Study On Optical Communications, Volume. 51, Issue 2, 240159-01(2025)
Research on RF Intensity Temperature Sensing based on 1D-CNN
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Fig. 4. Comparison of RMSE algorithms for RF intensity maximum at a notch depth of 8.1 dB
Table 1. Initial network structure of 8.1 dB notch depth
View tableView in ArticleTable 1. Initial network structure of 8.1 dB notch depth
RF强度 层数 卷积核大小 激活函数 池化方式 池化核大小 最大值处 1 1×2 ReLU 最大池化 1×2 最小值处 1 1×2 ReLU 最大池化 1×2
Table 2. Demodulation time of different algorithms
View tableView in ArticleTable 2. Demodulation time of different algorithms
算法名称 解调时间/s 最值法 4.07 高斯拟合法 19.92 多项式拟合法 6.01 1D-CNN法 5.36
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Meiqi DING, Lin GUI, Ziyi WANG, Disen SHANG, Min QIAN, Qiankun LI. Research on RF Intensity Temperature Sensing based on 1D-CNN[J]. Study On Optical Communications, 2025, 51(2): 240159-01
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Received: Jul. 24, 2024
Accepted: --
Published Online: May. 22, 2025
The Author Email: Lin GUI (guilin@sspu.edu.cn)
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