A Proposal for Path Loss Prediction in Urban Environments using Support Vector Regression In this repository you can find the database used in the paper: A Proposal for Path Loss Prediction in Urban Environments using Support Vector Regression The database is relative to measurements performed on four Base Station (GSM network). The files are linked by the field BTS_ID. Below are the fields description: 1) BTSs_Data.csv name : BTS name height: BTS height lat: BTS Latitude lon: BTS Longitude elev: Terrain elevation band : GSM Band bcch: Control Channel antenna: Antenna Model azimuth: Antenna Azimuth eirp: Equivalent isotropically radiated power (BTS power) tiltEle: Electrical Tilt Angle tiltMec: Mechanical Tilt Angle 2)Measurements.csv lat: measurement Latitude lon: measurement Longitude elev: Terrain elevation dist: Distance from BTS (Km) horAngle: Horzontal Angle (relative to BTS) vertAngle: Vertical Angle (relative to BTS) PLhata : Path loss predict by Okumura-Hata model (dB) attVer: Vertical attenuation predicted by the radiation pattern of the antenna (dB) attHor: Horizontal attenuation predicted by the radiation pattern of the antenna (dB) PLreal: Real loss measured (Transmitted - Received) (dB) https://www.thinkmind.org/download.php?articleid=aict_2014_5_30_10099
timotrob/SVR_PATHLOSS
The Database relative to paper A Proposal for Path Loss Prediction in Urban Environments using Support Vector Regression (https://www.thinkmind.org/download.php?articleid=aict_2014_5_30_10099)