Linear regression route roughness parameter to correct hata path loss prediction formula for 1800MHz

Mahdi A. Nisirat, Mahamod Ismail, Liyth Nissirat, Salim Alkhawaldeh

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Propagation path loss models are going under intensive improvement to allow for more accurate predictions. Such improvements should include terrain areas that are not been exposed extensively in most of the earlier models. In this paper the main equation of Hata urban model is modified by a relation that includes the standard deviation of the measuring campaign route elevations (σ). This relation is consisting of two regression formulas, as a function of log(σ), modifying both the intercept point (DC value) and the slope of Hata urban model. Root Mean Square Error (RMSE) difference between this model and the measured filtered raw data path loss has overcome RMSE calculated for Hata suburban model, by up to 13 dB. Areas where data are collected would be assumed suburban by Hata model. Data were obtained from mobile service providers in Amman city and Madaba city, Jordan for the frequency band of 1800 MHz.

Original languageEnglish
Title of host publicationProgress in Electromagnetics Research Symposium
Pages1429-1431
Number of pages3
Publication statusPublished - 2012
EventProgress in Electromagnetics Research Symposium, PIERS 2012 Kuala Lumpur - Kuala Lumpur
Duration: 27 Mar 201230 Mar 2012

Other

OtherProgress in Electromagnetics Research Symposium, PIERS 2012 Kuala Lumpur
CityKuala Lumpur
Period27/3/1230/3/12

Fingerprint

Linear regression
Surface roughness
Mean square error
Frequency bands

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Electronic, Optical and Magnetic Materials

Cite this

Nisirat, M. A., Ismail, M., Nissirat, L., & Alkhawaldeh, S. (2012). Linear regression route roughness parameter to correct hata path loss prediction formula for 1800MHz. In Progress in Electromagnetics Research Symposium (pp. 1429-1431)

Linear regression route roughness parameter to correct hata path loss prediction formula for 1800MHz. / Nisirat, Mahdi A.; Ismail, Mahamod; Nissirat, Liyth; Alkhawaldeh, Salim.

Progress in Electromagnetics Research Symposium. 2012. p. 1429-1431.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nisirat, MA, Ismail, M, Nissirat, L & Alkhawaldeh, S 2012, Linear regression route roughness parameter to correct hata path loss prediction formula for 1800MHz. in Progress in Electromagnetics Research Symposium. pp. 1429-1431, Progress in Electromagnetics Research Symposium, PIERS 2012 Kuala Lumpur, Kuala Lumpur, 27/3/12.
Nisirat MA, Ismail M, Nissirat L, Alkhawaldeh S. Linear regression route roughness parameter to correct hata path loss prediction formula for 1800MHz. In Progress in Electromagnetics Research Symposium. 2012. p. 1429-1431
Nisirat, Mahdi A. ; Ismail, Mahamod ; Nissirat, Liyth ; Alkhawaldeh, Salim. / Linear regression route roughness parameter to correct hata path loss prediction formula for 1800MHz. Progress in Electromagnetics Research Symposium. 2012. pp. 1429-1431
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