非正交多址系统资源分配研究综述

王正强; 成蕖; 樊自甫; 万晓榆

doi:10.11959/j.issn.1000−0801.2018236

您当前的位置：

首页 >

文章列表页 >

非正交多址系统资源分配研究综述

综述 | 更新时间：2024-06-05

- 非正交多址系统资源分配研究综述
- A survey of resource allocation in non-orthogonalmultiple access systems
- 电信科学 2018年34卷第8期页码：136-146
- 作者机构：
- 作者简介：
  
  [ "王正强（1983−），男，博士，重庆邮电大学通信与信息工程学院副教授，主要研究方向为5G 移动通信理论与关键技术、绿色通信、无线资源管理与优化。" ]
  [ "成蕖（1993−），女，重庆邮电大学通信与信息工程学院硕士生，主要研究方向为NOMA通信系统能效优化。" ]
  [ "樊自甫（1977−），男，重庆邮电大学经济管理学院教授，主要研究方向为电信组织与运管管理、下一代网络技术。" ]
  [ "万晓榆（1963−），男，博士，重庆邮电大学经济管理学院教授，主要研究方向为下一网络技术、通信运营管理。" ]
- 基金信息：
  
  国家自然科学基金资助项目;The National Natural Science Foundation of China(61701064);重庆市教委科学技术项目;Scientificand Technologi cal Research Program of Chongqing Municipal Education Commission(KJ1600424)
- DOI：10.11959/j.issn.1000−0801.2018236
  中图分类号： TN925
- 网络出版日期：2018-08，
  
  纸质出版日期：2018-08-20
- 稿件说明：
移动端阅览
王正强, 成蕖, 樊自甫, 等. 非正交多址系统资源分配研究综述[J]. 电信科学, 2018,34(8):136-146.

Zhengqiang WANG, Qu CHENG, Zifu FAN, et al. A survey of resource allocation in non-orthogonalmultiple access systems[J]. Telecommunications science, 2018, 34(8): 136-146.
王正强, 成蕖, 樊自甫, 等. 非正交多址系统资源分配研究综述[J]. 电信科学, 2018,34(8):136-146. DOI： 10.11959/j.issn.1000−0801.2018236.

Zhengqiang WANG, Qu CHENG, Zifu FAN, et al. A survey of resource allocation in non-orthogonalmultiple access systems[J]. Telecommunications science, 2018, 34(8): 136-146. DOI： 10.11959/j.issn.1000−0801.2018236.

摘要

非正交多址（NOMA）是5G无线网络的一个重要候选技术，可以满足下一代移动通信系统低时延、低功耗、高可靠、高吞吐量、广覆盖等需求。NOMA通过在发送端采用叠加编码和接收端采用串行干扰消除来实现在同一资源块复用多个用户数据，从而相对于传统的正交多址接入方式提高了频谱效率。概述了NOMA系统资源分配的研究现状，其中包括单载波NOMA的资源分配、多载波NOMA的资源分配、协作NOMA中继的资源分配、硬件损伤条件下协作NOMA的资源分配。最后，总结了当前研究中存在的主要问题，讨论了NOMA资源分配技术的研究挑战和未来研究方向。

Abstract

Non-orthogonalmultiple access(NOMA)is an important candidate technology of the fifth generation(5G)wireless network

which canmeet the low latency

low power consumption

high reliability

high throughput

wide coverage requirements of the next generationmobile communication systems.NOMA utilizes superposition coding at the transmitter and successive interference cancellation at the receiveRto allow several users’datamultiplexing in the same resource block.It improves the spectrum efficiency compared with the traditional orthogonalmultiple access.The research status of resource allocation of NOMA systems was summarized including single-carrier NOMA resource allocation

multi-carrier NOMA resource allocation

cooperative NOMA relay resource allocation

and cooperative NOMA resource allocation under hardware impairment conditions.Finally

themain problems in the current study were summarized and the research challenges and some future research directions of NOMA resource allocation technology were discussed.

关键词

Keywords

references

LI Q C , NIU H N , PAPATHANASSIOU A T , et al . 5G network capacity:key elements and technologies [J ] . IEEE VehiculaRtechnologyMagazine , 2014 , 9 ( 1 ): 71 - 78 .

DAI L L , WANG B C , YUAN Y F , et al . Non-orthogonalmultiple access for 5G:solutions,challenges,opportunities,and future research trends [J ] . IEEE CommunicationsMagazine , 2015 , 53 ( 9 ): 74 - 81 .

TAO Y Z , LIU L , LIU S , et al . A survey:several technologies of non-orthogonal transmission for 5G [J ] . China Communications , 2015 , 12 ( 10 ): 1 - 15 .

