Leveraging Deep Neural Networks for Massive MIMO Data Detection

Leveraging Deep Neural Networks for Massive MIMO Data Detection

Massive multiple-input multiple-output (MIMO) is a key technology for emerging next-generation wireless systems. Utilizing large antenna arrays at base-stations, massive MIMO enables substantial spatial multiplexing gains by simultaneously serving a large number of users. However, the complexity in...

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Bibliographic Details
Main Authors: Juntti, M. (Author), Nguyen, D.H.N (Author), Nguyen, L.V (Author), Nguyen, N.T (Author), Swindlehurst, A.L (Author), Tran, N.H (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Subjects:
Antenna arrays
Data-detection
Deep learning
Deep neural networks
Detection algorithm
Detection algorithms
Detectors
Domain Knowledge
Key technologies
Large antennas
Learning algorithms
Massive MIMO
Massive multiple-input multiple-output
MIMO systems
Next generation wireless systems
Output data
Signal detection
Signal processing algorithms
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