zulfadlizainal/nr-coverage-simulator

Coverage simulator for 5G NR using multiple path loss modeling techniques.

5G-NR-Coverage-Simulator

Simulating a coverage map for 5G NR through few possibilities of path loss model. Main goal in the future would be creating a machine learning based path loss model.

List of projects

Coverage Map - Free Space Path Loss Model (Link)
Coverage Map - Measurement Based PL Model (n77) (Link)

1. Coverage Map - Free Space Path Loss Model (Link)

This simulation is based on Free Space Path Loss model to estimate the SS-RSRP coverage in 5G NR. Few possibilities of configuration can be set to understand the impact of any RF parameter tuning to the coverage.

2. Coverage Map - Measurement Based PL Model (n77) (Link)

This simulation is derived from actual measurement data of live 5G NR site in band n77. The path loss model is created by reverse calculating the actual SS-RSRP measurement by considering the antenna pattern and actual site configuration of the live site.