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Robust Shrinkage Range Estimation Algorithms Based on Hampel and Skipped Filters
Joint Authors
Park, Chee-Hyun
Chang, Joon-Hyuk
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-01-01
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Information Technology and Computer Science
Abstract EN
Herein, we present robust shrinkage range estimation algorithms for which received signal strength measurements are used to estimate the distance between emitter and sensor.
The concepts of robustness for the Hampel filter and skipped filter are combined with shrinkage for the positive blind minimax and Bayes shrinkage estimation.
It is demonstrated that the estimation accuracies of the proposed methods are higher than those of the existing median-based shrinkage methods through extensive simulations.
American Psychological Association (APA)
Park, Chee-Hyun& Chang, Joon-Hyuk. 2019. Robust Shrinkage Range Estimation Algorithms Based on Hampel and Skipped Filters. Wireless Communications and Mobile Computing،Vol. 2019, no. 2019, pp.1-9.
https://search.emarefa.net/detail/BIM-1212231
Modern Language Association (MLA)
Park, Chee-Hyun& Chang, Joon-Hyuk. Robust Shrinkage Range Estimation Algorithms Based on Hampel and Skipped Filters. Wireless Communications and Mobile Computing No. 2019 (2019), pp.1-9.
https://search.emarefa.net/detail/BIM-1212231
American Medical Association (AMA)
Park, Chee-Hyun& Chang, Joon-Hyuk. Robust Shrinkage Range Estimation Algorithms Based on Hampel and Skipped Filters. Wireless Communications and Mobile Computing. 2019. Vol. 2019, no. 2019, pp.1-9.
https://search.emarefa.net/detail/BIM-1212231
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1212231