基于SWIPT的吞吐量最优化NOMA全双工中继选择策略

李陶深; 施安妮; 王哲; 何璐

doi:10.11959/j.issn.1000-436x.2021061

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基于SWIPT的吞吐量最优化NOMA全双工中继选择策略

学术论文 | 更新时间：2024-06-06

- 基于SWIPT的吞吐量最优化NOMA全双工中继选择策略
- Optimal relay selection for full duplex SWIPT-NOMA systems with maximal throughput
- 通信学报 2021年42卷第5期页码：87-97
- 作者机构：
  
  1. 广西大学计算机与电子信息学院，广西南宁 530004
  2. 南宁学院信息工程学院，广西南宁 530200
  3. 广西民族大学人工智能学院，广西南宁 530005
- 作者简介：
  
  [ "李陶深（1957- ），男，广西南宁人，博士，广西大学教授、博士生导师，主要研究方向为无线网络、云计算与大数据、网络与信息安全" ]
  [ "施安妮（1996- ），女，福建三明人，广西大学硕士生，主要研究方向为能量收集无线网络" ]
  [ "王哲（1991- ），男，河南南阳人，博士，广西民族大学讲师，主要研究方向为能量收集无线网络、边缘计算" ]
  [ "何璐（1991- ），男，江西赣州人，广西大学硕士生，主要研究方向为能量收集无线网络" ]
- 基金信息：
  
  国家自然科学基金资助项目(61762010)
- DOI：10.11959/j.issn.1000-436x.2021061
  中图分类号： TP393
- 网络出版日期：2021-05，
  
  纸质出版日期：2021-05-25
- 稿件说明：
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李陶深, 施安妮, 王哲, 等. 基于SWIPT的吞吐量最优化NOMA全双工中继选择策略[J]. 通信学报, 2021,42(5):87-97.

Taoshen LI, Anni SHI, Zhe WANG, et al. Optimal relay selection for full duplex SWIPT-NOMA systems with maximal throughput[J]. Journal on communications, 2021, 42(5): 87-97.
李陶深, 施安妮, 王哲, 等. 基于SWIPT的吞吐量最优化NOMA全双工中继选择策略[J]. 通信学报, 2021,42(5):87-97. DOI： 10.11959/j.issn.1000-436x.2021061.

Taoshen LI, Anni SHI, Zhe WANG, et al. Optimal relay selection for full duplex SWIPT-NOMA systems with maximal throughput[J]. Journal on communications, 2021, 42(5): 87-97. DOI： 10.11959/j.issn.1000-436x.2021061.

摘要

为了提高5G无线通信系统性能，引入非正交多址接入（NOMA）技术构建了全双工物联网（IoT）中继系统模型。针对无线携能通信（SWIPT）中继系统，该模型考虑中继节点能够捕获源节点、环路自干扰、空闲能量接入点（EAP）的信号能量，使用 NOMA 技术转发源节点信号与自身信号至不同的目的节点。在该模型基础上，提出了一种基于功率分配协作的 SWIPT 中继选择策略。该策略基于通信服务质量与源节点发射功率等约束建立问题模型，通过数学变换将原非线性0-1规划问题转换为一对耦合优化问题，基于内部优化问题的最优解解决最优中继选择的外部优化问题，利用最优中继选择算法最大化系统吞吐量。仿真结果表明，所提模型和策略在吞吐量增益方面优于传统的最大最小中继选择方案，并且EAP的考虑能够显著提高系统中断性能。

Abstract

To improve the performance of 5G communication system

a full duplex Internet of things (IoT) relay system model was built by introducing the non-orthogonal multi-access (NOMA) technology.For the relay system of simultaneous wireless information and power transfer (SWIPT)

it was considered that the relay node can harvest the energy of the source node

the self-interference signal of the loop channel and the free energy access point (EAP)

and NOMA technology was used to forward the source node signal and its own signal to different destination nodes.Based on the model

a power distribution collaboration SWIPT relay selection strategy was proposed to optimize system throughput.Firstly

the problem model was established based on the constraints of communication quality of service and transmission power of source nodes.And then

the original nonlinear 0-1 programming problem was converted into a pair of coupling optimization problem by mathematical transformation

and the optimal relay selection of outer optimization problem was solved based on the optimal solution of the internal optimization problem.Finally

an optimal relay selection algorithm was used to maximize system throughput.Simulation results show that the proposed model and strategy are superior to the traditional maximum-minimum relay selection schemes in terms of throughput gain

and the consideration of EAP can significantly improve the interrupt performance.

关键词

Keywords

references

LI S C , XU L D , ZHAO S S , et al . 5G Internet of things:a survey [J ] . Journal of Industrial Information Integration , 2018 , 10 : 1 - 9 .

