RADIO PROPAGATION MODELING OF JOS SUBURBS AT 900MHZ USING AN ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM

Authors

  • Deme A. C.
    ICT Directorate, University of Jos, Nigeria
  • Usman A. U.
    Department of Electrical and Electronics Engineering, Federal University of Technology, P.M.B. 65, Minna, Nigeria
  • Choji D. N.
    Department of Computer Science, University of Jos, Nigeria

Abstract

This study investigates radio propagation modeling of the suburbs of Jos, Nigeria, at an operating frequency of 900MHz, using an Adaptive Neuro-Fuzzy Inference System (ANFIS) Technique. Path loss values computed based on received power measurements obtained from Base Transceiver Stations situated across the suburbs of the city were used to train, validate and test the ANFIS model for capacity to predict path loss. Results indicated that the ANFIS model with a Root Mean Square Error (RMSE) value of 4.74dB offers an improvement in prediction accuracy over the COST 231 Hata model, which has an RMSE value of 5.90dB.

Dimensions
bak

Published

15-02-2021

How to Cite

RADIO PROPAGATION MODELING OF JOS SUBURBS AT 900MHZ USING AN ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM. (2021). FULafia Journal of Science and Technology , 1(1), 70-76. https://lafiascijournals.org.ng/index.php/fjst/article/view/12

Issue

Vol. 1 No. 1 (2015): Fulafia Journal of Science and Technology (FJST)

Section

Physical Sciences
Copyright & Licensing

How to Cite

RADIO PROPAGATION MODELING OF JOS SUBURBS AT 900MHZ USING AN ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM. (2021). FULafia Journal of Science and Technology , 1(1), 70-76. https://lafiascijournals.org.ng/index.php/fjst/article/view/12

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