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03/14/2022
Combining AI/ML and PHY Layer Rule Based Inference – Some First Results
In 3GPP New Radio (NR) Release 18 we see the first study item starting i...
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11/15/2021
Transfer Learning Capabilities of Untrained Neural Networks for MIMO CSI Recreation
Machine learning (ML) applications for wireless communications have gain...
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11/15/2021
Machine Learning for CSI Recreation Based on Prior Knowledge
Knowledge of channel state information (CSI) is fundamental to many func...
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06/22/2021
Machine Learning for Model Order Selection in MIMO OFDM Systems
A variety of wireless channel estimation methods, e.g., MUSIC and ESPRIT...
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01/24/2021
Two-step Machine Learning Approach for Channel Estimation with Mixed Resolution RF Chains
Massive MIMO is one of the main features of 5G mobile radio systems. How...
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01/09/2018
Analysis of Massive MIMO and Base Station Cooperation in an Indoor Scenario
The performance of centralized and distributed massive MIMO deployments ...
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12/23/2017