毕奇 , 梁林 , 杨姗 , 等 . 面向5G的非正交多址接入技术 [J ] . 电信科学 , 2015 , 31 ( 5 ): 20 - 27 .

BI Q , LIANG L , YANG S , et al . Non-orthogonalmultiple access technology for 5G systems [J ] . Telecommunications Science , 2015 , 31 ( 5 ): 20 - 27 .

DING Z G , LIU Y W , CHOI J , et al . Application of non-orthogonalmultiple access in LTE and 5G networks [J ] . IEEE CommunicationsMagazine , 2017 , 55 ( 2 ): 185 - 191 .

WEI Z Q , YUAN J H , NG D W K , et al . A survey of downlinknon-orthogonalmultiple access 5G wireless communication networks [J ] . ZTE Communication , 2016 , 14 ( 4 ): 17 - 25 .

DING Z G , PENG M G , POOR H V . Cooperative non-orthogonalmultiple access in 5G systems [J ] . IEEE Communications Letters , 2015 , 19 ( 8 ): 1462 - 1465 .

CHEN S , REN B , GAO Q , et al . Pattern divisionmultiple access—a novel non-orthogonalmultiple access for fifth-generation radio networks [J ] . IEEE Transactions on VehiculaRtechnology , 2017 , 66 ( 4 ): 3185 - 3196 .

WANG C L , CHEN J Y , CHEN Y J . Power allocation for a downlink non-orthogonalmultiple access system [J ] . IEEE Wireless Communications Letters , 2016 , 5 ( 5 ): 532 - 535 .

DING Z G , FAN P Z , POOR H V . Impact of user pairing on 5G non-orthogonalmultiple-access downlink transmissions [J ] . IEEE Transactions on VehiculaRtechnology , 2016 , 65 ( 8 ): 6010 - 6023 .

CHOI J . On the power allocation for MIMO-NOMA systems with layered transmissions [J ] . IEEE Transactions on Wireless Communications , 2016 , 15 ( 5 ): 3226 - 3237 .

SUN Q , HAN S , I C L , et al . On the ergodic capacity of MIMO NOMA systems [J ] . IEEE Wireless Communications Letters , 2015 , 4 ( 4 ): 405 - 408 .

LIU Y , ELKASHLAN M , DING Z G , et al . Fairness of user clustering in MIMO non-orthogonalmultiple access systems [J ] . IEEE Communications Letters , 2016 , 20 ( 7 ): 1465 - 1468 .

CHOI J . Power allocation formax-sum rate andmax-min rate proportional fairness in NOMA [J ] . IEEE Communications Letters , 2016 , 20 ( 10 ): 2055 - 2058 .

CHINGOSKA H , HADZI-VELKOV Z , NIKOLOSKA I , et al . Resource allocation in wireless powered communication networks with non-orthogonalmultiple access [J ] . IEEE Wireless Communications Letters , 2016 , 5 ( 6 ): 684 - 687 .

SUN Q , HAN S , I C L , et al . Energy efficiency optimization for fading MIMO non-orthogonalmultiple access systems [C ] // IEEE International Conference on Communications(ICC),June 8-12,2015,London,UK . Piscataway:IEEE Press , 2015 : 2668 - 2673 .

ZHANG Y , YANG Q , ZHENG T X , et al . Energy efficiency optimization in cognitive radio inspired non-orthogonalmultiple access [C ] // IEEE 27th Annual International Symposium on Personal,Indoor and Mobile Radio Communications(PIMRC),Sept 4-7,2016,Valencia,Spain . Piscataway:IEEE Press , 2016 : 1 - 6 .

ZHANG Y , WANG H M , ZHENG T X , et al . Energy-efficient transmission design in non-orthogonalmultiple access [J ] . IEEE Transactions on VehiculaRtechnology , 2017 , 66 ( 3 ): 2852 - 2857 .

LIU F , PETROVA M . Proportional fair scheduling for downlink single-carrier NOMA systems [C ] // 2017 IEEE Global Communications Conference(GLOBECOM 2017),Dec 4-8,2017,Singapore . Piscataway:IEEE Press , 2017 .

LI C , ZHANG Q , LI Q , et al . Price-based power allocation for non-orthogonalmultiple access systems [J ] . IEEE Wireless Communications Letters , 2016 , 5 ( 6 ): 664 - 667 .

WANG Z Q , WEN C C , FAN Z F , et al . A novel price-based power allocation algorithm in non-orthogonalmultiple access networks [J ] . IEEE Wireless Communications Letters , 2017 ( 99 ):1.

FAN Z F , WEN C C , WANG Z Q , et al . Price-based power allocation with rate proportional fairness constraint in downlink non-orthogonalmultiple access systems [J ] . IEICE Transactions on Fundamentals of Electronics,Communications and Computer Sciences , 2017 , 100 ( 11 ): 2543 - 2546 .

