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面向船联网的NOMA系统用户公平性研究

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非正交多址技术(Non-orthogonal Multiple Access,NOMA)有助于提升船联网的连接数量和频谱效率.通过研究公平性约束下船联网NOMA系统的能量效率优化问题,设计基于速率方差的用户公平性因子,并提出了一种公平性约束下NOMA系统的能量效率优化策略.首先,假设基站到各个簇的发射功率相同且簇内用户数固定,以最大化能量效率作为用户分簇的目标,利用遗传算法对用户分簇方案进行优化;其次,在满足最小公平因子的条件下对簇内用户间的功率分配进行优化.仿真结果表明该优化策略能提高能量效率且用户公平性得到了保证.
Research on user fairness of NOMA system for Internet of Vessels
Non-orthogonal Multiple Access(NOMA)technology helps to improve the number of connections and spectral efficiency of Internet of Vessels.This paper studies the energy efficiency optimization of NOMA system under the fairness constraint,designs a user fairness factor based on rate variance,and proposes an energy efficiency optimization strategy of NOMA system with a fairness constraint.Firstly,supposing that the transmission power from the base station to each cluster is the same and the number of users in one clus-ter is fixed,the user clustering scheme is optimized by genetic algorithm with the goal of maximizing energy efficiency.Secondly,the power allocation among users in the cluster is optimized under the condition of meeting the minimum fairness factor.Simulation results show that this optimization strategy can improve en-ergy efficiency and ensure user fairness.

non-orthgonal multiple accessresource allocationgenetic algorithmfairnessenergy effi-ciency

施佳月、杨洁、吴小芳、王泽升

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南京工程学院信息与通信工程学院,南京 211167

南京工程学院自动化学院,南京 211167

非正交多址 资源分配 遗传算法 公平性 能量效率

江苏省智能感知技术与装备工程研究中心开放基金项目中国高校产学研创新基金资助课题

ITS2021062021FNA05002

2024

信息技术
黑龙江省信息技术学会 中国电子信息产业发展研究院 中国信息产业部电子信息中心

信息技术

CSTPCD
影响因子:0.413
ISSN:1009-2552
年,卷(期):2024.(2)
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