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High-Power Simultaneous Wireless Information and Power Transfer: Injection-Locked Magnetron Technology 被引量:1
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作者 YANG Bo MITANI Tomohiko +1 位作者 SHINOHARA Naoki ZHANG Huaiqing 《ZTE Communications》 2022年第2期3-12,共10页
Applications using simultaneous wireless information and power transfer(SWIPT)have increased significantly.Wireless communication technologies can be combined with the Internet of Things to develop many innovative app... Applications using simultaneous wireless information and power transfer(SWIPT)have increased significantly.Wireless communication technologies can be combined with the Internet of Things to develop many innovative applications using SWIPT,which is mainly based on wireless energy harvesting from electromagnetic waves used in communications.Wireless power transfer that uses magnetrons has been developed for communication technologies.Injection-locked magnetrons that can be used to facilitate high-power SWIPT for several devices are reviewed in this paper.This new technology is expected to pave the way for promoting the application of SWIPT in a wide range of fields. 展开更多
关键词 simultaneous wireless information and power transfer wireless power transfer MAGNETRONS injection⁃locked Internet of Energy Internet of Things
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Secure Transmission Scheme Based on Dual-Thresholds for Simultaneous Wireless Information and Power Transfer 被引量:1
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作者 Xin Hu Kaizhi Huang +2 位作者 Yajun Chen Liang Jin Yunjia Xu 《China Communications》 SCIE CSCD 2017年第12期25-44,共20页
This paper studies a simultaneous wireless information and power transfer system with multiple external eavesdroppers and internal curious users.We model the random network by Poisson cluster process in consideration ... This paper studies a simultaneous wireless information and power transfer system with multiple external eavesdroppers and internal curious users.We model the random network by Poisson cluster process in consideration of the case where eavesdroppers hide around certain targets.Focusing on the users that work in harvesting-transmitting mode with time switching receivers,we establish communication model via time division multiple access.On this basis,we propose a lightweight secure transmission scheme based on dual-thresholds for physical-layer security enhancement,which consists of two protocols applied to the downlink(DL) and uplink(UL) transmission respectively.In the DL,we design a dynamic information-power switching transmission protocol based on signal-to-noise ratio threshold,which provides an opportunistic approach to reform the fixed period allocation of information and power transfer;in the UL,an energy threshold is proposed for users to control the transmission,which is called a user-led on-off transmission protocol.Furthermore,we give a comprehensive performance analysis for the proposed scheme in terms of delay,reliability,security and secrecy throughput.Based on the analysis results,we optimize the two thresholds and the DL-UL allocationcoefficient to maximize the secrecy throughput.Simulation results show the proposed scheme can bring about a substantial secrecy gain. 展开更多
关键词 physical layer security simultane-ous wireless information and power transfer OPPORTUNISTIC approach on-offtransmission
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Simultaneous wireless information and power transfer with fixed and adaptive modulation
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作者 Jie Hu Guangming Liang +2 位作者 Qin Yu Kun Yang Xiaofeng Lu 《Digital Communications and Networks》 SCIE CSCD 2022年第3期303-313,共11页
