Power Allocation in Satellite-Terrestrial NOMA Network Based on Energy Efficiency

LI Xin; LI Yong-jun; ZHAO Shang-hong

doi:10.12263/DZXB.20220259

您当前的位置：

首页 >

文章列表页 >

Power Allocation in Satellite-Terrestrial NOMA Network Based on Energy Efficiency

PAPERS | 更新时间：2025-12-08

- Power Allocation in Satellite-Terrestrial NOMA Network Based on Energy Efficiency
- ACTA ELECTRONICA SINICA Vol. 51, Issue 5, Pages: 1310-1318(2023)
- 作者机构：
  
  空军工程大学信息与导航学院，陕西西安 710077
- 作者简介：
- 基金信息：
- DOI：10.12263/DZXB.20220259
  CLC： TN929.5
- Received：12 March 2022，
  
  Revised：2022-06-10，
  
  Published：25 May 2023
- 稿件说明：
移动端阅览
李信,李勇军,赵尚弘.基于能量效率的星地NOMA网络功率分配算法[J].电子学报,2023,51(05):1310-1318.

LI Xin,LI Yong-jun,ZHAO Shang-hong.Power Allocation in Satellite-Terrestrial NOMA Network Based on Energy Efficiency[J].ACTA ELECTRONICA SINICA,2023,51(05):1310-1318.
李信,李勇军,赵尚弘.基于能量效率的星地NOMA网络功率分配算法[J].电子学报,2023,51(05):1310-1318. DOI： 10.12263/DZXB.20220259.

LI Xin,LI Yong-jun,ZHAO Shang-hong.Power Allocation in Satellite-Terrestrial NOMA Network Based on Energy Efficiency[J].ACTA ELECTRONICA SINICA,2023,51(05):1310-1318. DOI： 10.12263/DZXB.20220259.

摘要

为了提高卫星地面网络的能量效率和用户服务公平性，减小系统内干扰，本文提出了一种基于能量效率的星地非正交多址（Non-Orthogonal Multiple Access，NOMA）网络功率分配算法.首先基于最大化系统能量效率原则，设计了一种卫星用户选择和地面用户分组策略.其次以系统内干扰、最大发射功率以及用户服务质量为约束条件，建立了地面和卫星功率分配优化模型，利用连续凸近似和Dinkelbach法，将基于能量效率的非凸问题转化为凸优化问题，并利用拉格朗日对偶法和次梯度迭代法求得解析解.研究结果表明，当基站最大发射功率为50dBm时，相对于贪婪算法策略，所提配对策略能量效率提升约13.4%，相对于固定相关度策略，所提配对策略能量效率提升约8.2%，相比于正交多址功率分配策略，所提联合最优功率分配算法系统能量效率提升约10.1%.

Abstract

In order to improve the energy efficiency and service fairness of satellite-terrestrial networks

and reducing the intra-system interference

this paper proposes an energy-efficiency power allocation algorithm for satellite-terrestrial non-orthogonal multiple access networks. Firstly

we design a strategy for satellite users selection and terrestrial users grouping based on the principle of maximizing system energy efficiency. Secondly

we establish a satellite and terrestrial power allocation optimization model under the constraints of the intra-system interference

maximum emission power

and users service quality. Then

the non-convex problem based on energy efficiency is converted into the convex optimization problem by the successive convex approximation and Dinkelbach method. The analytical solutions are obtained by the Lagrangian dual and subgradient iteration approach. The results show that the energy efficiency of the proposed pairing strategy improves by about 13.4% relative to the greedy algorithm strategy and improves by about 8.2% relative to the fixed correlation strategy when the maximum emission power of the base station is 50dBm.And the energy efficiency of the proposed joint optimal power allocation algorithm increases by about 14.5% compared to the orthogonal multiple access power allocation strategy.

关键词

Keywords

references

ZHANG H J , LIU N , CHU X L , et al . Network slicing based 5G and future mobile networks: Mobility, resource management, and challenges [J]. IEEE Communications Magazine , 2017 , 55 ( 8 ): 138 - 145 .

蒋继胜 , 朱晓荣 . H2H与M2M共存场景下的上行资源分配算法 [J]. 电子学报 , 2018 , 46 ( 5 ): 1259 - 1264 .

JIANG Ji-sheng , ZHU Xiao-rong . An uplink resource allocation algorithm under the scenario of coexistence of H2H＆M2M based on knapsack model [J]. Acta Electronica Sinica , 2018 , 46 ( 5 ): 1259 - 1264 . (in Chinese)

CHEN S Z , SUN S H , KANG S L . System integration of terrestrial mobile communication and satellite communication-the trends, challenges and key technologies in B5G and 6G [J]. China Communications , 2020 , 17 ( 12 ): 156 - 171 .

WANG W J , CHEN T T , DING R , et al . Location-based timing advance estimation for 5G integrated LEO satellite communications [J]. IEEE Transactions on Vehicular Technology , 2021 , 70 ( 6 ): 6002 - 6017 .

ANIMESH Y , CHEN Q , PROMOD K V , et al . On performance comparison of multi-antenna HD-NOMA, SCMA, and PD-NOMA schemes [J]. IEEE Wireless Communications Letters , 2021 , 10 ( 4 ): 715 - 719 .

HUANG R L , WAN D H , JI F , et al . Performance analysis of NOMA-based cooperative networks with relay selection [J]. China Communications , 2020 , 17 ( 11 ): 111 - 119 .

