Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/8307
Title: Estimation of specific differential phase shift using signal processing techniques
Other Titles: Sinyal işleme teknikleri ile spesifik diferansiyel faz farkinin tahmin edilmesi
Authors: Onur, Y.
Keywords: KDP
Linear regression
Noise reduction
Phase unfolding
Specific differential phase shift
Electromagnetic wave polarization
Electromagnetic waves
Remote sensing
Differential phase
Differential phase shifts
Electromagnetic propagation
Multiple polarizations
Remote sensing system
Signal processing technique
Specific differential phase
Target classification algorithms
Radar signal processing
Issue Date: 2021
Publisher: Institute of Electrical and Electronics Engineers Inc.
Abstract: Emerging as a product in remote sensing systems with multiple polarizations, the specific differential phase difference provides an important input to target classification algorithms. The specific differential phase difference derived from the differential phase difference is the expression of the phase difference between two polarizations in a radar cell. The specific word refers to its formation on a cell basis. The differential phase difference is obtained accumulatively along a radar beam. Basically the specific differential phase difference is the derivative of the differential phase difference. Due to the nature of its electromagnetic propagation, the beam sent is noisily seen in the receivers. Due to this noise added to the electromagnetic wave in both polarizations and the cumulative acquisition of the differential phase difference, it becomes difficult to calculate the differential phase difference specifically on a cell basis. In this context, the propesed method reduces the noise seen in the receiver in the first stage. In the second stage, an algorithm was used to unfold the phase folds that can occur in the differential phase shift which is cumulative along the beam. Finally, linear regression with moving windows was applied on signals which noise reduced and phase folds opened, and the specific differential phase was calculated from here. © 2021 IEEE.
Description: 29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021 -- 9 June 2021 through 11 June 2021 -- 170536
URI: https://doi.org/10.1109/SIU53274.2021.9477805
https://hdl.handle.net/20.500.11851/8307
ISBN: 9781665436496
Appears in Collections:Elektrik ve Elektronik Mühendisliği Bölümü / Department of Electrical & Electronics Engineering
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection

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