• DocumentCode
    2913601
  • Title

    Rice-Distributed Signal Plus Noise in RF Receivers: Extraction of the Signal Amplitude - Spectrum Analyzer Applications

  • Author

    Carobbi, Carlo F M ; Cati, Marco ; Iuculano, G. ; Millanta, Luigi M.

  • Author_Institution
    Univ. of Florence, Florence
  • fYear
    2007
  • fDate
    1-3 May 2007
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Nowadays spectrum analyzers permit to achieve relatively simple real time data processing of the input signal. In the near future complex mathematical routines shall be more and more easily implemented using the numerical processing capabilities incorporated into the modern instrument architectures. In this work is demonstrated that the detection and measurement accuracy of the amplitude of a weak signal in the equivalent noise at the input of a spectrum analyzer can be dramatically enhanced employing signal processing techniques. The feasibility of the signal amplitude estimation method is experimentally demonstrated through an application to real world data.
  • Keywords
    maximum likelihood estimation; radio receivers; signal processing; spectral analysers; Gaussian noise; RF receivers; Rice probability; Rice-distributed signal; density function; envelope detection; maximum likelihood estimation; measurement accuracy; real time data processing; signal amplitude estimation method; signal amplitude-spectrum analyzer applications; signal processing techniques; Amplitude estimation; Data mining; Data processing; Instruments; Noise level; Noise measurement; RF signals; Radio frequency; Signal processing; Spectral analysis; Gaussian noise; Maximum Likelihood estimation; Rice probability density function; envelope detection; spectrum analyzer;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE
  • Conference_Location
    Warsaw
  • ISSN
    1091-5281
  • Print_ISBN
    1-4244-0588-2
  • Type

    conf

  • DOI
    10.1109/IMTC.2007.379249
  • Filename
    4258379