基于LSTM与1DCNN的导弹轨迹预测方法

宋波涛, 许广亮

Missile trajectory prediction method based on LSTM and 1DCNN

Botao SONG, Guangliang XU

表6 不同网络预测误差及训练用时对比

Table 6 Comparison of prediction error and training time of different networks

网络类型 预测误差/m 训练用时(周期)/个 BP 9005.6 1.0 RNN 4236.1 2.5 LSTM 2240.6 3.0 LSTM-1DCNN 2043.6 2.8 1DCNN 2079.8 2.0