直流微电网内多源协同变换器信息-能量复合调制的 Goertzel 高效解调技术
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东北大学

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TN763

基金项目:

国家自然科学基金(52307194);中央高校基本科研业务费专项资金(N25GFZ004)


Goertzel-Based Efficient Demodulation Technology for Cyber-Energy Dual Modulation in Multi-Source Coordinated Converters within DC Microgrids
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National Natural Science Foundation of China (52307194); The fundamental Research Funds for the Central Universities (N25GFZ004)

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    摘要:

    信息-能量复合调制技术逐步成为直流微电网多源变换器的高效分布式协同控制的通信基础。相较于传统光纤和电力载波通信技术,具备无需专用通信线路和特定信号发生单元的优势。然而,现有解调方法普遍依赖离散傅里叶变换(DFT)进行频谱分析,在嵌入式系统“资源受限、非同步采样”的约束下,面临频谱泄露与实时性不足问题。因此,本文提出一种基于Goertzel算法的高效解调技术。首先,本文以典型的功率/数据2FSK单载波调制方案为研究对象,阐述了其解调性能的挑战。其次,设计一种基于Goertzel算法的高效解调技术,通过较低的计算复杂度,有效缓解了频谱泄露与实时性不足。最后,为验证所提方法,设计了系统的仿真对比实验。实验结果表明:在相同计算资源下,所提方法的幅值估计均方根误差较传统DFT方案最高降低98%,有效抑制了频谱泄露;在分析窗长相等的条件下,其处理耗时较传统DFT算法平均减少60.5%,实现2.53倍的加速比。

    Abstract:

    Cyber-energy dual modulation technology is emerging as the communication foundation for efficient distributed coordinated control of multi-source converters in DC microgrids. It offers advantages over traditional optical fiber and power line carrier communication by eliminating the need for dedicated lines and specific signal generation units. However, existing demodulation methods predominantly rely on Discrete Fourier Transform (DFT) for spectrum analysis and face challenges of spectral leakage and insufficient real-time performance under the "resource-limited, non-synchronous sampling" constraints of embedded systems. This paper proposes an efficient demodulation technology based on the Goertzel algorithm. Firstly, taking the typical power/data 2FSK single-carrier modulation as the research subject, it analyzes its demodulation challenges. Secondly, an efficient demodulation scheme based on the Goertzel algorithm is designed, which alleviates spectral leakage and real-time limitations with lower computational complexity. Finally, systematic simulation comparison experiments are conducted for validation. Results show that, under the same computational budget, the proposed method reduces the root-mean-square error of amplitude estimation by up to 98% compared to the conventional DFT-based scheme, effectively suppressing spectral leakage. Under equal analysis window length, its processing time is reduced by an average of 60.5% compared to the traditional DFT algorithm, achieving a speedup factor of 2.53.

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  • 收稿日期:2026-01-12
  • 最后修改日期:2026-03-06
  • 录用日期:2026-03-06
  • 在线发布日期: 2026-03-26
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