Activating Wireless Power Transfer (WPT) in Radio-Frequency (RF) to provide on-demand energy supply to widely deployed Internet of Everything devices is a key to the next-generation energy self-sustainable 6G network.... Activating Wireless Power Transfer (WPT) in Radio-Frequency (RF) to provide on-demand energy supply to widely deployed Internet of Everything devices is a key to the next-generation energy self-sustainable 6G network. However, Simultaneous Wireless Information and Power Transfer (SWIPT) in the same RF bands is challenging. The majority of previous studies compared SWIPT performance to Gaussian signaling with an infinite alphabet, which is impossible to implement in any realistic communication system. In contrast, we study the SWIPT system in a well-known Nakagami-m wireless fading channel using practical modulation techniques with finite alphabet. The attainable rate-energy-reliability tradeoff and the corresponding rationale are revealed for fixed modulation schemes. Furthermore, an adaptive modulation-based transceiver is provided for further expanding the attainable rate-energy-reliability region based on various SWIPT performances of different modulation schemes. The modulation switching thresholds and transmit power allocation at the SWIPT transmitter and the power splitting ratios at the SWIPT receiver are jointly optimized to maximize the attainable spectrum efficiency of wireless information transfer while satisfying the WPT requirement and the instantaneous and average BER constraints. Numerical results demonstrate the SWIPT performance of various fixed modulation schemes in different fading conditions. The advantage of the adaptive modulation-based SWIPT transceiver is validated. 展开更多
关键词 simultaneous wireless information and power transfer(swipt) Fixed/adaptive modulation Rate-energy-reliability trade-off Transceiver design Energy self-sustainability
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Programmable Metasurface for Simultaneously Wireless Information and Power Transfer System
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作者 CHANG Mingyang HAN Jiaqi +4 位作者 MA Xiangjin XUE Hao WU Xiaonan LI Long CUI Tiejun 《ZTE Communications》 2022年第2期48-62,共15页
Implementing self-sustainable wireless communication systems is urgent and challenging for 5G and 6G technologies.In this paper,we elaborate on a system solution using the programmable metasurface(PMS)for simultaneous... Implementing self-sustainable wireless communication systems is urgent and challenging for 5G and 6G technologies.In this paper,we elaborate on a system solution using the programmable metasurface(PMS)for simultaneous wireless information and power transfers(SWIPT),offering an optimized wireless energy management network.Both transmitting and receiving sides of the proposed solution are presented in detail.On the transmitting side,employing the wireless power transfer(WPT)technique,we present versatile power conveying strategies for near-field or far-field targets,single or multiple targets,and equal or unequal power targets.On the receiving side,utilizing the wireless energy harvesting(WEH)technique,we report our work on multi-functional rectifying metasurfaces that collect the wirelessly transmitted energy and the ambient energy.More importantly,a numerical model based on the plane-wave angular spectrum method is investigated to accurately calculate the radiation fields of PMS in the Fresnel and Fraunhofer regions.With this model,the efficiencies of WPT between the transmitter and the receiver are analyzed.Finally,future research directions are discussed,and integrated PMS for wireless information and wireless power is outlined. 展开更多
关键词 programmable metasurface simultaneously wireless information and power transfers wireless energy harvesting wireless power transfer
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基于SWIPT的无小区大规模MIMO-NOMA系统能量效率研究
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作者 董恒 徐凯 宋荣方 《南京邮电大学学报(自然科学版)》 北大核心 2024年第2期11-18,共8页
无小区大规模多输入多输出(Multiple-Input Multiple-Output,MIMO)与非正交多址接入(Non-Orthogonal Multiple Access,NOMA)都是未来6G的使能技术。无线携能通信(Simultaneous Wireless Information and Power Transfer,SWIPT)技术在进... 无小区大规模多输入多输出(Multiple-Input Multiple-Output,MIMO)与非正交多址接入(Non-Orthogonal Multiple Access,NOMA)都是未来6G的使能技术。无线携能通信(Simultaneous Wireless Information and Power Transfer,SWIPT)技术在进行信息解码的同时收集能量,与无小区大规模MIMO-NOMA优势互补。文中基于SWIPT研究无小区大规模MIMO-NOMA系统中的能量效率问题,通过联合优化功率分配系数和SWIPT的时隙切换(Time Switching,TS)系数,提高系统的能量效率。为了最大化能量效率,采用布谷鸟算法设计功率分配系数。考虑一种特殊情况,将所有终端的TS系数设置相同,进而推导了最佳TS系数的封闭表达式。仿真结果表明,相较于几种已有方案,文中提出的优化方案可以显著提升系统的能量效率。 展开更多
