scholarly journals Systematic Errors of the Lidft Method: Analytical form and Verification by a Monte Carlo Method

2012 ◽  
Vol 19 (4) ◽  
pp. 673-684 ◽  
Author(s):  
Józef Borkowski
Keyword(s):  
Monte Carlo ◽  
Monte Carlo Method ◽  
Monte Carlo Simulations ◽  
Unit Circle ◽  
Analytical Form ◽  
Systematic Errors ◽  
Optimal Approximation ◽  
Signal Parameters ◽  
Analytical Formulas ◽  
Multifrequency Signal

Abstract This paper derives analytical formulas for the systematic errors of the linear interpolated DFT (LIDFT) method when used to estimating multifrequency signal parameters and verifies this analysis using Monte-Carlo simulations. The analysis is performed on the version of the LIDFT method based on optimal approximation of the unit circle by a polygon using a pair of windows. The analytical formulas derived here take the systematic errors in the estimation of amplitude and frequency of component oscillations in the multifrequency signal as the sum of basic errors and the errors caused by each of the component oscillations. Additional formulas are also included to analyze particular quantities such as a signal consisting of two complex oscillations, and the analyses are verified using Monte-Carlo simulations.

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