Power Spectrum Estimation and Rational Modeling of Random Processes | ||
| The International Conference on Electrical Engineering | ||
| Article 65, Volume 2, 2nd International Conference on Electrical Engineering ICEENG 1999, November 1999, Pages 675-684 PDF (1.67 M) | ||
| Document Type: Original Article | ||
| DOI: 10.21608/iceeng.1999.62591 | ||
| Author | ||
| Nabil A. Amin | ||
| Lecturer, Dpt. of Electronics and Communications, Faculty of Engineering, Cairo University, Giza, Egypt. | ||
| Abstract | ||
| A new technique is derived to estimate the signal power spectrum density (PSD) and hence its autcorrelation lags. Several simulation results have been given to show the results accuracy. Based on the knowledge of the correlation lags, several approaches to fit the signal or random process to rational models as to approximate the spectrum to these models transfer functions square are considered. The model coefficients results are given and commented as well to be referred with other advanced approaches in the field. | ||
| Keywords | ||
| signal processing; power spectrum estimation; rational models; random processes | ||
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