Title :
Estimating Parameters of Combined AM and PM Signals Using Prior Information
Author :
Kyriazis, Gregory A. ; Kurten Ihlenfeld, Waldemar G. ; Landim, Regis P.
Author_Institution :
Qualidade e Tecnol., Inst. Nac. de Metrol., Caxias, Brazil
Abstract :
A method for estimating parameters of combined amplitude and phase modulation signals from digital sampling data is proposed. It can be employed with advantage to analyze combined modulation functions of commercial function generators. Though this problem of inference has applications in communication technology, it has also become a concern to the power industry in issues related to phasor measurement unit tests. Prior information available to metrologists about the signal components allows the reduction of the dimensionality of the search algorithm with consequent time savings.
Keywords :
amplitude modulation; function generators; phase modulation; phasor measurement; search problems; signal sampling; amplitude modulation signal; commercial function generator; digital sampling data; dimensionality reduction; modulation function; parameter estimation; phase modulation signal; phasor measurement unit test; power industry; search algorithm; signal component; Frequency estimation; Frequency modulation; Phase modulation; Phasor measurement units; Standards; Uncertainty; Amplitude modulation (AM); Bayes methods; parameter estimation; phase modulation (PM); phasor measurement unit (PMU); sampling methods; signal analysis; signal analysis.;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2015.2395491