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
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;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2012 IEEE International
Conference_Location :
Graz
Print_ISBN :
978-1-4577-1773-4
DOI :
10.1109/I2MTC.2012.6229135