Investigation of Error Margin of Some Path Loss Models Over Digital Terrestrial Television Channel in Katsina Metropolis

A. Akinbolati, Isah Shaibu, Chidozie Okpala
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Abstract

Due to rapid development in mobile communication technology in recent times, strong signal coverage has become a major necessity. However, path loss is one of the major challenges against strong signal coverage. Several path loss models have been developed for predicting wireless signal coverage for urban, sub-urban and rural areas. However, the need to investigate which model can best predict losses in an environment becomes necessary. This work is aimed at comparing the Error Margin of some Path loss Models over Digital Terrestrial Television (DTTV) channel using the Star Times DTTV Channel within Katsina metropolis. Seven path loss predicting models for outdoor macro cell wireless communication were used. They are; Free Space model, COST-231 model, (developed by the European Union Co-operative for Scientific and Technical Research Team) Hata - Okurmura model, Plane Earth model, Okumura model, Ericson model and ECC model. The measurement campaigns were in two seasons, the wet season was in August and dry season in November, 2021. Both measured and predicted path loss values were computed using empirical models. Statistical error analysis based on the RMSE was carried out to determine the error margins between measured and predicted values. Based on the result of path loss assessment and error analysis, COST-231 with the lowest RMSE value of 13.49 dB which is within the acceptable range for sub-urban city is the most preferred amongst the investigated models for path loss prediction over digital UHF channel in Katsina city
卡齐纳大都市数字地面电视频道上某些路径损耗模型的误差范围调查
近年来,由于移动通信技术的飞速发展,强信号覆盖已成为一种主要需求。然而,路径损耗是强信号覆盖面临的主要挑战之一。目前已开发出多种路径损耗模型,用于预测城市、城郊和农村地区的无线信号覆盖情况。然而,有必要研究哪种模型能最好地预测环境中的损耗。这项工作旨在利用卡齐纳大都市的 Star Times DTTV 频道,比较一些路径损耗模型在数字地面电视 (DTTV) 频道上的误差范围。使用了七个用于室外宏蜂窝无线通信的路径损耗预测模型。它们是:自由空间模型、COST-231 模型(由欧盟科技研究合作小组开发)、Hata - Okurmura 模型、平面地球模型、Okumura 模型、Ericson 模型和 ECC 模型。测量活动分两季进行,雨季在 2021 年 8 月,旱季在 11 月。测量和预测的路径损耗值均采用经验模型计算。根据 RMSE 进行了统计误差分析,以确定测量值和预测值之间的误差范围。根据路径损耗评估和误差分析的结果,COST-231 的均方根误差值最低,为 13.49 dB,在郊区城市的可接受范围内,是卡齐纳市数字超高频信道路径损耗预测研究模型中的首选。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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