• DocumentCode
    1466566
  • Title

    Prototype of an Automatic Digital Modulation Classifier Embedded in a Real-Time Spectrum Analyzer

  • Author

    De Vito, Luca ; Rapuano, Sergio ; Villanacci, Maurizio

  • Author_Institution
    Dept. of Eng., Univ. of Sannio, Benevento, Italy
  • Volume
    59
  • Issue
    10
  • fYear
    2010
  • Firstpage
    2639
  • Lastpage
    2651
  • Abstract
    This paper presents a prototype of an automatic digital modulation classifier based on a real-time spectrum analyzer (RTSA) architecture. The modulation classifier is suitable for efficient spectrum monitoring to identify the signals present in a certain frequency band, without the need of knowing any parameter about them. The realized prototype is able to recognize classical single-carrier modulations such as M-ary phase-shift keying (PSK), M-ary frequency-shift keying (FSK), M-ary amplitude-shift keying (ASK), and M-ary quadrature amplitude modulation (QAM), as well as orthogonal frequency-division multiplexing (OFDM) modulations such as the discrete multitone (DMT). To evaluate the performance of the prototype, several experiments with actual signals have been carried out in different operating conditions by varying the values of both the main modulation parameters and the signal-to-noise ratio.
  • Keywords
    OFDM modulation; amplitude shift keying; frequency shift keying; phase shift keying; spectral analysers; FSK; M-ary amplitude-shift keying; M-ary frequency-shift keying; M-ary phase-shift keying; M-ary quadrature amplitude modulation; OFDM; PSK; QAM; RTSA; automatic digital modulation classifier; discrete multitone; orthogonal frequency-division multiplexing; real-time spectrum analyzer; signal-to-noise ratio; single-carrier modulations; Amplitude modulation; Condition monitoring; Digital modulation; Frequency shift keying; OFDM modulation; Phase modulation; Phase shift keying; Prototypes; Quadrature amplitude modulation; Spectral analysis; Digital modulations; frequency-division multiplexing; phase-shift keying (PSK); quadrature amplitude modulation (QAM); signal analysis; signal processing;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2010.2045447
  • Filename
    5444980