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Information Elastic Adaptation Method for Unmanned Systems Based on Communication Quality Assessment
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Yanqiao CHEN1, 2, Qiuyang ZHANG1, 2, *, Xiaolong ZHANG1, 2, Jianyong YANG1, 2, Xinghua CHAI1, 2, Yang SU1, 2
Radio Engineering | 2025, 55(11) : 2298 - 2303
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Radio Engineering | 2025, 55(11): 2298-2303
• Engineering & Application •
Information Elastic Adaptation Method for Unmanned Systems Based on Communication Quality Assessment
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Yanqiao CHEN1, 2, Qiuyang ZHANG1, 2, *, Xiaolong ZHANG1, 2, Jianyong YANG1, 2, Xinghua CHAI1, 2, Yang SU1, 2
Affiliations
  • 1.The 54th Research Institute of CETC, Shijiazhuang 050081, China
  • 2.Key Laboratory of Intelligent Measurement and Control Information Technology for Unmanned Systems in Hebei Province, Shijiazhuang 050081, China
Published: 2025-11-05 doi: 10.3969/j.issn.1003-3106.2025.11.018
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To solve the problem of stable information transmission for unmanned systems in complex electromagnetic environments, the information elastic adaptation method for unmanned systems based on communication quality assessment is proposed. Signal strength, bit error rate, and signal-to-noise ratio at the communication link layer are selected as characteristic parameters for communication quality assessment. Long Short-Term Memory ( LSTM) network is served as the signal prediction model to estimate future signal parameters, while a Support Vector Regression (SVR) model is employed to evaluate real-time communication quality. Based on the communication quality level evaluation model, the communication quality evaluation results are obtained; corresponding level of content is transmitted according to the communication quality level. Simulations using real-world data and field tests demonstrate that the proposed method ensures reliable information transmission for unmanned systems in highly dynamic and contested electromagnetic environments.

unmanned systems  /  communication quality assessment  /  elastic adaptation  /  LSTM  /  SVR
Yanqiao CHEN, Qiuyang ZHANG, Xiaolong ZHANG, Jianyong YANG, Xinghua CHAI, Yang SU. Information Elastic Adaptation Method for Unmanned Systems Based on Communication Quality Assessment[J]. Radio Engineering, 2025 , 55 (11) : 2298 -2303 . DOI: 10.3969/j.issn.1003-3106.2025.11.018
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Year 2025 volume 55 Issue 11
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Article Info
doi: 10.3969/j.issn.1003-3106.2025.11.018
  • Receive Date：2025-03-14
  • Online Date：2026-04-17
  • Published：2025-11-05
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  • Received：2025-03-14
Affiliations
    1.The 54th Research Institute of CETC, Shijiazhuang 050081, China
    2.Key Laboratory of Intelligent Measurement and Control Information Technology for Unmanned Systems in Hebei Province, Shijiazhuang 050081, China
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