关键词 非正交多址 无线携能通信 无小区大规模MIMO 能量效率 时隙切换
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Joint Scheduling and Resource Allocation for Federated Learning in SWIPT-Enabled Micro UAV Swarm Networks 被引量:3
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作者 WanliWen Yunjian Jia Wenchao Xia 《China Communications》 SCIE CSCD 2022年第1期119-135,共17页
Micro-UAV swarms usually generate massive data when performing tasks. These data can be harnessed with various machine learning(ML) algorithms to improve the swarm’s intelligence. To achieve this goal while protectin... Micro-UAV swarms usually generate massive data when performing tasks. These data can be harnessed with various machine learning(ML) algorithms to improve the swarm’s intelligence. To achieve this goal while protecting swarm data privacy, federated learning(FL) has been proposed as a promising enabling technology. During the model training process of FL, the UAV may face an energy scarcity issue due to the limited battery capacity. Fortunately, this issue is potential to be tackled via simultaneous wireless information and power transfer(SWIPT). However, the integration of SWIPT and FL brings new challenges to the system design that have yet to be addressed, which motivates our work. Specifically,in this paper, we consider a micro-UAV swarm network consisting of one base station(BS) and multiple UAVs, where the BS uses FL to train an ML model over the data collected by the swarm. During training, the BS broadcasts the model and energy simultaneously to the UAVs via SWIPT, and each UAV relies on its harvested and battery-stored energy to train the received model and then upload it to the BS for model aggregation. To improve the learning performance, we formulate a problem of maximizing the percentage of scheduled UAVs by jointly optimizing UAV scheduling and wireless resource allocation. The problem is a challenging mixed integer nonlinear programming problem and is NP-hard in general. By exploiting its special structure property, we develop two algorithms to achieve the optimal and suboptimal solutions, respectively. Numerical results show that the suboptimal algorithm achieves a near-optimal performance under various network setups, and significantly outperforms the existing representative baselines. considered. 展开更多
关键词 micro unmanned aerial vehicle federated learning simultaneous wireless information and power transfer SCHEDULING resource allocation
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System Outage Probability and Diversity Analysis of a SWIPT Based Two-Way DF Relay Network Under Transceiver Hardware Impairments 被引量:1
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作者 Guangyue Lu Zhipeng Liu +1 位作者 Yinghui Ye Xiaoli Chu 《China Communications》 SCIE CSCD 2023年第10期120-135,共16页
This paper investigates the system outage performance of a simultaneous wireless information and power transfer(SWIPT)based two-way decodeand-forward(DF)relay network,where potential hardware impairments(HIs)in all tr... This paper investigates the system outage performance of a simultaneous wireless information and power transfer(SWIPT)based two-way decodeand-forward(DF)relay network,where potential hardware impairments(HIs)in all transceivers are considered.After harvesting energy and decoding messages simultaneously via a power splitting scheme,the energy-limited relay node forwards the decoded information to both terminals.Each terminal combines the signals from the direct and relaying links via selection combining.We derive the system outage probability under independent but non-identically distributed Nakagami-m fading channels.It reveals an overall system ceiling(OSC)effect,i.e.,the system falls in outage if the target rate exceeds an OSC threshold that is determined by the