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Download Deep Learning For Massive MIMO With 1 Bit ADCs When More Antennas by ['Ehab AL-Hialy'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Deep Learning For Massive MIMO With 1 Bit ADCs When More Antennas
1) This paper proposes a deep learning framework for channel estimation in massive MIMO systems that use 1-bit ADCs. 2) It shows that when more antennas are used at the base station, the proposed deep learning approach can achieve better channel estimation performance using the same length pilot sequences, or can use shorter pilot sequences to achieve the same performance. 3) This observation that more antennas need fewer pilots seems counterintuitive but is proved analytically for some channel models and confirmed through simulations.
Detailed Information
Author: | ['Ehab AL-Hialy'] |
---|---|
Publication Year: | 2021 |
Pages: | 5 |
Language: | English |
Format: | |
Price: | FREE |
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