TY - JOUR
T1 - Performance Analysis and Parameter Optimization of Regularized Zero-Forcing in MIMO Broadcast Channels with One-Bit ADCs
AU - Lim, Dogyu
AU - Min, Moonsik
N1 - Publisher Copyright:
© 2012 IEEE.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - channel capacity
KW - Multiple-input and multiple-output channel
KW - one-bit analog-to-digital converter
KW - regularized zero forcing
KW - regularizing parameter
UR - http://www.scopus.com/inward/record.url?scp=85207363038&partnerID=8YFLogxK
U2 - 10.1109/LWC.2024.3478778
DO - 10.1109/LWC.2024.3478778
M3 - Article
AN - SCOPUS:85207363038
SN - 2162-2337
VL - 13
SP - 3568
EP - 3572
JO - IEEE Wireless Communications Letters
JF - IEEE Wireless Communications Letters
IS - 12
ER -