Performance Analysis and Parameter Optimization of Regularized Zero-Forcing in MIMO Broadcast Channels With One-Bit ADCs
Regularized zero-forcing (RZF) has been a cornerstone in wireless communications due to its near-optimal performance and low-complexity design. Despite extensive research on RZF, its capacity with one-bit analog-to-digital converters (ADCs) remains unexplored. This letter addresses this gap by deriv...
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Veröffentlicht in: | IEEE wireless communications letters 2024-12, Vol.13 (12), p.3568-3572 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Regularized zero-forcing (RZF) has been a cornerstone in wireless communications due to its near-optimal performance and low-complexity design. Despite extensive research on RZF, its capacity with one-bit analog-to-digital converters (ADCs) remains unexplored. This letter addresses this gap by deriving the achievable performance of RZF in MIMO broadcast channels with one-bit ADCs and optimizing the corresponding parameters. Our findings include the derivation of RZF capacity under a reasonable restriction on input distributions imposed by the properties of one-bit ADCs, and an approximation method for the optimal regularizing parameter, ensuring near-optimal performance across varying system configurations. These results extend the applicability of RZF to modern communication systems utilizing low-resolution ADCs. |
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ISSN: | 2162-2337 2162-2345 |
DOI: | 10.1109/LWC.2024.3478778 |