Exploiting cognitive radios for reliable satellite communications

Mohammad J. Abdel-Rahman, Marwan M Krunz, Richard Erwin

Research output: Contribution to journalArticle

11 Scopus citations

Abstract

Satellite transmissions are prone to both unintentional and intentional RF interference. Such interference has significant impact on the reliability of packet transmissions. In this paper, we make preliminary steps at exploiting the sensing capabilities of cognitive radios for reliable satellite communications. We propose the use of dynamically adjusted frequency hopping (FH) sequences for satellite transmissions. Such sequences are more robust against targeted interference than fixed FH sequences. In our design, the FH sequence is adjusted according to the outcome of out-of-band proactive sensing, carried out by a cognitive radio module that resides in the receiver of the satellite link. Our design, called out-of-band sensing-based dynamic FH, is first analyzed using a discrete-time Markov chain (DTMC) framework. The transition probabilities of the DTMC are then used to measure the 'channel stability', a metric that reflects the freshness of sensed channel interference. Next, out-of-band sensing-based dynamic FH is analyzed following a continuous-time Markov chain model, and a numerical procedure for determining the 'optimal' total sensing time that minimizes the probability of 'black holes' is provided. DTMC is appropriate for systems with continuously adjustable power levels; otherwise, continuous-time Markov chain is the suitable model. We use simulations to study the effects of different system parameters on the performance of our proposed design.

Original languageEnglish (US)
Pages (from-to)197-216
Number of pages20
JournalInternational Journal of Satellite Communications and Networking
Volume33
Issue number3
DOIs
Publication statusPublished - May 1 2015

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Keywords

  • cognitive radio
  • dynamic frequency hopping
  • Markov models
  • out-of-band sensing
  • satellite communications

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Media Technology

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