Low Complexity Precoder with Exploration for 1-bit MU-MISO: QAM constellations

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초록

We study the construction of a transmit signal for downlink multi-user multiple-input single-output (MU-MISO) systems with cost-effective 1-bit digital-to-analog converters (DACs). In our earlier work, this challenging problem was formulated as a mixed integer linear programming (MILP) and solved through conventional LP relaxation. In this paper, we present a two-step iterative algorithm with an elegant performance-complexity tradeoff. The proposed algorithm can approach the performance of the LP-based method while reducing the computational complexity by 1/ log(Nt), where Nt is the number of transmit antennas. Via simulations, we demonstrate the effectiveness of the proposed algorithm.

키워드

1-bit DACdownlink precodingmassive MISOmixed integer linear programmingAnalog to digital conversionDigital to analog conversionInteger linear programmingInteger programmingLinear programmingQuadrature amplitude modulationQuadrature phase shift keying
제목
Low Complexity Precoder with Exploration for 1-bit MU-MISO: QAM constellations
저자
Hong, SungweonPark, SungyealCho, YunseongHong, Songnam
DOI
10.1109/SPAWC60668.2024.10694026
발행일
2024-09
유형
Proceedings Paper
저널명
2024 IEEE 25TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, SPAWC 2024
페이지
891 ~ 895