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Telecommunications and Radio Engineering
SJR: 0.202 SNIP: 0.2 CiteScore™: 0.23

ISSN 印刷: 0040-2508
ISSN オンライン: 1943-6009

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Telecommunications and Radio Engineering

DOI: 10.1615/TelecomRadEng.v69.i8.20
pages 669-680

ANALYSIS OF MERIDIAN ESTIMATOR PERFORMANCE FOR NON-GAUSSIAN PDF DATA SAMPLES

D. A. Kurkin
National Aerospace University, 17, Chkalova Str., Kharkiv, 61070, Ukraine
A. A. Roenko
National Aerospace University (Kharkiv Aviation Institute), 17, Chkalova Str., Kharkiv, 61070, Ukraine
V. V. Lukin
National Aerospace University (Kharkiv Aviation Institute), 17 Chkalov St., Kharkiv, 61070, Ukraine
I. Djurovic
University of Montenegro, Cetinsky put bb, 81000, Podgorica, Montenegro

要約

A sample meridian estimator of location parameter (LP) has been proposed recently and shown to be robust and controllable by means of a tunable parameter δ. The estimator properties have been initially studied but not analyzed thoroughly. In this paper we address several practical questions. First, we analyze conditions under which statistical properties of meridian estimator of LP considerably differ from those ones of the sample median estimator. Second, we give examples of probability density functions for which the sample meridian estimates can be sufficiently more accurate than sample median. Third, we consider practical situations when useful properties of the meridian estimator of LP can be exploited in practice of signal and data processing.


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