无线网络信号传输建模：一种区间二型模糊集成深度学习方法

赵亮, 谢志峰, 张坤鹏, 郑玉卿, 付园坤

Modeling signal propagation in wireless network:an interval type-2 fuzzy ensemble deep learning approach

Liang ZHAO, Zhifeng XIE, Kunpeng ZHANG, Yuqing ZHENG, Yuankun FU

表3 同质集成之间的比较

模型 MaxPE/dBm MAE/dBm MAPE RMSE/dBm IT2_ResNet3 42.727 6.923 7.732% 8.794 IT2_ResNet4 43.010 6.907 7.715% 8.772 IT2_ResNet5 43.344 6.904 7.711% 8.770 IT2_DBN3 42.018 7.332 8.213% 9.264 IT2_DBN4 42.545 7.249 8.117% 9.167 IT2_DBN5 45.084 7.127 7.976% 9.034 IT2_SAE3 42.995 7.454 8.357% 9.404 IT2_SAE4 43.096 7.429 8.331% 9.377 IT2_SAE5 41.643 7.387 8.278% 9.324