有源RIS与DF中继协同辅助RSMA-MEC系统吞吐量最大化研究
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1.南京邮电大学通信与信息工程学院,南京210003; 2.南京邮电大学通信与网络技术国家地方联合工程研究中心,南京210003

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Throughput Maximization of the RSMA-MEC System Collaboratively Assisted by Active RIS and DF Relay
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1.College of Communication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China; 2.National Local Joint Engineering Research Center for Communications and Network Technology, Nanjing University of Posts and Telecommunications, Nanjing 210003, China

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    摘要:

    为提升移动边缘计算(Mobile Edge Computing,MEC)系统的吞吐量,本文研究了基于有源可重构智能表面(Reconfigurable Intelligent Surface,RIS)与解码转发(Decode-and-Forward,DF)中继协同辅助的速率分割多址接入(Rate Splitting Multiple Access,RSMA)的MEC系统。该系统通过部署有源RIS优化信号传输条件,并利用DF中继扩展通信范围,同时采用RSMA技术提高多用户系统的频谱利用率,DF中继和基站(Base Station,BS)采用连续干扰消除技术解码接收到的信号。为最大化系统吞吐量,研究了DF中继解码顺序与发射功率、基站接收波束成形和解码顺序、有源RIS反射系数以及用户卸载策略的联合优化问题。为求解该非凸优化问题,提出了一种高效的交替优化算法,并获得了系统吞吐量最大化问题的次优解。最后,数值结果表明,有源RIS与DF中继协同辅助能够有效提升RSMA-MEC系统的吞吐量性能。

    Abstract:

    To enhance the throughput of the mobile edge computing (MEC) system, this paper investigates a rate splitting multiple access (RSMA)-MEC system assisted by a collaborative combination of the active reconfigurable intelligent surface (RIS) and the decode-and-forward (DF) relay. In this system, the active RIS is deployed to improve the signal transmission condition, while the DF relay is employed to extend the communication range. Additionally, the RSMA protocol is utilized to enhance the spectrum efficiency in multi-user access scenario, and both the relay and the base station (BS) apply the successive interference cancellation technique to decode the transmitted signals. To maximize the system throughput, the joint optimization problem involving the relay’s decoding order and transmitting power, the BS’s receiving beamforming and decoding order, the active RIS reflection coefficients, and the users’ offloading strategies are investigated. An alternating optimization algorithm is proposed to obtain the suboptimal solution for the throughput maximization problem. Finally, numerical results validate that the collaborative assistance of the active RIS and the DF relay can effectively enhance the throughput performance of the RSMA-MEC system.

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李喆,吕斌,杨震.有源RIS与DF中继协同辅助RSMA-MEC系统吞吐量最大化研究[J].数据采集与处理,,():

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  • 在线发布日期: 2025-07-08