levels of HIs.Furthermore,we derive the diversity gain of the considered network.The result reveals that when the transmission rate is below the OSC threshold,the achieved diversity gain equals the sum of the shape parameter of the direct link and the smaller shape parameter of the terminalto-relay links;otherwise,the diversity gain is zero.This is different from the amplify-and-forward(AF)strategy,under which the relaying links have no contribution to the diversity gain.Simulation results validate the analytical results and reveal that compared with the AF strategy,the SWIPT based two-way relaying links under the DF strategy are more robust to HIs and achieve a lower system outage probability. 展开更多
关键词 decode-and-forward relay diversity gain hardware impairments simultaneous wireless information and power transfer system outage probability
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硬件损伤下IRS辅助的SWIPT系统安全波束成形设计
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作者 董洋帆 李陶深 葛志辉 《小型微型计算机系统》 CSCD 北大核心 2024年第7期1741-1748,共8页
为了提高无线携能通信(Simultaneous Wireless nformation and Power Transfer,SWIPT)通信系统的安全性,同时克服系统收发机硬件损伤(Hardware Impairments,HIs)的影响,提出一种硬件损伤下的智能反射面(Intelligent Reflecting Surface,... 为了提高无线携能通信(Simultaneous Wireless nformation and Power Transfer,SWIPT)通信系统的安全性,同时克服系统收发机硬件损伤(Hardware Impairments,HIs)的影响,提出一种硬件损伤下的智能反射面(Intelligent Reflecting Surface,IRS)辅助的SWIPT系统安全波束成形设计方法.考虑能量接收设备为潜在的窃听者,在基站最大发射功率、最小接收能量和IRS相移约束下,通过联合优化基站波束赋形矢量、人工噪声矢量和IRS的相移矩阵,构建系统安全速率最大化问题.针对该优化问题是非凸的,且优化变量是耦合的,提出一种基于交替优化和半正定松弛的有效算法来次优地解决该问题.仿真结果表明,本文所提算法能够在保障能量需求的同时,提升系统的安全性和抗硬件损伤能力. 展开更多
关键词 硬件损伤 智能反射面 无线携能通信 安全波束成形 安全速率
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ARIS辅助SWIPT-NOMA系统的性能
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作者 杨莎 唐菁敏 +1 位作者 宋耀莲 虞贵财 《兰州大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第6期782-789,共8页
为克服无线通信系统中信号经两次不同的多径传播形成的“双衰落”效应,解决终端设备的能量受限等问题,提出一种主动可重构智能表面(ARIS)辅助无线携能通信(SWIPT)非正交多址(NOMA)通信系统模型.考虑每个用户的服务质量限制、能量收集限... 为克服无线通信系统中信号经两次不同的多径传播形成的“双衰落”效应,解决终端设备的能量受限等问题,提出一种主动可重构智能表面(ARIS)辅助无线携能通信(SWIPT)非正交多址(NOMA)通信系统模型.考虑每个用户的服务质量限制、能量收集限制和ARIS幅度限制,建立联合优化ARIS相移矩阵、基站发射波束成形和用户侧功率分割比,以实现系统总功率的最小化.为解决此非凸且具有高度耦合变量的优化问题,利用块坐标下降法将其分解为3个子问题,用半正定松弛技术对子问题进行转换求解.仿真结果表明,与传统正交多址和被动可重构智能表面方案相比,ARIS辅助SWIPT-NOMA方案在降低系统总功率方面表现出更好的性能. 展开更多
关键词 主动可重构智能表面 无线携能通信 非正交多址接入 半正定松弛 总功率最小化
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有源RIS辅助SWIPT网络公平性资源分配算法
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作者 李世党 刘利栋 +1 位作者 李春国 许魁 《陆军工程大学学报》 2024年第3期16-25,共10页
针对有源可重构智能表面(reconfigurable intelligent surface,RIS)辅助的同步无线信息与能量传输(simultaneous wireless information and power transfer,SWIPT)系统,提出了一种考虑公平性的能量资源采集分配算法,以解决因乘性衰落导... 针对有源可重构智能表面(reconfigurable intelligent surface,RIS)辅助的同步无线信息与能量传输(simultaneous wireless information and power transfer,SWIPT)系统,提出了一种考虑公平性的能量资源采集分配算法,以解决因乘性衰落导致的公平性能量采集性能较差的问题。在有源RIS辅助的SWIPT系统采用功率切割架构实现信息与能量的同步传输,构建了以所有用户中最小的采集能量最大化为目标函数,用户信干噪比、有源RIS和基站发射功率、功率划分因子等满足需求为约束条件的联合资源分配问题。利用交替优化、半正定松弛、连续凸近似、罚函数等技术将不能直接解决的非凸问题转换成标准凸问题,提出了一种交替迭代的公平性采集能量算法。数值仿真结果表明,所提优化算法能够显著提高用户中能量资源分配最少的用户处采集到的能量值,保障通信网络中能量资源分配的公平性。 展开更多
关键词 有源可重构智能表面 同步无线信息与能量传输 迭代优化 连续凸近似
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An Overview of SWIPT Circuits and Systems
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作者 Ricardo TORRES Diogo MATOS +2 位作者 Felisberto PEREIRA Ricardo CORREIA Nuno Borges CARVALHO 《ZTE Communications》 2022年第2期13-18,共6页
From a circuit implementation perspective,this paper presents a brief overview of simultaneous wireless information and power transmission(SWIPT).By using zero-power batteryless wireless sensors,SWIPT mixes wireless p... From a circuit implementation perspective,this paper presents a brief overview of simultaneous wireless information and power transmission(SWIPT).By using zero-power batteryless wireless sensors,SWIPT mixes wireless power transmission with wireless communications to allow the truly practical implementation of the Internet of Things as well as many other applications.In this paper,technical backgrounds,problem formation,state-of-the-art solutions,circuit implementation examples,and system integrations of SWIPT are presented. 展开更多
