Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.13091/3167
Title: Experimental Investigation of Range Measurement Error for Radar under Different Weather Conditions
Authors: Ünler, Tarık
Seyfi, Levent
Keywords: ANFIS
ANN
EM wave velocity
error estimation
KNN
measurement error
MLR
radar measurement
SVM
Publisher: Academic Publishing House
Abstract: In this paper, the effect of different weather conditions on radar distance measurements was investigated experimentally. In current radar applications, the speed of the EM wave in the environment is accepted as the speed of light for distance measurements by radar. However, this speed varies in different weather conditions and is essential for sensitive radar applications. A radar system followed the target at a fixed distance to examine the changes in the speed of the EM wave due to the changes in the dielectric constant and conductivity parameters in different weather conditions. While measuring the distance, temperature, apparent temperature, relative humidity, and pressure were also recorded. Thus, erroneous distance measurements caused by air change could be detected. MLR, SVM, ANN, KNN and ANFIS models were used to estimate erroneous distance measurements caused by weather change. The results showed that the error in distance measurements could be estimated with great accuracy. © 2022 Academic Publishing House. All rights reserved.
URI: https://doi.org/10.7546/CRABS.2022.09.10
https://doi.org/10.7546/CRABS.2022.09.10
https://hdl.handle.net/20.500.13091/3167
ISSN: 1310-1331
Appears in Collections:Mühendislik ve Doğa Bilimleri Fakültesi Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collections
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collections

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