Efficient Joint Transmit and Receive Beam Alignment via Sequential CNN LSTM Networks
This paper introduces a deep learning-assisted joint transmit and receive beam tracking approach for uplink multiple-input multiple-output (MIMO) communication over millimeter wave (mmWave) channels. In current wireless networks, beam alignment between transmitter and receiver is necessary to guaran...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/11059919/ |
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