WANG A Y , LEI L , EVA L , et al . NOMA-enabled multi-beam satellite systems: Joint optimization to overcome offered-requested data mismatches [J]. IEEE Transactions on Vehicular Technology , 2021 , 70 ( 1 ): 900 - 913 .

CHANG Z , LEI L , ZHANG H Q , et al . Energy-efficient and secure resource allocation for multiple-antenna NOMA with wireless power transfer [J]. IEEE Transactions on Green Communications and Networking , 2018 , 2 ( 4 ): 1059 - 1071 .

LIN Y H , YANG Z , GUO H Y . Proportional fairness-based energy-efficient power allocation in downlink MIMO-NOMA systems with statistical CSI [J]. China Communications , 2019 , 16 ( 12 ): 47 - 55 .

LIN Z , LIN M , WANG J B , et al . Joint Beamforming and power allocation for satellite-terrestrial integrated networks with non-orthogonal multiple access [J]. IEEE Journal of Selected Topics in Signal Processing , 2019 , 13 ( 3 ): 657 - 670 .

LI B , FEI Z S , CHU Z , et al . Robust chance-constrained secure transmission for cognitive satellite-terrestrial networks [J]. IEEE Transactions on Vehicular Technology , 2018 , 67 ( 5 ): 4208 - 4219 .

LIN Z , LIN M , ZHU W P , et al . Secure and energy efficient transmission for RSMA-based cognitive satellite-terrestrial Networks [J]. IEEE Wireless Communications Letters , 2021 , 10 ( 2 ): 251 - 255 .

ZHANG Y M , ZHANG H J , ZHOU H , et al . Resource allocation in terrestrial-satellite-based next generation multiple access networks with interference cooperation [J]. IEEE Journal on Selected Areas in Communication , 2022 , 40 ( 4 ): 1210 - 1221 .

MUHAMMED A J , MA Z , ZHANG Z Q , et al . Energy-efficient resource allocation for NOMA based small cell networks with wireless backhauls [J]. IEEE Transactions on Communications , 2020 , 68 ( 6 ): 3766 - 3781 .

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

ZUO H L , TAO X F . Power allocation optimization for uplink non-orthogonal multiple access systems [C]// 9th International Conference on Wireless Communications and Signal Processing(WCSP) . Nanjing : IEEE , 2017 : 1 - 5 .

徐勇军 , 谢豪 , 陈前斌 . 基于不完美CSI的异构NOMA网络能效优化算法 [J]. 通信学报 , 2020 , 41 ( 7 ): 131 - 140 .

XU Y J , XIE H , CHEN Q B . Energy efficiency optimization algorithm for heterogeneous NOMA network based on imperfect CSI [J]. Journal on Communications , 2020 , 41 ( 7 ): 131 - 140 .

ARAVANIS A I , BHAVANI SHANKAR M R , ARAPOGLOU P D , et al . Power allocation in multibeam satellite systems: A two-stage multi-objective optimization [J]. IEEE Transactions on Wireless Communications , 2015 , 14 ( 6 ): 3171 - 3182 .

ZHU X M , JIANG C X , KUANG L L , et al . Non-orthogonal multiple access based integrated terrestrial-satellite networks [J]. IEEE Journal on Selected Areas in Communications , 2017 , 35 ( 10 ): 2253 - 2267 .

WANG L N , WU Y N , ZHANG H J , et al . Resource allocation for NOMA based space-terrestrial satellite networks [J]. IEEE Transactions on Wireless Communications , 2021 , 20 ( 2 ): 1065 - 1075 .

GALIL Z . Efficient algorithms for finding maximum matching in graphs [J]. ACM Computing Surveys , 1986 , 18 ( 1 ): 23 - 38 .

DING Z G , ADACHI F , POOR . H V. The application of MIMO to non-orthogonal multiple access [J]. IEEE Transactions on Wireless Communications , 2016 , 15 ( 1 ): 537 - 552 .

MARKS B R , WRIGHT G P . Technical note—A general inner approximation algorithm for nonconvex mathematical programs [J]. Operations Research , 1978 , 26 ( 4 ): 681 - 683 .

DENG B Y , JIANG C X , YAN J , et. al . Joint multigroup precoding and resource allocation in integrated terrestrial-satellite networks [J]. IEEE Transactions on Vehicular Technology , 2019 , 68 ( 8 ): 8075 - 8090 .

KIMY B , LIM S , KIM H , et al . Non-orthogonal multiple access in a downlink multiuser beamforming system [C]// MILCOM 2013—2013 IEEE Military Communications Conference . Piscataway : IEEE , 2014 : 1278 - 1283 .

DAI L L , WANG B C , PENG M G , et. al . Hybrid precoding-based millimeter-wave massive MIMO-NOMA with simultaneous wireless information and power transfer [J]. IEEE Journal on Selected Areas in Communications , 2019 , 37 ( 1 ): 131 - 141 .

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Power Allocation in Distributed Satellite Cluster Downlink Based on Energy Efficiency

Design and Optimization of Downlink Time Reversal Non-Orthogonal Multiple Access System

Power Allocation in Opportunistic Cooperative Relaying Systems

Related Author

Xin LI

Yong-jun LI

Shang-hong ZHAO

WANG Wei-long

ZHAO Shang-hong

LI Yong-jun

LEI Wei-jia

ZHANG Yue

Related Institution

Institute of Information and Navigation, Air Force Engineering University

School of Communication and Information Engineering， Chongqing University of Posts and Telecommunications

Chongqing Key Laboratory of Mobile Communications Technology， Chongqing University of Posts and Telecommunications

Graduate School of Chongqing University of Posts and Telecommunications

School of Information Science and Engineering, Southeast University

⁰