Data mining of modulation types using cyclostationarity-based decision tree

Document Type

Conference Proceeding

Publication Date

12-1-2008

Abstract

We describe data mining of modulation types of radio frequency signals in civilian and military communications. The cyclostationary pattern and five features derived from the spectrum of the received communication signals are examined to formulate a decision tree in order to identify the modulation format. The developed decision tree structure has been tested with both digital and analog simulation data, and has demonstrated its promising performance.

Identifier

62649148876 (Scopus)

ISBN

[1601320620, 9781601320629]

Publication Title

Proceedings of the 2008 International Conference on Data Mining Dmin 2008

First Page

3

Last Page

9

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