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Statistical modelling of spectrum occupancy

Statistical modelling of spectrum occupancy

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  • Author(s): A.J. Gibson 1  and  L. Arnett 2
    • View affiliations
    • Affiliations: 1: Radiocommunications Research Unit, R25, Rutherford Appleton Laboratory, Didcot, UK
      2: Radiocommunications Research Unit, R25, Defence Research Agency, Great Malvern, UK
  • Source: Volume 29, Issue 25, 9 December 1993, p. 2175 – 2176
    DOI:  10.1049/el:19931460 , Print ISSN 0013-5194, Online ISSN 1350-911X
© Crown
Published

A novel method of modelling spectrum occupancy is identified. Good agreement is demonstrated between a conceptual formula for new two-dimensional transistion probabilities and estimates from experimental data. Application to radio system design and frequency management is explained.

Inspec keywords: telecommunication channels; probability; frequency allocation; statistical analysis; radio systems

Other keywords: radio system design; spectrum occupancy; two-dimensional transition probabilities; statistical modelling; single channel occupancy; frequency management

Subjects: Other topics in statistics; Legislation, frequency allocation and spectrum pollution; Radio links and equipment; Information theory

References

    1. 1)
      • A.J. Gibson . (1993) , A statistical model of spectrum occupancy.
    2. 2)
      • J. Klotz . Statistical inference in Bernoulli trials with dependence. Annals on Statistics , 2 , 373 - 379
    3. 3)
      • T.W Anderson , L.A. Goodman . Statistical inference about Markov chains. Ann. of Math. Stat. , 89 - 110
    4. 4)
      • Gouterlard, C., Caratori, J.: `Time modelling of HF interferences', Proc. 5th Int. Conf. on HF Radio Systems and Techniques, 1991, Edinburgh, 339, p. 343–348, IEE Conf. Pub..
    5. 5)
      • A.D. Spaulding , G.H. Hagn . On the definition and estimation of spectrum occupancy. IEEE Trans. , 269 - 280
    6. 6)
      • Gott, G.F., Poole, C.R., Laycock, P.J., Chan, S.K., Ray, A.R.: `A model for HF spectral occupancy', Proc. 5th Int. Conf. on HF Radio Systems and Techniques, 1991, Edinburgh, 339, p. 332–336, IEE Conf. Pub..
    7. 7)
      • Laycock, P.J., Morrell, M., Gott, G.F., Ray, A.R.: `A model for HF spectral occupancy', Proc. 4th Int. Conf. on HF Radio Systems and Techniques, 1988, London, 284, p. 165–171, IEE Conf. Pub..
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