DocumentCode :
1180266
Title :
A magnitude/phase-locked loop approach to parameter estimation of periodic signals
Author :
Wu, Biqing ; Bodson, Marc
Author_Institution :
Dept. of Electr. & Comput. Eng., Utah Univ., Salt Lake City, UT, USA
Volume :
48
Issue :
4
fYear :
2003
fDate :
4/1/2003 12:00:00 AM
Firstpage :
612
Lastpage :
618
Abstract :
Presents a parameter estimator that is designed to estimate the frequencies, magnitudes, and phases of the components of a periodic signal. The structure of the algorithm is reminiscent of a phase-locked loop, although significant differences can be observed. The performance of the estimator is analyzed, and useful design guidelines are provided. A version of the algorithm is presented that combines different components of the signal and/or signals from multiple sensors in order to estimate the fundamental frequency. In this manner, the algorithm is able to maintain tracking of the fundamental frequency despite changes in signal characteristics. The results are verified in simulations and the algorithms are found to be simple and effective for estimation and tracking of time-varying parameters. Experimental results are reported where periodic signals are collected from an active noise control testbed.
Keywords :
adaptive estimation; convergence; frequency estimation; phase locked loops; adaptive systems; design guidelines; frequency tracking; magnitude/phase-locked loop approach; parameter estimation; periodic signals; Active noise reduction; Frequency estimation; Guidelines; Parameter estimation; Performance analysis; Phase estimation; Phase locked loops; Sensor phenomena and characterization; Signal design; Testing;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.2003.809796
Filename :
1193740
Link To Document :
بازگشت