Abstract
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.
| Original language | English |
|---|---|
| Pages (from-to) | 3568-3572 |
| Number of pages | 5 |
| Journal | IEEE Wireless Communications Letters |
| Volume | 13 |
| Issue number | 12 |
| DOIs | |
| State | Published - 2024 |
Keywords
- channel capacity
- Multiple-input and multiple-output channel
- one-bit analog-to-digital converter
- regularized zero forcing
- regularizing parameter
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