Title :
A modulation detector based on compressive sensing for vector measurement in cognitive radio
Author :
Bertocco, Matteo ; Frigo, Guglielmo ; Giorgi, Giada ; Narduzzi, Claudio
Author_Institution :
Dept. of Inf. Eng., Univ. of Padova, Padua, Italy
Abstract :
Instrumentation supporting the development of cognitive radio systems is faced with challenging requirements. The ability to determine the mutual coordination and timing of primary and secondary sources and generally support troubleshooting requires significant enhancements to the capabilities of a vector signal analyzer. In this context, we introduce and discuss the performances of a modulation detector with spectrum-blind capabilities based on a compressive sensing algorithm. We show that it can provide an instrument with the ability to autonomously detect the sources under analysis and identify their basic parameters, being integrated with vector measurement algorithms.
Keywords :
blind source separation; cognitive radio; compressed sensing; modulators; radiofrequency measurement; cognitive radio systems; compressive sensing; compressive sensing algorithm; modulation detector; spectrum blind capabilities; vector measurement; vector signal analyzer; Bandwidth; Frequency modulation; Histograms; Sensors; Signal to noise ratio; Vectors; cognitive radio; compessive sensing; vector signal analysis;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2013 IEEE International
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4673-4621-4
DOI :
10.1109/I2MTC.2013.6555524