Spacecraft Recovery & Remote Sensing, Volume. 45, Issue 2, 163(2024)
A Predictive Aircraft Trajectory Prediction Method Based on Transformer Encoder and LSTM
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模型 $E_{\mathrm{AD}} $ $E_{\mathrm{D,min}} $ $E_{\mathrm{D,max}} $ $E_{\mathrm{FD}} $ Transformer-Encoder-LSTM 0.220 713 0.057 263 0.473 777 0.290 907 CNN-LSTM-Attention 0.355 400 0.092 520 0.755 955 0.532 699 LSTM 0.498 273 0.171 405 0.921 070 0.595 819 Transformer 0.594 811 0.189 316 1.148 455 0.797 651
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Mingyang LI, Zhijun LU, Dongjing CAO, Shixiang CAO. A Predictive Aircraft Trajectory Prediction Method Based on Transformer Encoder and LSTM[J]. Spacecraft Recovery & Remote Sensing, 2024, 45(2): 163
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Received: Nov. 22, 2023
Accepted: --
Published Online: May. 29, 2024
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