AFOLABI R O , DADLANI , KIM K . Multicast scheduling and resource allocation algorithms for OFDMA-based systems:a survey [J ] . IEEE Communications Surveys ＆ Tutorials , 2013 , 15 ( 1 ): 240 - 254 .

NG D W K , LO E S , SCHOBER R . Dynamic resource allocation in MIMO-OFDMA systems with full-duplex and hybrid relaying [J ] . IEEE Transactions on Communications , 2012 , 60 ( 5 ): 1291 - 1304 .

VENTURINO L , ZAPPONE A , RISI C , et al . Energy-efficient scheduling and power allocation in downlink OFDMA networks with base station coordination [J ] . IEEE Transactions on Wireless Communications , 2015 , 14 ( 1 ): 1 - 14 .

DI B Y , SONG L Y , LI Y H . Sub-channel assignment,power allocation,and user scheduling for non-orthogonalmultiple access networks [J ] . IEEE Transactions on Wireless Communications , 2016 , 15 ( 11 ): 7686 - 7698 .

HOJEIJ M R , FARAH J , NOUR C , et al . Resource allocation in downlink non-orthogonalmultiple access(NOMA)for future radio access [C ] // IEEE VehiculaRtechnology Conference(VTC Spring),May 11-14,2015,Glasgow,UK . Piscataway:IEEE Press , 2015 : 1 - 6 .

SUN Y , NG D W K , DING Z , et al . Optimal joint power and subcarrier allocation for MC-NOMA systems [C ] // IEEE Global Communications Conference(GLOBECOM),Dec 4-8,2016,Washington DC,USA . Piscataway:IEEE Press , 2016 : 1 - 6 .

DI BY , BAYAT S , SONG L Y , et al . Radio resource allocation for downlink non-orthogonalmultiple access(NOMA)networks usingmatching theory [C ] // IEEE Global Communications Conference,Dec 6-10,2015,San Diego,California,USA . Piscataway:IEEE Press , 2015 : 1 - 6 .

LEI L , YUAN D , HO C K , et al . Joint optimization of power and channel allocation with non-orthogonalmultiple access for 5G cellular system [C ] // IEEE Global Communications Conference,Dec 6-10,2015,San Diego,California,USA . Piscataway:IEEE Press , 2015 : 1 - 6 .

LEI L , YUAN D , HO C K , et al . Power and channel allocation for non-orthogonalmultiple access in 5G systems:tractability and computation [J ] . IEEE Transactions on Wireless Communications , 2016 , 15 ( 12 ): 8580 - 8594 .

SAITO Y , BENJEBBOUR A , KISHIYAMA Y , et al . System-level performance evaluation of downlink non-orthogonalmultiple access(NOMA) [C ] // IEEE Annual International Symposium on Personal,Indoor,and Mobile Radio Communications(PIMRC),Sept 8-11,2013,London,UK . Piscataway:IEEE Press , 2013 : 611 - 615 .

FU Y , SALALÜN L , SUNG C W , , et al . Double iterative waterfilling for sum ratemaximization inmulticarrier NOMA systems [C ] // IEEE International Conference on Communications(ICC),May 21-25,2017,Paris,France . Piscataway:IEEE Press , 2017 : 1 - 6 .

LI X , LI C , JIN Y . Dynamic resource allocation foRtransmit powerminimization in OFDM-based NOMA systems [J ] . IEEE Communications Letters , 2016 , 20 ( 12 ): 2558 - 2561 .

CAI W , CHEN C , BAI L , et al . Subcarrier and power allocation scheme for downlink OFDM-NOMA systems [J ] . IET Signal Processing , 2017 , 11 ( 1 ): 51 - 58 .

WEI Z , NG D W K , YUAN J . Power-efficient resource allocation for MC-NOMA with statisti cal channel state information [C ] // IEEE Global Communications Conference(GLOBECOM),Dec 4-8,2016,Washington DC,USA . Piscataway:IEEE Press , 2016 : 1 - 7 .

SUN Y , NG D W K , DING Z , et al . Optimal joint power and subcarrier allocation for full-duplexmulticarrier non-orthogonalmultiple access systems [J ] . IEEE Transactions on Communications , 2017 , 65 ( 3 ): 1077 - 1091 .

FANG F , ZHANG H , CHENG J , et al . Energy-efficient resource allocation for downlink non-orthogonalmultiple access network [J ] . IEEE Transactions on Communications , 2016 , 64 ( 9 ): 3722 - 3732 .

FANG F , ZHANG H , CHENG J , et al . Energy efficiency of resource scheduling for non-orthogonalmultiple access(NOMA)wireless network [C ] // IEEE International Conference on Communications(ICC),May 22-27,2016,Kuala Lumpur,Malaysia . Piscataway:IEEE Press , 2016 : 1 - 5 .