SISINNI E , SAIFULLAH A , HAN S , et al . Industrial Internet of things:challenges,opportunities,and directions [J ] . IEEE Transactions on Industrial Informatics , 2018 , 14 ( 11 ): 4724 - 4734 .

ZHANG S Q , WU Q Q , XU S G , et al . Fundamental green tradeoffs:progresses,challenges,and impacts on 5G networks [J ] . IEEE Communications Surveys ＆ Tutorials , 2016 , 19 ( 1 ): 33 - 56 .

SOLTANMOHAMMADI E , GHAVAMI K , NARAGHI-POUR M . A survey of traffic issues in machine-to-machine communications over LTE [J ] . IEEE Internet of Things Journal , 2016 , 3 ( 6 ): 865 - 884 .

GUO W S , DENG Y S , YILMAZ H B , et al . SMIET:simultaneous molecular information and energy transfer [J ] . IEEE Wireless Communications , 2017 , 25 ( 1 ): 106 - 113 .

BI S , HO C K , ZHANG R . Recent advances in joint wireless energy and information transfer [C ] // 2014 IEEE Information Theory Workshop . Piscataway:IEEE Press , 2014 : 341 - 345 .

YANG T T , ZHENG Z M , LIANG H , et al . Green energy and content-aware data transmissions in maritime wireless communication networks [J ] . IEEE Transactions on Intelligent Transportation Systems , 2015 , 16 ( 2 ): 751 - 762 .

LIANG X D , CHEN M , BALASINGHAM I , et al . Cooperative communications with relay selection for wireless networks:design issues and applications [J ] . Wireless Communications and Mobile Computing , 2013 , 13 ( 8 ): 745 - 759 .

RAZEGHI B , HODTANI G A , NIKAZAD T . Multiple criteria relay selection scheme in cooperative communication networks [J ] . Wireless Personal Communications , 2017 , 96 ( 2 ): 2539 - 2561 .

李陶深 , 宁倩丽 , 王哲 . 优化传输性能的机会协作中继系统动态时间分配策略研究 [J ] . 北京邮电大学学报 , 2018 , 42 ( 5 ): 36 - 41 .

LI T S , NING Q L , WANG Z . Dynamic time allocation strategy of opportunity cooperative relay system for optimizing transmission performance [J ] . Journal of Beijing University of Posts and Telecommunications , 2018 , 42 ( 5 ): 36 - 41 .

RAUNIYAR A , ENGELSTAD P , STERB O N . RF energy harvesting and information transmission based on NOMA for wireless powered IoT relay systems [J ] . Sensors , 2018 , 18 ( 3254 ): 1 - 22 .

王哲 , 李陶深 , 叶进 , 等 . 能量收集网络技术研究与发展 [J ] . 广西科学 , 2019 , 26 ( 3 ): 253 - 266 .

WANG Z , LI T S , YE J , et al . Research and development of energy collection network technology [J ] . Guangxi Science , 2019 , 26 ( 3 ): 253 - 266 .

ZHANG R , HO C K . MIMO broadcasting for simultaneous wireless information and power transfer [J ] . IEEE Transactions on Wireless Communications , 2013 , 12 ( 5 ): 1989 - 2001 .

ZHOU X , ZHANG R , HO C K . Wireless information and power transfer:architecture design and rate-energy tradeoff [J ] . IEEE Transactions on Communications , 2013 , 61 ( 11 ): 4754 - 4767 .

NASIR A A , ZHOU X , DURRANI S , et al . Relaying protocols for wireless energy harvesting and information processing [J ] . IEEE Transactions on Wireless Communications , 2013 , 12 ( 7 ): 3622 - 3636 .

LIU X L , LI Z , WANG C . Secure decode-and-forward relay SWIPT systems with power splitting schemes [J ] . IEEE Transactions on Vehicular Technology , 2018 , 67 ( 8 ): 7341 - 7354 .

DING Z G , PERLAZA S M , ESNAOLA I , et al . Power allocation strategies in energy harvesting wireless cooperative networks [J ] . IEEE Transactions on Wireless Communications , 2014 , 13 ( 2 ): 846 - 860 .

HU L S , ZHANG C , DING Z G . Dynamic power splitting policies for AF relay networks with wireless energy harvesting [C ] // 2015 IEEE International Conference on Communication Workshop . Piscataway:IEEE Press , 2015 : 2035 - 2039 .

ZENG Y , ZHANG R . Full-duplex wireless-powered relay with self-energy recycling [J ] . IEEE Wireless Communications Letters , 2015 , 4 ( 2 ): 201 - 204 .

ZHONG C J , SURAWEERA H A , ZHENG G , et al . Wireless information and power transfer with full duplex relaying [J ] . IEEE Transactions on Communications , 2014 , 62 ( 10 ): 3447 - 3461 .

