DocumentCode
2475547
Title
Implementation of a least-squares multi-harmonic fitting algorithm in the multicore cell processor
Author
Santos, José ; Ramos, Pedro M.
Author_Institution
Inst. de Telecomun., UTL, Lisbon, Portugal
fYear
2012
fDate
13-16 May 2012
Firstpage
2716
Lastpage
2721
Abstract
Least squares (LS) methods minimize the LS error between a specific data model and an acquired data set. This is the case of sine-fitting algorithms, which are used to determine the sine wave parameters that best fit an acquired signal. In the case of signals with multiple harmonics, one can use a multi-harmonic fitting algorithm resembling the sine-fitting algorithm to estimate the amplitudes and phases of the harmonics. This paper describes the implementation of a LS multi-harmonic fitting algorithm using the multicore Cell processor to determine the fundamental frequency of a multi-harmonic signal and then the harmonic amplitudes and phases.
Keywords
least squares approximations; multiprocessing systems; phase estimation; LS error; LS methods; LS multiharmonic fitting algorithm; amplitude estimation; fundamental frequency; harmonic amplitudes; least-squares multiharmonic fitting algorithm; multicore cell processor; multiharmonic signal; phase estimation; sine wave parameters; sine-fitting algorithms; Estimation; Fitting; Frequency estimation; Harmonic analysis; Microprocessors; Multicore processing; Cell processor; Multi-harmonic fitting; least-squares method;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference (I2MTC), 2012 IEEE International
Conference_Location
Graz
ISSN
1091-5281
Print_ISBN
978-1-4577-1773-4
Type
conf
DOI
10.1109/I2MTC.2012.6229135
Filename
6229135
Link To Document