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08/09/2021
Deep Learning Based Antenna-time Domain Channel Extrapolation for Hybrid mmWave Massive MIMO
In a time-varying massive multiple-input multipleoutput (MIMO) system, t...
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05/14/2021
Deep Learning Based RIS Channel Extrapolation with Element-grouping
Reconfigurable intelligent surface (RIS) is considered as a revolutionar...
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12/22/2020
Ordinary Differential Equation-based CNN for Channel Extrapolation over RIS-assisted Communication
The reconfigurable intelligent surface (RIS) is considered as a promisin...
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09/03/2020
Deep Learning Based Antenna Selection for Channel Extrapolation in FDD Massive MIMO
In massive multiple-input multiple-output (MIMO) systems, the large numb...
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09/03/2020
Deep Learning Optimized Sparse Antenna Activation for Reconfigurable Intelligent Surface Assisted Communication
To capture the communications gain of the massive radiating elements wit...
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04/19/2020
Graph Neural Network based Channel Tracking for Massive MIMO Networks
In this paper, we resort to the graph neural network (GNN) and propose t...
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08/28/2019
CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation
Histopathology image analysis plays a critical role in cancer diagnosis ...
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05/15/2019