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Detection of radio transmitter turn-on transients

Detection of radio transmitter turn-on transients

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The use of a fractal dimension measure in conjunction with a Bayesian step change detector for the detection of radio transmitter turn-on transients is described. Fractal dimensions from radio transmission samples are calculated. The Bayesian change detector is then used to detect the change in the fractal trajectory in order to locate the transition point from channel noise to the start of a transient.

Inspec keywords: transients; Bayes methods; fractals; radio transmitters

Other keywords: channel noise; fractal dimension measure; fractal trajectory; Bayesian step change detector; transition point; turn-on transients; radio transmitter

Subjects: Radio and television transmitters

References

    1. 1)
      • Shaw, D., Kinsner, W.: `Multifractal modeling of radio transmitter transients for classification', Proc. WESCANEX'97, 22–23 May 1997, p. 306–312.
    2. 2)
      • T. Higuchi . Approach to an irregular time series on the basis of the fractal theory. Physica D , 227 - 283
    3. 3)
      • J. Ó Ruanaidh , J.W. Fitzgerald . (1996) Numerical Bayesian methods applied to signal processing.
    4. 4)
      • Ureten, O., Serinken, N.: `Bayesian detection of radio transmitter turn-on transients', Proc. NSIP'99, 20–23 June 1999, p. 830–834.
http://iet.metastore.ingenta.com/content/journals/10.1049/el_19991369
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