Selection of Optimal Features for Digital Modulation Recognition

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F11%3APU94339" target="_blank" >RIV/00216305:26220/11:PU94339 - 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
Selection of Optimal Features for Digital Modulation Recognition
Original language description
The paper proposes a new method for the classification of commonly used digital modulations. The method uses previously reported features such as instantaneous amplitude, instantaneous phase and spectrum symmetry beside a set of new features from both spectral and time domain. A classifier based on Gaussian mixture models was used to analyze the features and classify the modulations. ASK, FSK, MSK, BPSK, QPSK, PSK, FSK4 and QAM-16 were chosen for the classification as the best-known digital modulationsused in modern communication technologies.
Czech name
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Czech description
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Project
<a href="/en/project/GP102%2F09%2FP626" target="_blank" >GP102/09/P626: Automatic Classification of Digital Modulations</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 10th WSEAS International Conference on System Science and Simulation in Engineering (ICOSSSE 11)
ISBN
978-1-61804-042-8
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
229-234
Publisher name
WSEAS Press
Place of publication
Penang, Malaysia
Event location
Penang
Event date
Oct 3, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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