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20112023
most citedModel-Driven Deep Learning for MIMO Detection

467 citations · 3.3k across the 111 of their papers we have counts for

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Showing 2019 · cs.ITShow all

7 papers · 2 filters

cs.IT2019★ 2 cited

Channel Estimation for Extremely Large-Scale Massive MIMO Systems

Yu Han, Shi Jin, Chao-Kai Wen +1

Extremely large-scale massive multiple-input multiple-output (MIMO) has shown considerable potential in future mobile communications. However, the use of extremely large aperture a…

cs.IT2019★ 10 cited

3-D Positioning and Environment Mapping for mmWave Communication Systems

Jie Yang, Shi Jin, Chao-Kai Wen +2

Millimeter-wave (mmWave) cloud radio access networks (CRANs) provide new opportunities for accurate cooperative localization, in which large bandwidths, large antenna arrays, and i…

cs.IT2019★ 1 cited

Compression and Acceleration of Neural Networks for Communications

Jiajia Guo, Jinghe Wang, Chao-Kai Wen +2

Deep learning (DL) has achieved great success in signal processing and communications and has become a promising technology for future wireless communications. Existing works mainl…

cs.IT2019★ 467 cited

Model-Driven Deep Learning for MIMO Detection

Hengtao He, Chao-Kai Wen, Shi Jin +1

In this paper, we investigate the model-driven deep learning (DL) for MIMO detection. In particular, the MIMO detector is specially designed by unfolding an iterative algorithm and…

cs.IT2019

Data-Aided Secure Massive MIMO Transmission under the Pilot Contamination Attack

Yongpeng Wu, Chao-Kai Wen, Wen Chen +3

In this paper, we study the design of secure communication for time division duplex multi-cell multi-user massive multiple-input multiple-output (MIMO) systems with active eavesdro…

cs.IT2019★ 4 cited

Artificial Intelligence-aided Receiver for A CP-Free OFDM System: Design, Simulation, and Experimental Test

Jing Zhang, Chao-Kai Wen, Shi Jin +1

Orthogonal frequency division multiplexing (OFDM), usually with sufficient cyclic prefix (CP), has been widely applied in various communication systems. The CP in OFDM consumes add…

cs.IT2019★ 1 cited

FDD Massive MIMO Based on Efficient Downlink Channel Reconstruction

Yu Han, Qi Liu, Chao-Kai Wen +2

Massive multiple-input multiple-output (MIMO) systems deploying a large number of antennas at the base station considerably increase the spectrum efficiency by serving multiple use…