Automatic modulation classification for dvb-s2 system in fading channels
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60162694%3AG43__%2F19%3A00537335" target="_blank" >RIV/60162694:G43__/19:00537335 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8876720" target="_blank" >http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8876720</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.23919/KIT.2019.8883469" target="_blank" >10.23919/KIT.2019.8883469</a>
Alternative languages
Result language
angličtina
Original language name
Automatic modulation classification for dvb-s2 system in fading channels
Original language description
The modulation recognition problem has been researched extensively in the past, but the classification in the presence of an unknown channel still exists a number of open issues. Interestingly, the number of the papers for the automatic modulation classification that are recommended in the digital video broadcasting - satellite - second generation standard is very limited. Motivated by this, the automatic modulation classification technique using the high order statistic approach was present in the paper. Signal model with raised cosine filter was employed for the modulation recognition. The classifier using the K-nearest neighbor algorithm with fourth- and sixth-order cumulants of the signal are investigated and analyzed. The performance of the algorithm is evaluated at a signal-to-noise ratio of 5 dB in additive white Gaussian noise and fading channels. Simulation results showed that the recognition rates were strongly affected by fading channels.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
20201 - Electrical and electronic engineering
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2019 Communication and Information Technologies Conference Proceedings, KIT 2019 - 10th International Scientific Conference
ISBN
978-80-8040-575-5
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
113-116
Publisher name
Institute of Electrical and Electronics Engineers Inc.
Place of publication
Liptovský Mikuláš, Slovakia
Event location
Vysoke Tatry, the Slovak Republic
Event date
Oct 9, 2019
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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