关键词 simultaneous wireless information and power transmission(swipt)systems backscatter communication low power commu⁃nication
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协同双小区下行协作NOMA-SWIPT中断性能分析
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作者 张煜 贺玉成 +1 位作者 张彦 陈启望 《信号处理》 CSCD 北大核心 2024年第6期1052-1061,共10页
本文研究了在毫微微蜂窝网络(femtocell network,FN)中,协同双小区系统的非正交多址接入(non-orthogonal multiple access,NOMA)与无线携能通信(simultaneous wireless information and power transfer,SWIPT)下行协作通信的中断性能,... 本文研究了在毫微微蜂窝网络(femtocell network,FN)中,协同双小区系统的非正交多址接入(non-orthogonal multiple access,NOMA)与无线携能通信(simultaneous wireless information and power transfer,SWIPT)下行协作通信的中断性能,提出了一种边缘用户在邻基站及源基站随机中心用户共同协作的下行接入方案。所提方案共分为两个时隙:第一时隙内由两基站向所有用户广播叠加信号,提供中继服务的中心用户对其所接收的叠加信号逐级解码并收集能量。第二时隙,中心用户将其第一时隙内所收集的能量作为额外功率资源,在优先保证自身通信质量的前提下对成功解码的边缘用户信息进行再编码转发。基于空间均质泊松点过程(Poisson point process,PPP)中心用户的位置模型,推导了中心用户与边缘用户平均中断概率的表达式,进行了蒙特卡罗仿真验证,同时分析了各仿真参数(中心用户分布半径、用户阈值速率、路径损耗指数等)与中心用户、边缘用户平均中断概率的关系。结果表明:所提方案可以改善边缘用户的下行接入中断性能和系统吞吐量。 展开更多
关键词 非正交多址接入 无线携能通信 协作通信 下行中断概率 泊松点过程
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Improving throughput in SWIPT-based wireless multirelay networks with relay selection and rateless codes
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作者 Gaofei Huang Qihong Zhong +2 位作者 Hui Zheng Sai Zhao Dong Tang 《Digital Communications and Networks》 SCIE 2024年第4期1131-1144,共14页
This paper studies a dual-hop Simultaneous Wireless Information and Power Transfer(SWIPT)-based multi-relay network with a direct link.To achieve high throughput in the network,a novel protocol is first developed,in w... This paper studies a dual-hop Simultaneous Wireless Information and Power Transfer(SWIPT)-based multi-relay network with a direct link.To achieve high throughput in the network,a novel protocol is first developed,in which the network can switch between a direct transmission mode and a Single-Relay-Selection-based Cooperative Transmission(SRS-CT)mode that employs dynamic decode-and-forward relaying accomplished with Rateless Codes(RCs).Then,under this protocol,an optimization problem is formulated to jointly optimize the network operation mode and the resource allocation in the SRS-CT mode.The formulated problem is difficult to solve because not only does the noncausal Channel State Information(CSI)cause the problem to be stochastic,but also the energy state evolution at each relay is complicated by network operation mode decision and resource allocation.Assuming that noncausal CSI is available,the stochastic optimization issue is first to be addressed by solving an involved deterministic optimization problem via dynamic programming,where the complicated energy state evolution issue is addressed by a layered optimization method.Then,based on a finite-state Markov channel model and assuming that CSI statistical properties are known,the stochastic optimization problem is solved by extending the result derived for the noncausal CSI case to the causal CSI case.Finally,a myopic strategy is proposed to achieve a tradeoff between complexity and performance without the knowledge of CSI statistical properties.The simulation results verify that our proposed SRS-and-RC-based design can achieve a maximum of approximately 40%throughput gain over a simple SRS-and-RC-based baseline scheme in SWIPT-based multi-relay networks. 展开更多
关键词 simultaneous wireless information and power transfer Energy harvesting Relay networks Throughput maximization
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非线性EH下的SWIPT-NOMA系统性能分析
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作者 张瑞轩 李恩玉 李振敏 《通信技术》 2024年第8期816-822,共7页
为了延长无线通信网络的寿命,提高系统的频谱效率和可靠性,扩大信号覆盖范围,对无线携能传输(Simultaneous Wireless Information and Power Transfer,SWIPT)和非正交多址接入(Non-Orthogonal Multiple Access,NOMA)技术进行研究,给出... 为了延长无线通信网络的寿命,提高系统的频谱效率和可靠性,扩大信号覆盖范围,对无线携能传输(Simultaneous Wireless Information and Power Transfer,SWIPT)和非正交多址接入(Non-Orthogonal Multiple Access,NOMA)技术进行研究,给出了一种简单的无线携能传输的非正交多址接入(Simultaneous Wireless Information and Power Transfer Non-Orthogonal Multiple Access,SWIPT-NOMA)传输策略。在该策略中,近用户利用功率分割(Power-Splitting,PS)协议收集基站发射信号的能量转发解码数据和自身数据,同时实现基站向远近两用户、近用户向远用户的数据传输。在考虑非线性能量收集(Energy Harvesting,EH)的基础上,推导了系统的中断概率的闭式结果,并进一步给出了高信噪比(Signal-to-Noise Ratio,SNR)下的中断性能下限。最后,通过仿真分析验证了理论推导的正确性,并得出了系统参数对系统性能的影响规律。 展开更多
