Accurate high-speed urban field strength predictions using a new hybrid statistical/deterministic modelling technique

C Michaelides, AR Nix

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

6 Citations (Scopus)
242 Downloads (Pure)

Abstract

To effectively dimension and rollout a cellular network, accurate site-specific field strength predictions are required. Traditionally, operators make use of high-speed statistical propagation models for each proposed base site. Today's advanced cellular networks place a greater emphasis on urban microcellular deployment. It is well known that statistical models perform poorly in such environments. To overcome these limitations, the use of deterministic propagation modelling is common. However, although such models enhance prediction accuracy, they also require excessive computation time. A new hybrid statistical/deterministic field strength prediction model is proposed that combines the speed of a statistical model with the site-specific accuracy of a deterministic ray model. Results indicate that the new hybrid model can produce very accurate field strength prediction grids with computing times reduced by one to two orders of magnitude. For the example considered, the computing time for a one square kilometer grid comprising 10000 points (100 by 100) has been reduced from 20 mins to just over 4 minutes (running on an 800 MHz Pentium III). For more complex ray models and/or higher grid densities, even higher speed-up factors can be achieved.
Translated title of the contributionAccurate High-Speed Urban Field Strength Predictions using a new Hybrid Statistical/Deterministic Modelling Technique
Original languageEnglish
Title of host publicationIEEE VTC Fall, Atlantic City, USA, October
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages1088 - 1092
Volume2
ISBN (Print)0780370058
DOIs
Publication statusPublished - Oct 2001
Event54th Vehicular Technology Conference 2001 (VTC 2001-Fall) - Atlantic City, United States
Duration: 1 Oct 2001 → …

Conference

Conference54th Vehicular Technology Conference 2001 (VTC 2001-Fall)
CountryUnited States
CityAtlantic City
Period1/10/01 → …

Bibliographical note

Rose publication type: Conference contribution

Sponsorship: Christos Michaelides would like to thank the institute of State Scholarships of Greece for providing the funding for the current project

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Keywords

  • microcellular radio
  • radiowave propagation
  • ray tracing

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