Title :
The applicability of cooperative AMC with multiple sensors in dispersive fading channels
Author :
Markovic, Goran B. ; Dukic, Miroslav L.
Author_Institution :
Sch. of Electr. Eng., Univ. of Belgrade, Belgrade, Serbia
Abstract :
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.
Keywords :
cooperative communication; fading channels; multipath channels; sensor fusion; AMC; automatic modulation classification; cooperative multiple sensors; dispersive fading channels; multipath fading environment; Artificial neural networks; Phase shift keying; Radio access networks; Wireless sensor networks; Automatic modulation classification (AMC); cognitive radio; cumulants; wireless sensor networks (WSN);
Conference_Titel :
Telecommunications Forum (TELFOR), 2013 21st
Conference_Location :
Belgrade
Print_ISBN :
978-1-4799-1419-7
DOI :
10.1109/TELFOR.2013.6716213