DocumentCode
876571
Title
Simulation and experimental results of multiharmonic least-squares fitting algorithms applied to periodic signals
Author
Ramos, Pedro M. ; Da Silva, Manuel Fonseca ; Martins, RaÙl Carneiro ; Serra, António M Cruz
Author_Institution
Dept. of Electr. & Comput. Eng., Tech. Univ. of Lisbon, Portugal
Volume
55
Issue
2
fYear
2006
fDate
4/1/2006 12:00:00 AM
Firstpage
646
Lastpage
651
Abstract
A new generation of multipurpose measurement equipment is transforming the role of computers in instrumentation. The new features involve mixed devices, such as analog-to-digital and digital-to-analog converters and digital signal processing techniques, that are able to substitute typical discrete instruments like multimeters and analyzers. Signal-processing applications frequently use least-squares (LS) sine-fitting algorithms. Periodic signals may be interpreted as a sum of sine waves with multiple frequencies: the Fourier series. This paper describes an algorithm that is able to fit a multiharmonic acquired signal, determining the amplitude and phase of all harmonics. Simulation and experimental results are presented.
Keywords
Fourier series; computerised instrumentation; least squares approximations; signal processing equipment; spectral analysis; Fourier series; analog-to-digital converter; data analysis; digital signal processing; digital-to-analog converters; discrete instruments; mixed devices; multiharmonic least-squares fitting algorithms; multipurpose measurement equipment; periodic signals; sine fitting; spectral analysis; Amplitude estimation; Data acquisition; Digital signal processing; Frequency estimation; Instruments; Phase estimation; Signal analysis; Signal generators; Signal processing algorithms; Spectral analysis; Data analysis; LS methods; digital signal processing algorithms; sine fitting; spectral analysis;
fLanguage
English
Journal_Title
Instrumentation and Measurement, IEEE Transactions on
Publisher
ieee
ISSN
0018-9456
Type
jour
DOI
10.1109/TIM.2006.864260
Filename
1608613
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