Hybrid Multi-User Equalization and Analog Precoder for Uplink mm Wave Cell Free Systems

In this paper, we propose a distributed hybrid analog-digital multi-user equalizer combined with an analog precoder for a wideband millimeter-wave (mmWave) cell-free massive multiple-input multiple-output (CF mMIMO) systems. A low complexity angle of departure (AoD) analog-based precoder is applied...

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Vydané v:IEEE Vehicular Technology Conference s. 1 - 5
Hlavní autori: Kassam, J., Castanheira, D., Silva, A., Dinis, R., Gameiro, A.
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 01.06.2022
Predmet:
Cell-Free mMIMO
Central Processing Unit
Computer architecture
distributed baseband processing
Equalizers
hybrid beamforming
Millimeter wave communication
mmWave communications
Receivers
Transmitters
Vehicular and wireless technologies
ISSN:2577-2465
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Popis
Shrnutí:In this paper, we propose a distributed hybrid analog-digital multi-user equalizer combined with an analog precoder for a wideband millimeter-wave (mmWave) cell-free massive multiple-input multiple-output (CF mMIMO) systems. A low complexity angle of departure (AoD) analog-based precoder is applied at the transmitter, while a distributed architecture is considered at the receiver side, i.e., the hybrid analog/digital beamforming processing is executed at the access points (APs), while the final data fusion is performed at the central processing unit (CPU) combiner. Herein, the average mean square error (MSE) between the transmitted and received signals is used as a metric to optimize the APs hybrid equalizer. Then, the noise variance is included for optimal data combination. The results show that the performance of the proposed hybrid scheme with the AoD analog precoder achieves a close result to the fully digital counterpart and fully centralized approach.
ISSN:2577-2465
DOI:10.1109/VTC2022-Spring54318.2022.9860787