流体天线无线通信网络联合时间调度和端口激活设计

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Internet of Things Journal Pub Date : 2025-03-18 DOI:10.1109/JIOT.2025.3552607
Tiantian Mao;Zheng Chu;Yi Wang;Zhengyu Zhu;Wanming Hao;De Mi;Cunhua Pan
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引用次数: 0

摘要

流体天线(FA)能够通过将辐射元件调整到最佳位置,在无线设备的有限空间内实现显著程度的空间分集。在本文中,我们探讨了在无线供电通信网络(WPCN)的整体性能上部署FAs的潜力。具体来说,WPCN中的每个物联网(IoT)设备都配备一个由多个端口组成的FA。物联网设备(ID)选择从功率信标(PB)收集能量的最佳接收端口,然后选择最佳发送端口将其数据发送到接入点(AP)。我们的目标是在每个ID的接收信噪比(SNR)和总传输时间的约束下,通过联合优化端口激活和时间调度来最大化ID的总吞吐量。为了解决这一非凸问题,我们首先应用拉格朗日对偶方法和Karush-Kuhn-Tucker (KKT)条件来寻找时隙的最优解。然后,我们引入了一种基于交替优化(AO)方法的高效算法来迭代地获得端口激活的局部最优解。此外,还提出了一种低复杂度的方案,以减少计算开销。仿真结果表明,将FA合并到WPCN中可以显著提高系统的整体性能,并且与基线方法相比,突出了FA的端口选择的好处。
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Joint Time Scheduling and Port Activation Design for Fluid Antenna-Empowered Wireless Powered Communication Networks
Fluid antenna (FA) is capable of achieving a significant degree of spatial diversity within the limited space of a wireless device by adjusting the radiating elements to optimal positions. In this article, we explore the potential of deploying FAs on the overall performance of wireless powered communication network (WPCN). Specifically, each Internet of Things (IoT) device in WPCN is equipped with a single FA comprising multiple ports. The IoT device (ID) selects the optimal receive port for energy harvesting from the power beacon (PB), followed by choosing the optimal transmit port to send its data to the access point (AP). Our objective is to maximize the sum throughput of IDs by jointly optimizing port activation and time scheduling, subject to constraints on the received signal-to-noise ratio (SNR) of each individual ID and the total transmission time. To tackle this nonconvex problem, we first apply the Lagrange dual method and the Karush-Kuhn-Tucker (KKT) conditions to find the optimal solutions for time slots. Then, we introduce an efficient algorithm based on the alternating optimization (AO) method to iteratively achieve a locally optimal solution for port activation. Additionally, a low-complexity scheme is proposed to minimize computational overhead. Simulation results reveal that incorporating FAs into a WPCN markedly improves the overall system performance, and highlights the benefits of port selection for the FA in comparison to baseline methods.
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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