Research on Classification Technology of Phase-Coding Signal Modulation Under Different IF Bandwidth Filtration

Automatic classification of intra-pulse modulation features is an important part of radar signal analysis. For analysis to intra-pulse modulation, automatic classification of intra-pulse modulation is usually conducted based on frequency conversion and filtration to received radar signal. The classification method for intra-pulse modulation based on phase difference can achieve accurate classification under wide-band IF filtration. But under narrow band IF filtration, (50MHz/10MHz), IF filtration may lead to phase deterioration of target signal. This paper proposes a modulation classification method of phase-coding signal based on accumulated difference so as to classify the unmodulated signal, bi-phase signal and quadri-phase signal. Validated by simulation, that method can achieve over 85% accuracy for classification of phase-coding modulation signal. The proposed method is validated to be feasible in engineering by practical test.

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Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/itnec60942.2024.10733189
Primary Topic
Optical Systems and Laser Technology
Type
article
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article

Research on Classification Technology of Phase-Coding Signal Modulation Under Different IF Bandwidth Filtration

Byungsul Min, Jinfeng Wang, Bin Wang, Zhicheng Guan
Optical Systems and Laser Technology
article

Research on Classification Technology of Phase-Coding Signal Modulation Under Different IF Bandwidth Filtration

Byungsul Min, Jinfeng Wang, Bin Wang, Zhicheng Guan
article en

Abstract

Automatic classification of intra-pulse modulation features is an important part of radar signal analysis. For analysis to intra-pulse modulation, automatic classification of intra-pulse modulation is usually conducted based on frequency conversion and filtration to received radar signal. The classification method for intra-pulse modulation based on phase difference can achieve accurate classification under wide-band IF filtration. But under narrow band IF filtration, (50MHz/10MHz), IF filtration may lead to phase deterioration of target signal. This paper proposes a modulation classification method of phase-coding signal based on accumulated difference so as to classify the unmodulated signal, bi-phase signal and quadri-phase signal. Validated by simulation, that method can achieve over 85% accuracy for classification of phase-coding modulation signal. The proposed method is validated to be feasible in engineering by practical test.

Openalex Percentile: Top 83%
Optical Systems and Laser Technology
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Research on Classification Technology of Phase-Coding Signal Modulation Under Different IF Bandwidth Filtration — Byungsul Min, Jinfeng Wang, et al. · (2024) | TGRS Research Map | TGRS