Envelope-accumulation demodulation of low-SNR Loran-C data with ≥ 5 dB sensitivity gain

Abstract To enhance the demodulation performance of Loran-C signals and improve the autonomous timing capability of Loran-C receivers, we propose an Envelope Conjugate Multiplication Accumulation (ECMA) demodulation scheme based on envelope accumulation. Theoretical analysis demonstrates that the proposed ECMA scheme provides a stable signal-to-noise ratio (SNR) gain and exhibits greater robustness to skywave interference than conventional demodulation methods. Numerical simulations under additive Gaussian noise and skywave-interference conditions show that the proposed scheme achieves a demodulation sensitivity improvement of at least 5 dB, thereby reducing performance degradation under severe interference. Field experiments using real received signals further demonstrate the feasibility and practical effectiveness of the proposed ECMA scheme.

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Publication Details

Journal
Scientific Reports
Published
2026-09-28
DOI
https://doi.org/10.1038/s41598-026-72768-5
Primary Topic
Radio Wave Propagation Studies
Type
article
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Envelope-accumulation demodulation of low-SNR Loran-C data with ≥ 5 dB sensitivity gain

Jiangtao Xu, Chen He, Geng Li, Hui Cao et al.
Scientific Reports
Radio Wave Propagation Studies
article

Envelope-accumulation demodulation of low-SNR Loran-C data with ≥ 5 dB sensitivity gain

Jiangtao Xu, Chen He, Geng Li, Hui Cao, Ming Dong, Qian Zhang
article en

Abstract

Abstract To enhance the demodulation performance of Loran-C signals and improve the autonomous timing capability of Loran-C receivers, we propose an Envelope Conjugate Multiplication Accumulation (ECMA) demodulation scheme based on envelope accumulation. Theoretical analysis demonstrates that the proposed ECMA scheme provides a stable signal-to-noise ratio (SNR) gain and exhibits greater robustness to skywave interference than conventional demodulation methods. Numerical simulations under additive Gaussian noise and skywave-interference conditions show that the proposed scheme achieves a demodulation sensitivity improvement of at least 5 dB, thereby reducing performance degradation under severe interference. Field experiments using real received signals further demonstrate the feasibility and practical effectiveness of the proposed ECMA scheme.

Scientific Reports
State Grid Zhejiang Electric Power Company (China) (CN), Xi'an Jiaotong University (CN)
Openalex Percentile: Top 8%
Radio Wave Propagation Studies
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