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 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.
Authors
- Moonsik Min (ORCID: https://orcid.org/0000-0002-1206-3805)
- Dogyu Lim
Institutions
- Kyungpook National University (KR)
Publication Details
- Journal
- IEEE Wireless Communications Letters
- Published
- 2024-10-11
- DOI
- https://doi.org/10.1109/lwc.2024.3478778
- Citations
- 2
- Primary Topic
- Advanced MIMO Systems Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.42
Funders
- National Research Foundation of Korea