Outdoor Radio Propagation Model Optimization Using Genetic Algorithm

Authors

Deepti Kakkar
Department of Electronics and Communication Engineering, Dr. BR Ambedkar National Institute of Technology, Jalandhar, Punjab, India
Amarah Zahra
Department of Electronics and Communication Engineering Dr B R Ambedkar National Institute of Technology Jalandhar, India Jalandhar, India
Hritwik Todawat
Department of Electronics and Communication Engineering Dr B R Ambedkar National Institute of Technology Jalandhar, India Jalandhar, India
Vaishnawi Singh
Department of Electronics and Communication Engineering Dr B R Ambedkar National Institute of Technology Jalandhar, India Jalandhar, India
Farhana Shahid
Department of Electronics and Communication Engineering Dr B R Ambedkar National Institute of Technology Jalandhar, India Jalandhar, India
Vidhya Sagar
Department of Electronics and Communication Engineering Dr B R Ambedkar National Institute of Technology Jalandhar, India Jalandhar, India

Synopsis

Path loss which is one of the main issues in wireless communication system and has been studied for long time. With the tremendous increase in demand in wireless technology, this Path loss needs to be optimized. Therefore, it is very important to analyse these different propagation models in order to get some useful information out and develop a system based on it. This is done to get the optimum path loss from different models. These are useful tools which makes the designers capable of designing a wireless system with great efficiency. In pursuit of the same, this paper attempts to optimize free space propagation model and hata model using GA algorithm, and shows a comparison by putting them side by side. This paper gives an insight of comparison between free space and Hata model in wireless communication taking different propagation environments into consideration.

WREC21
Published
September 22, 2021
Online ISSN
2582-3922