LIU H W , KIM K J , KWAK K S , et al . Power splitting-based SWIPT with decode-and-forward full-duplex relaying [J ] . IEEE Transactions on Wireless Communications , 2016 , 15 ( 11 ): 7561 - 7577 .

楚万顺 , 张起贵 . 基于全双工中继网络的功率分配优化策略 [J ] . 计算机工程 , 2018 , 44 ( 1 ): 149 - 153 .

CHU W S , ZHANG Q G . Power allocation optimization strategy based on full-duplex relay network [J ] . Computer Engineering , 2018 , 44 ( 1 ): 149 - 153 .

鲍慧 , 李梦辉 , 赵伟 . 全双工中继协作下认知 MIMO 系统的自干扰收集 [J ] . 华中科技大学学报:自然科学版 , 2019 , 47 ( 6 ): 17 - 22 .

BAO H , LI M H , ZHAO W . Self-interference harvesting analysis for MIMO cognitive radio network with full-duplex relay [J ] . Journal of Huazhong University of Science and Technology (Natural Science Edition) , 2019 , 47 ( 6 ): 17 - 22 .

WU Q Q , CHEN W , NG D W K , et al . Spectral and energy-efficient wireless powered IoT networks:NOMA or TDMA? [J ] . IEEE Transactions on Vehicular Technology , 2018 , 67 ( 7 ): 6663 - 6667 .

DING Z , YANG Z , FAN P , et al . On the performance of non-orthogonal multiple access in 5G systems with randomly deployed users [J ] . IEEE signal processing letters , 2014 , 21 ( 12 ): 1501 - 1505 .

KADER M F , SHAHAB M B , SHIN S Y . Non-orthogonal multiple access for a full-duplex cooperative network with virtually paired users [J ] . Computer Communications , 2018 , 120 : 1 - 9 .

WAN D H , WEN M W , JI F , et al . Non-orthogonal multiple access for cooperative communications:challenges,opportunities,and trends [J ] . IEEE Wireless Communications , 2018 , 25 ( 2 ): 109 - 117 .

TREGANCINI A , OLIVO E E B , OSORIO D P M , et al . Performance analysis of full-duplex relay-aided NOMA systems using partial relay selection [J ] . IEEE Transactions on Vehicular Technology , 2020 , 69 ( 1 ): 622 - 635 .

YUE X W , LIU Y W , KANG S L , et al . Spatially random relay selection for full/half-duplex cooperative NOMA networks [J ] . IEEE Transactions on Communications , 2018 , 66 ( 8 ): 3294 - 3308 .

LIU Y W , DING Z G , EIKASHLAN M , et al . Cooperative non-orthogonal multiple access in 5G systems with SWIPT [C ] // 2015 23rd European signal processing conference . Piscataway:IEEE Press , 2015 : 1999 - 2003 .

李陶深 , 宁倩丽 , 王哲 . SWIPT-NOMA 机会协作系统的优化方案 [J ] . 通信学报 , 2020 , 41 ( 8 ): 141 - 154 .

LI T S , NING Q L , WANG Z . Optimization scheme for the SWIPT-NOMA opportunity cooperative system [J ] . Journal on Communications , 2020 , 41 ( 8 ): 141 - 154 .

YE Y H , LI Y Z , WANG D , et al . Power splitting protocol design for the cooperative NOMA with SWIPT [C ] // 2017 IEEE International Conference on Communications . Piscataway:IEEE Press , 2017 : 1 - 5 .

NGUYEN B C , HOANG T M , TRAN P T , et al . Outage probability of NOMA system with wireless power transfer at source and full-duplex relay [J ] . AEU-International Journal of Electronics and Communications , 2020 , 116 : 1 - 9 .

ZHOU Y N , LI T S , WANG Z , et al . Non-time-sharing full-duplex SWIPT relay system with energy access point [C ] // International Symposium on Parallel Architectures,Algorithms and Programming . Berlin:Springer , 2019 : 83 - 97 .

HU Z W , YUAN C W , ZHU F C , et al . Weighted sum transmit power minimization for full-duplex system with SWIPT and self-energy recycling [J ] . IEEE Access , 2016 , 4 : 4874 - 4881 .

CHONG E K P , ZAK S H . An introduction to optimization (fourth edition) [M ] . New Jersey : John Wiley ＆ Sons , 2013 .

JING Y D , JAFARKHANI H . Single and multiple relay selection schemes and their achievable diversity orders [J ] . IEEE Transactions on Wireless Communications , 2009 , 8 ( 3 ): 1414 - 1423 .

WANG D X , ZHANG R Q , CHENG X , et al . Full-duplex energy-harvesting relay networks:capacity-maximizing relay selection [J ] . Journal of Communications ＆ Information Networks , 2018 , 3 : 79 - 85 .

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