One-Bit Precoding and Constellation Range Design for Massive MIMO With QAM Signaling
文献类型：期刊论文
| 作者 | Sohrabi, Foad1; Liu, Feng2 ; Yu, Wei1
|
| 刊名 | IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
 |
| 出版日期 | 2018-06-01 |
| 卷号 | 12期号:3页码:557-570 |
| 关键词 | Low-resolution digital-to-analog converter (DAC) massive multiple-input multiple-output (MIMO) one-bit precoding quadrature amplitude modulation (QAM) symbol error rate (SER) symbol-level precoding zero-forcing (ZF) |
| ISSN号 | 1932-4553 |
| DOI | 10.1109/JSTSP.2018.2823267 |
| 英文摘要 | The use of low-resolution digital-to-analog converters (DACs) for transmit precoding provides crucial energy efficiency advantage for massive multiple-input multiple-output (MIMO) implementation. This paper formulates a quadrature amplitude modulation (QAM) constellation range and a one-bit symbol-level precoding design problem for minimizing the average symbol error rate (SER) in downlink massive MIMO transmission. A tight upper bound for the SER with low-resolution DAC precoding is first derived. The derived expression suggests that the performance degradation of one-bit precoding can be interpreted as a decrease in the effective minimum distance of the QAM constellation. Using the obtained SER expression, we propose a QAM constellation range design for the single-user case. It is shown that in the massive MIMO limit, a reasonable choice for constellation range with one-bit precoding is that of the infinite-resolution precoding with per-symbol power constraint, but reduced by a factor of root 2/pi or about 0.8. The corresponding minimum distance reduction translates to about a 2 dB gap between the performance of one-bit precoding and infinite-resolution precoding. This paper further proposes a low-complexity heuristic algorithm for the one-bit precoder design. Finally, the proposed QAM constellation range and precoder design are generalized to the multiuser downlink. We propose to scale the constellation range for the infinite-resolution zero-forcing (ZF) precoding with per-symbol power constraint by the same factor of root 2/pi for one-bit precoding. The proposed one-bit precoding scheme is shown to be within 2 dB of infiniteresolution ZF. In term of number of antennas, one-bit precoding requires about 50% more antennas to achieve the same performance as infinite-resolution precoding. |
| 资助项目 | Natural Science and Engineering Research Council (NSERC) of Canada via a Steacie Fellowship ; Qualcomm Technologies, Inc. ; National Natural Science Foundation of China[11671419] ; National Natural Science Foundation of China[11688101] |
| WOS研究方向 | Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000433906200012 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/30496]  |
| 专题 | 计算数学与科学工程计算研究所 |
| 通讯作者 | Sohrabi, Foad |
| 作者单位 | 1.Univ Toronto, Edward S Rogers Sr Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada 2.Chinese Acad Sci, Acad Math & Syst Sci, Inst Computat Math & Sci Engn Comp, State Key Lab Sci & Engn Comp, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Sohrabi, Foad,Liu, Feng,Yu, Wei. One-Bit Precoding and Constellation Range Design for Massive MIMO With QAM Signaling[J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING,2018,12(3):557-570. |
| APA | Sohrabi, Foad,Liu, Feng,&Yu, Wei.(2018).One-Bit Precoding and Constellation Range Design for Massive MIMO With QAM Signaling.IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING,12(3),557-570. |
| MLA | Sohrabi, Foad,et al."One-Bit Precoding and Constellation Range Design for Massive MIMO With QAM Signaling".IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 12.3(2018):557-570. |
入库方式： OAI收割
来源：数学与系统科学研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。