联合时域-波束域非正交多址接入
Joint time and beam domain non-orthogonal multiple access
- 通信学报 2021年42卷第4期 页码：76-88
- 作者机构：
浙江大学信息与电子工程学院，浙江 杭州 310027
- 作者简介：
[ "张朝阳（1973- ），男，湖北蕲春人，博士，浙江大学教授、博士生导师，主要研究方向为新一代无线通信与智能网络、智能协同感知等。" ]
[ "吴佳佳（1996- ），女，浙江湖州人，浙江大学硕士生，主要研究方向为大规模接入、毫米波通信等。" ]
[ "王珏（1994- ），女，江苏常州人，浙江大学博士生，主要研究方向为信号处理、大规模接入、大规模MIMO系统等。" ]
[ "周楚（1996- ），女，江苏盐城人，浙江大学硕士生，主要研究方向为大规模接入、索引调制等。" ]
- 基金信息：国家自然科学基金资助项目(61725104);国家自然科学基金资助项目(U20A20158);国家重点研发计划基金资助项目(2020YFB1807101);国家重点研发计划基金资助项目(2018YFB1801104)
DOI：10.11959/j.issn.1000-436x.2021099
中图分类号： TN92-
网络首发：2021-04，
纸质出版：2021-04-25
- 稿件说明：
移动端阅览
张朝阳, 吴佳佳, 王珏, 等. 联合时域-波束域非正交多址接入[J]. 通信学报, 2021,42(4):76-88.
Zhaoyang ZHANG, Jiajia WU, Jue WANG, et al. Joint time and beam domain non-orthogonal multiple access[J]. Journal on Communications, 2021, 42(4): 76-88.
张朝阳, 吴佳佳, 王珏, 等. 联合时域-波束域非正交多址接入[J]. 通信学报, 2021,42(4):76-88. DOI： 10.11959/j.issn.1000-436x.2021099.
Zhaoyang ZHANG, Jiajia WU, Jue WANG, et al. Joint time and beam domain non-orthogonal multiple access[J]. Journal on Communications, 2021, 42(4): 76-88. DOI： 10.11959/j.issn.1000-436x.2021099.
摘要
为了提高系统容纳连接设备的能力，提出了一种适用于毫米波大规模多输入多输出系统的联合时域-波束域非正交多址接入方案。该方案利用用户空间信道的相关性和差异性实现波束域接入，利用稀疏扩频技术实现时域接入，并以提高系统的通信可靠性为优化目标，构造并求解了联合域稀疏接入矩阵设计的优化问题。最后，基于联合域信道质量对接入矩阵进行重构，并在消息传递算法中加入干扰消除操作，降低译码复杂度的同时提高了通信可靠性。
Abstract
In order to improve the system’s ability to accommodate connected devices
a joint time and beam domain non-orthogonal multiple access (NOMA) scheme was proposed
which was suitable for millimeter wave massive multiple-input multiple-output (MIMO) systems.The correlation and difference of the users’ channel were utilized to realize beam-domain NOMA
and sparse spreading technology was utilized to realize time-domain NOMA.With the optimization goal of improving the communication reliability of the system
optimization problem of the joint domain sparse access matrix design was constructed and solved.Finally
the access matrix was reconstructed based on the channel quality of the joint domain
and the interference cancellation operation was added to the message passing algorithm (MPA)
which reduced the decoding complexity and improves the communication reliability.
关键词
Keywords
references
RAPPAPORT T S , SUN S , MAYZUS R , et al . Millimeter wave mobile communications for 5G cellular:it will work! [J ] . IEEE Access , 2013 , 1 : 335 - 349 .
PI Z Y , KHAN F . An introduction to millimeter-wave mobile broadband systems [J ] . IEEE Communications Magazine , 2011 , 49 ( 6 ): 101 - 107 .
UWAECHIA A N , MAHYUDDIN N M . A comprehensive survey on millimeter wave communications for fifth-generation wireless networks:feasibility and challenges [J ] . IEEE Access , 2020 , 8 : 62367 - 62414 .
LARSSON E G , EDFORS O , TUFVESSON F , et al . Massive MIMO for next generation wireless systems [J ] . IEEE Communications Magazine , 2014 , 52 ( 2 ): 186 - 195 .
LU L , LI G Y , SWINDLEHURST A L , et al . An overview of massive MIMO:benefits and challenges [J ] . IEEE Journal of Selected Topics in Signal Processing , 2014 , 8 ( 5 ): 742 - 758 .
