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Just take it easy.
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Just take it easy.
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  1. Optimization-of-Channel-Estimation-Based-on-Deep-Learning Optimization-of-Channel-Estimation-Based-on-Deep-Learning Public

    由于传统信道估计方法（如LS,MMSE）在高速运动和低SNR场景下信道估计精度不高，本项目基于深度学习方法中已有的 CNN卷积神经网络层、注意力机制、LSTM长短期记忆神经网络，将时间-频率-空间三者联合考虑，进行三维卷积变换提取特征，并 引入双向LSTM对抗多普勒频移，优化损失函数为绝对差损失和平滑损失两部分的线性叠加。最终搭建的STA-ResNet在10轮迭代后 train loss会逐…

    Python 11 2