Research on modeling and optimization of dual-mode communication synchronization capability based on complex network
|更新时间:2026-10-15
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Research on modeling and optimization of dual-mode communication synchronization capability based on complex network
Vol. 63, Issue 10, (2026)
作者机构:
苏州工业职业技术学院集成电路与通信学院
作者简介:
基金信息:
DOI:
CLC:
Published:2026
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Wu Zhenying, Luo Nan, Liu Yong. Research on modeling and optimization of dual-mode communication synchronization capability based on complex network[J]. 2026, 63(10).
DOI:
Wu Zhenying, Luo Nan, Liu Yong. Research on modeling and optimization of dual-mode communication synchronization capability based on complex network[J]. 2026, 63(10).DOI:
Research on modeling and optimization of dual-mode communication synchronization capability based on complex network
Dual-mode communication breaks down communication medium barriers and achieves complementary advantages of network resources. It has shown significant advantages in the collection of total curve data in the substation area and has become a key component of the smart grid. However
existing research mainly focuses on micro level aspects such as node random links and node networking. This paper proposes a synchronization capability analysis method for dual-mode communication network based on complex network theory
and derives the mathematical correlation between the hyper Laplacian matrix and its eigenvalues of dual-mode communication and the coupling strength within and between layers. Theoretical analysis shows that the synchronization capability of dual-mode communication networks is determined by the minimum non-zero eigenvalue of their Laplacian matrix. The simulation results indicate that the improvement of interlayer coupling is limited by the strength of intra layer connections. It is recommended to prioritize increasing the intra layer coupling strength to a critical value
and then increasing the inter layer coupling strength until the synchronization capability approaches saturation. If resources are sufficient
the optimization method will shift from parameter optimization to topology optimization by increasing proxy coordinator(PCO)nodes. The experimental results confirm that the synchronization ability decreases with the expansion of network scale
but the trend is consistent. The failure of key nodes leads to a sharp drop in synchronization ability. Therefore
key node protection is crucial for maintaining synchronization stability.