Hua ; Shen, T.-A.
Author_Institution
Dept. of Inf. Eng., Logistical Eng. Univ., Chongqing, China
fYear
2010
Firstpage
6782
Lastpage
6786
Abstract
A method based on multiple adaptive notch filters for tracking the frequency variations of the sensor output signal of Coriolis mass flowmeter is presented. For the simulated signal whose frequency, amplitude and phase are time-varying based on the random walk model, a lattice-based adaptive IIR notch filter (LANF) with fast convergence rate is applied to detect the signal frequency and track the time-varying frequencies initially. As the LANF algorithm converges, a simplified lattice-based adaptive IIR notch filter (SLANF) sets its initial notch frequency which equals to the value detected by LANF, and then starts to work. After the SLANF algorithm converges, the time-varying frequencies are tracked by SLANF instead of LANF. Computer simulations show that the presented method can attain a favorable compromise between convergence rate and tracking accuracy, and its calculation complexity is lower than the LANF method merely.
Keywords
IIR filters; adaptive filters; convergence; flow sensors; flowmeters; lattice filters; notch filters; signal detection; time-varying filters; tracking filters; LANF method; convergence rate; coriolis mass flowmeter; frequency variations tracking; lattice based adaptive IIR notch filter; multiple adaptive notch filter; random walk model; sensor output signal; signal frequency detection; time varying frequency tracking method; Adaptation model; Adaptive filters; Fluid flow measurement; Frequency estimation; IIR filters; Phase frequency detector; Time frequency analysis; Coriolis mass flowmeter; Frequency tracking; Lattice-based adaptive IIR notch filter; Random walk model; Simplified lattice-based adaptive IIR notch filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location
Jinan
Print_ISBN
978-1-4244-6712-9
Type
conf
DOI
10.1109/WCICA.2010.5554176
Filename
5554176
Link To Document