Title :
Meridian estimator performance for samples of generalized Gaussian distribution
Author :
Kurkin, D.A. ; Lukin, V.V. ; Djurovic, I. ; Stankovic, S.
Author_Institution :
Nat. Aerosp. Univ., Kharkov, Ukraine
Abstract :
Recently, a sample meridian estimator of location parameter (LP) has been proposed. It has been shown to be robust and adjustable by means of tunable parameter δ. Basic properties of this estimator were studied; however its practical behavior needs further analysis. In this paper, we study and analyze the efficiency of the meridian estimator for samples with essentially different properties. For this purpose, we use generalized Gaussian distribution as a model. Also, the efficiency of the meridian estimator is compared to the efficiency of median and myriad estimators.
Keywords :
Gaussian distribution; signal processing; generalized Gaussian distribution; location parameter; meridian estimator performance; myriad estimators; tunable parameter; Accuracy; Electromagnetics; Gaussian distribution; Optimized production technology; Robustness; Shape; Tuning;
Conference_Titel :
Mathematical Methods in Electromagnetic Theory (MMET), 2010 International Conference on
Conference_Location :
Kyiv
Print_ISBN :
978-1-4244-8859-9
DOI :
10.1109/MMET.2010.5611386