The applicability of cooperative AMC with multiple sensors in dispersive fading channels

A deployment of cooperative multiple sensors offers considerable enhancement of the automatic modulation classification (AMC) performances, particularly in multipath fading environment. However, the recent studies showed that potential performance gains reported under the idealized conditions are no...

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Hauptverfasser: Markovic, Goran B., Dukic, Miroslav L.
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description A deployment of cooperative multiple sensors offers considerable enhancement of the automatic modulation classification (AMC) performances, particularly in multipath fading environment. However, the recent studies showed that potential performance gains reported under the idealized conditions are not straightforwardly achievable in real-world application. Through a comprehensive analysis of cooperative AMC solutions using cumulants under the realistic conditions and for the different dispersive fading channels, we here show that these huge performance gains are practically achievable if the appropriate channel estimation methods are applied.
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Artificial neural networks
Automatic modulation classification (AMC)
cognitive radio
cumulants
Phase shift keying
Radio access networks
Wireless sensor networks
wireless sensor networks (WSN)
title The applicability of cooperative AMC with multiple sensors in dispersive fading channels
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