SHAIKH A , KAUR M J . Comprehensive survey of massive MIMO for 5G communications [C ] // 2019 Advances in Science and Engineering Technology International Conference . Piscataway:IEEE Press , 2019 : 1 - 5 .
KUTTY S , SEN D . Beamforming for millimeter wave communications:an inclusive survey [J ] . IEEE Communications Surveys ＆ Tutorials , 2016 , 18 ( 2 ): 949 - 973 .
AYACH O E , RAJAGOPAL S , ABU-SURRA S , et al . Spatially sparse precoding in millimeter wave MIMO systems [J ] . IEEE Transactions on Wireless Communications , 2014 , 13 ( 3 ): 1499 - 1513 .
ALKHATEEB A , LEUS G , HEATH R W . Limited feedback hybrid precoding for multi-user millimeter wave systems [J ] . IEEE Transactions on Wireless Communications , 2015 , 14 ( 11 ): 6481 - 6494 .
HEATH R W , GONZÁLEZ-PRELCIC N , RANGAN S , et al . An overview of signal processing techniques for millimeter wave MIMO systems [J ] . IEEE Journal of Selected Topics in Signal Processing , 2016 , 10 ( 3 ): 436 - 453 .
DAI L L , WANG B C , YUAN Y F , et al . Non-orthogonal multiple access for 5G:solutions,challenges,opportunities,and future research trends [J ] . IEEE Communications Magazine , 2015 , 53 ( 9 ): 74 - 81 .
SAITO Y , KISHIYAMA Y , BENJEBBOUR A , et al . Non-orthogonal multiple access (NOMA) for cellular future radio access [C ] // 2013 IEEE 77th Vehicular Technology Conference . Piscataway:IEEE Press , 2013 : 1 - 5 .
MAKKI B , CHITTI K , BEHRAVAN A , et al . A survey of NOMA:current status and open research challenges [J ] . IEEE Open Journal of the Communications Society , 2020 , 1 : 179 - 189 .
SUN C , GAO X Q , JIN S , et al . Beam division multiple access transmission for massive MIMO communications [J ] . IEEE Transactions on Communications , 2015 , 63 ( 6 ): 2170 - 2184 .
WANG B C , DAI L L , WANG Z C , et al . Spectrum and energy-efficient beamspace MIMO-NOMA for millimeter-wave communications using lens antenna array [J ] . IEEE Journal on Selected Areas in Communications , 2017 , 35 ( 10 ): 2370 - 2382 .
YU X X , ZHANG Z Y , WANG J , et al . Joint time and angle domain sparse code multiple access for mmWave systems [C ] // 2019 IEEE 90th Vehicular Technology Conference . Piscataway:IEEE Press , 2019 : 1 - 6 .
JIANG Y X , LI P , DING Z G , et al . Joint transmitter and receiver design for pattern division multiple access [J ] . IEEE Transactions on Mobile Computing , 2019 , 18 ( 4 ): 885 - 895 .
WEI F , CHEN W . Low complexity iterative receiver design for sparse code multiple access [J ] . IEEE Transactions on Communications , 2017 , 65 ( 2 ): 621 - 634 .
AMEUR W B , MARY P , DUMAY M , et al . Performance study of MPA,Log-MPA and MAX-Log-MPA for an uplink SCMA scenario [C ] // 2019 26th International Conference on Telecommunications . Piscataway:IEEE Press , 2019 : 411 - 416 .
张雪婉 , 葛文萍 , 吴雄 . 基于SCMA系统的多用户检测消息传递算法 [J ] . 计算机工程 , 2018 , 44 ( 5 ): 88 - 93 .
ZHANG X W , GE W P , WU X . Message passing algorithm for multiuser detection based on SCMA system [J ] . Computer Engineering , 2018 , 44 ( 5 ): 88 - 93 .
YANG D , YANG L L , HANZO L . DFT-based beamforming weight-vector codebook design for spatially correlated channels in the unitary precoding aided multiuser downlink [C ] // 2010 IEEE International Conference on Communications . Piscataway:IEEE Press , 2010 : 1 - 5 .
CHANG Y J , WAH B W . Lagrangian techniques for solving a class of zero-one integer linear programs [C ] // Proceedings Nineteenth Annual International Computer Software and Applications Conference . Piscataway:IEEE Press , 1995 : 156 - 161 .
Mathworks . Optimization Toolbox User’s Guide [R ] . 2009 .
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