Measurement of Radio Signal Parameters

  • Anatoly Rembovsky
  • Alexander Ashikhmin
  • Vladimir Kozmin
  • Sergey Smolskiy
Part of the Lecture Notes in Electrical Engineering book series (LNEE, volume 43)

Determination of radio signal-modulation parameters and type is an important task, which is solved at radio monitoring stations. This task necessarily contains the frequency and bandwidth measurement for the received signal.


Amplitude Modulation Modulation Type Instantaneous Frequency Radio Signal Vector Diagram 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


  1. 1.
    Spectrum Monitoring Handbook, ITU-R, Geneva, 2002.Google Scholar
  2. 2.
    Rabiner, L.R., and Gold, B., Theory and Applications of Digital Signal Processing. New Jersey, Prentice Hall, 1975.Google Scholar
  3. 3.
    Recommendation ITU-R SM.328-10. Spectra and Bandwidth of Emissions.Google Scholar
  4. 4.
    Agilent Vector Signal Analysis Basics. Application Note 150-15. 5989-1121EN.Google Scholar
  5. 5.
    Mobasseri, B.G., Digital Modulation Classification Using Constellation Shape, Signal Process., vol. 80, 2000, pp. 251–277.CrossRefMATHGoogle Scholar
  6. 6.
    Kuznetsov, A.V., Neural-Network Algorithm of Telecommunication Signal Class Division (in Russian). Informatsionnye Tekhnologii, No. 7, 1999.Google Scholar
  7. 7.
    Wong, M.L.D., and Nandi, A.K., Automatic Digital Modulation Recognition Using Artificial Neural Network and Genetic Algorithm, Signal Process., Vol. 84, No. 2, February 2004, pp. 351–365.CrossRefMATHGoogle Scholar
  8. 8.
    Proakis, J.G., Digital Communications, 4th Edition, Mc Graw-Hill, 2001.Google Scholar
  9. 9.
    Sklar, B., Digital Communications: Fundamentals and Applications, 2nd Edition, Prentice-Hall, 2001, ISBN 0-13-084788-7.Google Scholar
  10. 10.
    Beliakov, A.L., Bykovnikov, V.V., and Trembachov, A.V., Hardware and Software for Automated Technical Analysis of Radio Signals (in Russian). Special technologies. 2003. Special Edition, pp. 20–26.Google Scholar

Copyright information

© Springer Science+Business Media, LLC 2009

Authors and Affiliations

  • Anatoly Rembovsky
    • 1
  • Alexander Ashikhmin
    • 1
  • Vladimir Kozmin
    • 1
  • Sergey Smolskiy
    • 2
  1. 1.JSC IRCOSMoskvaRussia
  2. 2.Department of Radio ReceiversMoscow Power Engineering Institute Technical UniversityMoskvaRussia

Personalised recommendations