Title
An Empirical Study of Propagation Models for Wireless Communications in Open-Pit Mines
Abstract
In this paper, we investigate the suitability of the propagation models ITU-R 526, Okumura Hata, COST Hata models and Standard Propagation Model (SPM) to predict the path loss in open-pit mines. The models are evaluated by comparing the predicted data with measurements obtained in two operational iron-ore mining complexes in Brazil. Additionally, a simple deterministic model, based on the inclusion of an effective antenna height term to the ITU-R 526, is proposed and compared to the other methods. The results show that the proposed model results in root-mean-square error (RMSE) values between 5.5 dB and 9.2 dB, and it is capable of providing a close approximation of the best predictions (i.e. those with lowest RMSE) as provided by the SPM. The proposed model, however, reduces the calibration complexity considerably.
Year
DOI
Venue
2018
10.1109/VTCSpring.2018.8417487
2018 IEEE 87th Vehicular Technology Conference (VTC Spring)
Keywords
Field
DocType
wireless communications,open-pit mines,Okumura Hata,COST Hata models,root-mean-square error,ITU-R 526,iron-ore mining
Data modeling,Wireless,Computer science,Algorithm,Mean squared error,Electronic engineering,Path loss,Deterministic system,Ultra high frequency,Calibration,Antenna height considerations
Conference
ISBN
Citations 
PageRank 
978-1-5386-6356-1
1
0.63
References 
Authors
1
7