TWEED D , PARSAEEFARD S , DERAKHSHANI M , et al . Dynamic resource allocation for MC-NOMA VWNs with imperfect SIC [C ] // IEEE International Symposium on Personal,Indoor,and Mobile Radio Communications,Oct 8-13,2017,Montreal,Canada . Piscataway:IEEE Press , 2017 : 1 - 5 .

ZHAI D , DU J . Spectrum efficient resourcemanagement formulti-carrier based NOMA networks:a graph-basedmethod [J ] . IEEE Wireless Communications Letters , 2017 , 7 ( 3 ): 388 - 391 .

KIM S H , CHAITANYA T V K , LE N T , et al . Ratemaximization based power allocation and relay selection with IRI consideration foRtwo-path AF relaying [J ] . IEEE Transactions on Wireless Communications , 2015 , 14 ( 11 ): 6012 - 6027 .

KIM J B , LEE I H . Non-orthogonalmultiple access in coordinated direct and relay transmission [J ] . IEEE Communications Letters , 2015 , 19 ( 11 ): 2037 - 2040 .

MEN J , GE J , ZHANG C . Performance analysis for downlink relaying aided non-orthogonalmultiple access networks with imperfect CSI over Nakagami-m fading [J ] . IEEE Access , 2017 ( 5 ): 998 - 1004 .

MEN J , GE J . Non-orthogonalmultiple access formultiple antenna relaying networks [J ] . IEEE Communications Letters , 2015 , 19 ( 10 ): 1686 - 1689 .

LIANG X , WU Y , NG D W K , et al . Outage performance for cooperative NOMA transmission with an AF relay [J ] . IEEE Communications Letters , 2017 , 21 ( 11 ): 2428 - 2431 .

SUN H , WANG Q , HU R Q , et al . Outage probability study in a NOMA relay system [C ] // IEEE Wireless Communications and Networking Conference(WCNC),March 19-22,2017,San Francisco,USA . Piscataway:IEEE Press , 2017 : 1 - 6 .

XU P , YANG Z , DING Z , et al . Optimal relay selection schemes for cooperative NOMA [J ] . IEEE Transactions on VehiculaRtechnology , 2018 , 67 ( 8 ): 7851 - 7855 .

YUE X , LIU Y , KANG S , et al . Spatially random relay selection for full/half-duplex cooperative NOMA networks [J ] . IEEE Transactions on Communications , 2018 ( 99 ):1.

KIM J B , LEE I H . Capacity analysis of cooperative relaying systems using non-orthogonalmultiple access [J ] . IEEE Communications Letters , 2015 , 19 ( 11 ): 1949 - 1952 .

XU M , JI F , WEN M , et al . Novel receiver design foRthe cooperative relaying system with non-orthogonalmultiple access [J ] . IEEE Communications Letters , 2016 , 20 ( 8 ): 1679 - 1682 .

LIU X , WANG X , LIU Y . Power allocation and performance analysis of the collaborative NOMA assisted relaying systems in 5G [J ] . China Communications , 2017 , 14 ( 1 ): 50 - 60 .

ZHANG S , DI B , SONG L , et al . Sub-channel and power allocation for non-orthogonalmultiple access relay networks with amplify-and-forward protocol [J ] . IEEE Transactions on Wireless Communications , 2017 , 16 ( 4 ): 2249 - 2261 .

NGUYEN T M , AJIB W , ASSI C . A novel cooperative non-orthogonalmultiple access(NOMA)in wireless backhaultwo-tier HetNets [J ] . IEEE Transactions on Wireless Communications , 2018 , 17 ( 7 ): 4873 - 4887 .

DING F , WANG H , ZHANG S , et al . Impact of residual hardware impairments on non-orthogonalmultiple access based amplify-and-forward relaying networks [J ] . IEEE Access , 2018 ( 99 ):1.

SELIM B , MUHAIDAT S , SOFOTASIOS P C , et al . Performance analysis of non-orthogonalmultiple access under I/Q imbalance [J ] . IEEE Access , 2018 ( 6 ): 18453 - 18468 .

DENG C , ZHAO X , ZHANG D , et al . Performance analysis of NOMA-based relaying networks with transceiver hardware impairments [J ] . Ksii Transactions on Internet ＆ Information Systems , 2017 ( 12 ):134.

浏览量

下载量

CSCD

文章被引用时，请邮件提醒。

提交

工具集

关联资源

基于多中继解码转发的OFDM系统资源分配算法

多跳回程网络和接入网络的资源分配方案研究

基于比例速率约束的OFDMA-DF中继系统上行链路资源分配算法

基于OS-MBRL的网络切片资源动态分配方法研究

基于深度强化学习的毫米波大规模MIMO系统资源联合优化