Specific Emitter Identification Based on IQ Compensation for Multi-Receiver Systems

With the advancement of radio frequency (RF) signal monitoring technologies, distributed multi-receiver emitter monitoring systems have become increasingly prevalent. However, most existing specific emitter identification (SEI) techniques rely on data collected from a single receiver, which presents limitations when adapting to distributed multi-receiver environments. Current methods for emitter identification in multi-receiver systems often overlook the RF damage introduced by the receivers when integrating signal features from multiple receivers, which may adversely affect classification results. To address this issue, this paper proposes a multi-receiver specific emitter identification method based on IQ compensation (MR-SEI-IQC). Experimental validation shows that the MR-SEI-IQC method effectively mitigates the negative impact of RF damage at the receiver end on identification accuracy.

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Published
2024-12-27
DOI
https://doi.org/10.1109/auteee62881.2024.10869792
Citations
1
Primary Topic
Radio Frequency Integrated Circuit Design
Type
article
Field-Weighted Citation Impact
0.21
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article

Specific Emitter Identification Based on IQ Compensation for Multi-Receiver Systems

Liang Yin, Jiadong Li
1 citations
Radio Frequency Integrated Circuit Design
0.21
article

Specific Emitter Identification Based on IQ Compensation for Multi-Receiver Systems

Liang Yin, Jiadong Li
article en
1 citations

Abstract

With the advancement of radio frequency (RF) signal monitoring technologies, distributed multi-receiver emitter monitoring systems have become increasingly prevalent. However, most existing specific emitter identification (SEI) techniques rely on data collected from a single receiver, which presents limitations when adapting to distributed multi-receiver environments. Current methods for emitter identification in multi-receiver systems often overlook the RF damage introduced by the receivers when integrating signal features from multiple receivers, which may adversely affect classification results. To address this issue, this paper proposes a multi-receiver specific emitter identification method based on IQ compensation (MR-SEI-IQC). Experimental validation shows that the MR-SEI-IQC method effectively mitigates the negative impact of RF damage at the receiver end on identification accuracy.

Beijing University of Posts and Telecommunications (CN)
Openalex Percentile: Top 44%
Radio Frequency Integrated Circuit Design
0.21
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Specific Emitter Identification Based on IQ Compensation for Multi-Receiver Systems — Liang Yin, Jiadong Li · (2024) | TGRS Research Map | TGRS