Indoor LOS Wi-Fi Coverage Prediction using ANN
Keywords:
WiFi, QoS, RMSE, ANNAbstract
Wi-Fi communication standard is becoming very popular and important in our daily communications applications. As a result research is being undertaken to improve on its quality of service (QoS). This study is aimed at predicting Wi-Fi signal propagation along a corridor using Artificial Neural Networks (ANN). The absolute mean error (ME), root mean square error and standard deviation of the predicted signal were determined. The study was undertaken using a Wi-Fi router as the transmitter and a mobile phone as the receiver. The measured values were then used in ANN prediction.
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Published
04-04-2022
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Copyright (c) 2022 M. O Omae, E. N Ndungu , P. L. Kibet

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.