Setting up 5G cellular networks over a wide range of areas is a major challenge due to the unavailability of deterministic modeling techniques to simulate a network before actual implementation. Implementing a model which considers real-world parameters is still a challenge as it is state-of-the-art technology. In this paper, the virtual 5G setup is implemented using a software tool in different topographical regions, and the various issues are addressed. The primary issue in 5G range of frequency is the signal undergoes various attenuation depending on the various dynamic channel conditions. The losses include weather loss due to the obstacles, weather, and foliage. To establish a 5G network in rural areas, these losses play a major role in determining the effectiveness of this system in these remote areas because rural areas when compared to cities have a lot more trees and the weather might be a bit cooler when compared to the urban areas. Thus, finding out the effect of foliage on the transmitted signal plays a major role. The data rate increases by using a higher frequency range in turn increases the attenuation in the received signal which is addressed in this work. The different channel modeling for different topographical regions are analyzed and tabulated for the optimal set of parameters required to establish a 5G communication system, results are obtained using MATLAB.