Temperature Measurement using Neural Network and Prediction of External Noise
Ivan Milovanovic, Zoran Stankovic, Marija Agatonovic and Marija Milijic
Transactions on Machine Design, Vol. 11, No. 1, 2023.
DOI: https://doi.org/10.6025/tmd/2023/11/1/12-19
Link: https://www.dline.info/tmd/fulltext/v11n1/tmdv11n1_3.pdf
Abstract:
The neural model for measuring the estimation of the microwave-based noise temperature which predicts the external noise level and the receiving point is calculated. The noise effect is considered by us which are protected by the system that produced stable results. We have found out the gasâ€™s emission from the atmosphere particularly the oxygen and water vapour. With the help of the Multilayer perceptron network, we have created the neural network model for temperature calculation. We have presented the basic design used and training results and testing data in different parts