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05/02/2022
Applications of Deep Learning to the Design of Enhanced Wireless Communication Systems
Innovation in the physical layer of communication systems has traditiona...
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10/21/2021
Learning OFDM Waveforms with PAPR and ACLR Constraints
An attractive research direction for future communication systems is the...
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06/30/2021
Machine Learning-enhanced Receive Processing for MU-MIMO OFDM Systems
Machine learning (ML) can be used in various ways to improve multi-user ...
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06/30/2021
End-to-End Learning of OFDM Waveforms with PAPR and ACLR Constraints
Orthogonal frequency-division multiplexing (OFDM) is widely used in mode...
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12/15/2020
Machine Learning for MU-MIMO Receive Processing in OFDM Systems
Machine learning (ML) starts to be widely used to enhance the performanc...
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02/07/2020
Deep HyperNetwork-Based MIMO Detection
Optimal symbol detection for multiple-input multiple-output (MIMO) syste...
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10/12/2018