TY - JOUR
T1 - Achievable Second-Order Asymptotics for MIMO MAC With Additive Noise Under Nearest Neighbor Decoding
AU - Wang, Yiming
AU - Bai, Lin
AU - Zhou, Lin
N1 - Publisher Copyright:
© 2026 IEEE.
PY - 2026
Y1 - 2026
N2 - Motivated by the need for low-latency and high-throughput in the low-altitude economy scenarios with multiple hovering uncrewed aerial vehicles and a single base station, we investigate a multiple-input multiple-output (MIMO) multiple-access channel (MAC) with arbitrary additive noise distribution. To characterize its finite blocklength performance, we propose mismatched coding schemes based on spherical codebooks, employing either joint nearest neighbor (JNN) or successive interference cancellation (SIC) decoders. We derive second-order asymptotics for these schemes, extending single-antenna MAC analyses to the MIMO setting and highlighting the impact of antenna number on performance. While JNN and SIC decodings yield identical first-order asymptotics, JNN decoding exhibits superior performance in low-latency communication due to a larger second-order rate region, with this performance gap increasing as the number of antennas grows.
AB - Motivated by the need for low-latency and high-throughput in the low-altitude economy scenarios with multiple hovering uncrewed aerial vehicles and a single base station, we investigate a multiple-input multiple-output (MIMO) multiple-access channel (MAC) with arbitrary additive noise distribution. To characterize its finite blocklength performance, we propose mismatched coding schemes based on spherical codebooks, employing either joint nearest neighbor (JNN) or successive interference cancellation (SIC) decoders. We derive second-order asymptotics for these schemes, extending single-antenna MAC analyses to the MIMO setting and highlighting the impact of antenna number on performance. While JNN and SIC decodings yield identical first-order asymptotics, JNN decoding exhibits superior performance in low-latency communication due to a larger second-order rate region, with this performance gap increasing as the number of antennas grows.
KW - Multi-antenna communication
KW - finite blocklength analysis
KW - low-latency communication
KW - mismatched communication
UR - https://www.scopus.com/pages/publications/105034544234
U2 - 10.1109/TCOMM.2026.3677156
DO - 10.1109/TCOMM.2026.3677156
M3 - 文章
AN - SCOPUS:105034544234
SN - 0090-6778
VL - 74
SP - 6599
EP - 6611
JO - IEEE Transactions on Communications
JF - IEEE Transactions on Communications
ER -