The 2-Class And 3-Class Classifier Of FSK And PSK Signals Based On Karhunen-Loeve Transform

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60162694%3AG43__%2F09%3A%230003111" target="_blank" >RIV/60162694:G43__/09:#0003111 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

The 2-Class And 3-Class Classifier Of FSK And PSK Signals Based On Karhunen-Loeve Transform

Original language description

This paper describes the using of Karhunen?Loeve transform (KLT) for the modulation recognition in HF and VHF bands. The input signal is pre-prossed and converted to the ?phase image?. The method of clustering analysis was chosen by theoretic recommendations for 2?class recognizer and 3?class recognizer of FSK and PSK signals. KLT is provided on this image and itself performs the recognition by a minimum?distance classifier. The algorithm for a modulation recognition was realized in the programme Matlab. The tests designed algorithm was the implementation on real pattern signals.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

JA - Electronics and optoelectronics

OECD FORD branch

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Project

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Continuities

Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2009

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Cybernetic letters

ISSN

1802-3525

e-ISSN

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Volume of the periodical

neuvedeno

Issue of the periodical within the volume

září

Country of publishing house

CZ - CZECH REPUBLIC

Number of pages

7

Pages from-to

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UT code for WoS article

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EID of the result in the Scopus database

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