Automatic modulation classification technique for radio monitoring Article Swipe
C. Weber
,
M. Peter
,
Tobias Felhauer
·
YOU?
·
· 2015
· Open Access
·
· DOI: https://doi.org/10.1049/el.2015.0610
YOU?
·
· 2015
· Open Access
·
· DOI: https://doi.org/10.1049/el.2015.0610
The automatic classification of the modulation format of a detected signal is the intermediate step between signal detection and demodulation. If neither the transmitted data nor other signal parameters such as the frequency offset, phase offset and timing information are known, then automatic modulation classification (AMC) is a challenging task in radio monitoring systems. The approach of clustering algorithms is a new trend in AMC for digital modulations. A novel algorithm called ‘highest constellation pattern matching’ is introduced to identify quadrature amplitude modulation and phase shift keying signals. The obtained simulation and measurement results outperform the existing algorithms for AMC based on clustering. Finally, it is shown that the proposed algorithm works in a real monitoring environment.
Related Topics
Concepts
Demodulation
Cluster analysis
Computer science
Quadrature amplitude modulation
Modulation (music)
Constellation diagram
Continuous phase modulation
Frequency offset
Offset (computer science)
Phase-shift keying
SIGNAL (programming language)
Keying
Electronic engineering
Algorithm
Artificial intelligence
Orthogonal frequency-division multiplexing
Telecommunications
Engineering
Bit error rate
Channel (broadcasting)
Physics
Decoding methods
Programming language
Acoustics
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1049/el.2015.0610
- https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/el.2015.0610
- OA Status
- bronze
- Cited By
- 31
- References
- 6
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W1986532538
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W1986532538Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1049/el.2015.0610Digital Object Identifier
- Title
-
Automatic modulation classification technique for radio monitoringWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2015Year of publication
- Publication date
-
2015-04-29Full publication date if available
- Authors
-
C. Weber, M. Peter, Tobias FelhauerList of authors in order
- Landing page
-
https://doi.org/10.1049/el.2015.0610Publisher landing page
- PDF URL
-
https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/el.2015.0610Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
bronzeOpen access status per OpenAlex
- OA URL
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https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/el.2015.0610Direct OA link when available
- Concepts
-
Demodulation, Cluster analysis, Computer science, Quadrature amplitude modulation, Modulation (music), Constellation diagram, Continuous phase modulation, Frequency offset, Offset (computer science), Phase-shift keying, SIGNAL (programming language), Keying, Electronic engineering, Algorithm, Artificial intelligence, Orthogonal frequency-division multiplexing, Telecommunications, Engineering, Bit error rate, Channel (broadcasting), Physics, Decoding methods, Programming language, AcousticsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
31Total citation count in OpenAlex
- Citations by year (recent)
-
2024: 2, 2023: 2, 2022: 6, 2021: 5, 2020: 5Per-year citation counts (last 5 years)
- References (count)
-
6Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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