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Analysis of the Consecutive Mean Excision Algorithms
Joint Authors
Saarnisaari, Harri
Juntti, Markku
Lehtomäki, Janne
Vartiainen, Johanna
Source
Journal of Electrical and Computer Engineering
Issue
Vol. 2010, Issue 2010 (31 Dec. 2010), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-02-16
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Engineering Sciences and Information Technology
Information Technology and Computer Science
Abstract EN
The backward and forward consecutive mean excision (CME/FCME) algorithms are diagnostic methods for outlier (signal) detection.
Since they are computationally simple, they have applications for both narrowband signal detection in cognitive radios and interference suppression.
In this paper, a theoretical performance analysis framework of the CME algorithms is presented.
The analysis provides simple tests of the detectability of the signals based on their shape in the considered domain (e.g., spectrum).
As a consequence, results can be used to quickly check whether the CME/FCME algorithms are usable for a given problem or not without the need to resort to time consuming computer simulations.
The computer simulations for random and orthogonal frequency division multiplexing (OFDM) signals show that the presented analysis is able to predict the detectability of signals well.
American Psychological Association (APA)
Vartiainen, Johanna& Lehtomäki, Janne& Saarnisaari, Harri& Juntti, Markku. 2011. Analysis of the Consecutive Mean Excision Algorithms. Journal of Electrical and Computer Engineering،Vol. 2010, no. 2010, pp.1-13.
https://search.emarefa.net/detail/BIM-473243
Modern Language Association (MLA)
Vartiainen, Johanna…[et al.]. Analysis of the Consecutive Mean Excision Algorithms. Journal of Electrical and Computer Engineering No. 2010 (2010), pp.1-13.
https://search.emarefa.net/detail/BIM-473243
American Medical Association (AMA)
Vartiainen, Johanna& Lehtomäki, Janne& Saarnisaari, Harri& Juntti, Markku. Analysis of the Consecutive Mean Excision Algorithms. Journal of Electrical and Computer Engineering. 2011. Vol. 2010, no. 2010, pp.1-13.
https://search.emarefa.net/detail/BIM-473243
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-473243