TY - JOUR
T1 - Reconsidering Linear Transmit Signal Processing in 1-Bit Quantized Multi-User MISO Systems
AU - De Candido, Oliver
AU - Jedda, Hela
AU - Mezghani, Amine
AU - Lee Swindlehurst, A.
AU - Nossek, Josef A.
N1 - Publisher Copyright:
© 2002-2012 IEEE.
PY - 2019/1
Y1 - 2019/1
N2 - In this contribution, we investigate a coarsely quantized multi-user multiple-input single-output downlink communication system, where we assume 1-bit digital-to-analog converters at the base station antennas. First, we analyze the achievable sum rate lower-bound using the Bussgang decomposition under new assumptions. In the presence of the non-linear quantization, our analysis indicates the potential merit of reconsidering traditional signal processing techniques in coarsely quantized systems, i.e., reconsidering transmit covariance matrices whose rank is equal to the rank of the channel. Furthermore, in the latter part of this paper, we propose a linear precoder design that achieves the predicted increase in performance compared with a state-of-the-art linear precoder design. Moreover, our linear signal processing algorithm allows for higher order modulation schemes to be employed.
AB - In this contribution, we investigate a coarsely quantized multi-user multiple-input single-output downlink communication system, where we assume 1-bit digital-to-analog converters at the base station antennas. First, we analyze the achievable sum rate lower-bound using the Bussgang decomposition under new assumptions. In the presence of the non-linear quantization, our analysis indicates the potential merit of reconsidering traditional signal processing techniques in coarsely quantized systems, i.e., reconsidering transmit covariance matrices whose rank is equal to the rank of the channel. Furthermore, in the latter part of this paper, we propose a linear precoder design that achieves the predicted increase in performance compared with a state-of-the-art linear precoder design. Moreover, our linear signal processing algorithm allows for higher order modulation schemes to be employed.
KW - 1-bit digital-to-analog converters
KW - downlink scenario
KW - energy efficiency
KW - multi-user multiple-input single-output
KW - quantized Wiener filter
KW - sum rate
KW - superposition modulation
UR - http://www.scopus.com/inward/record.url?scp=85056346974&partnerID=8YFLogxK
U2 - 10.1109/TWC.2018.2879106
DO - 10.1109/TWC.2018.2879106
M3 - Article
AN - SCOPUS:85056346974
SN - 1536-1276
VL - 18
SP - 254
EP - 267
JO - IEEE Transactions on Wireless Communications
JF - IEEE Transactions on Wireless Communications
IS - 1
M1 - 8527663
ER -