关键词 非正交多址接入 能量收集 无线携能传输 中断概率
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Secure analysis on artificial-noise-aided simultaneous wireless information and power transfer systems 被引量:1
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作者 Wei-min HOU Qing-shan TANG 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2020年第11期1651-1660,共10页
In this paper,we investigate the secrecy outage performance in simultaneous wireless information and power transfer(SWIPT)systems taking artificial noise assistance into account.Multiple antennas in the source and a s... In this paper,we investigate the secrecy outage performance in simultaneous wireless information and power transfer(SWIPT)systems taking artificial noise assistance into account.Multiple antennas in the source and a single antenna in both the legitimate receiver and the eavesdropper are assumed.Specifically,the transmitted signal at the source is composed of two parts,where the first part is the information symbols and the other is the noise for the eavesdropper.To avoid making noise in the legitimate receiver,these two parts in the transmitted signals are modulated into two orthogonal dimensions according to the instantaneous channel state between the source and the legitimate receiver.We derive an approximate closed-form expression for the secrecy outage probability(SOP)by adopting the Gauss-Laguerre quadrature(GLQ)method,where the gap between the exact SOP and our approximate SOP converges with increase of the summation terms in the GLQ.To obtain the secrecy diversity order and secrecy array gain for the considered SWIPT system,the asymptotic result of the SOP is also derived.This is tight in the high signal-to-noise ratio region.A novel and robust SOP approximation is also analyzed given a small variance of the signal-to-interference-plus-noise ratio at the eavesdropper.Some selected Monte-Carlo numerical results are presented to validate the correctness of the derived closed-form expressions. 展开更多
关键词 Artificial noise Multi-antenna systems Secrecy outage probability simultaneous wireless information and power transfer
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Simultaneous wireless information and power transfer transmitting architecture based on asynchronous space-time-coding digital metasurface[Invited] 被引量:1
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作者 祁振杰 戴俊彦 +8 位作者 王思然 周群焰 唐万恺 王凯岑 张澎 刘硕 李龙 程强 崔铁军 《Chinese Optics Letters》 SCIE EI CAS CSCD 2023年第8期17-22,共6页
Simultaneous wireless information and power transfer(SWIPT)architecture is commonly applied in wireless sensors or Internet of Things(IoT)devices,providing both wireless power sources and communication channels.Howeve... Simultaneous wireless information and power transfer(SWIPT)architecture is commonly applied in wireless sensors or Internet of Things(IoT)devices,providing both wireless power sources and communication channels.However,the traditional SWIPT transmitter usually suffers from cross-talk distortion caused by the high peak-to-average power ratio of the input signal and the reduction of power amplifier efficiency.This paper proposes a SWIPT transmitting architecture based on an asynchronous space-time-coding digital metasurface(ASTCM).High-efficiency simultaneous transfer of information and power is achieved via energy distribution and information processing of the wireless monophonic signal reflected from the metasurface.We demonstrate the feasibility of the proposed method through theoretical derivations and experimental verification,which is therefore believed to have great potential in wireless communications and the IoT devices. 展开更多
关键词 simultaneous wireless information and power transfer asynchronous space-time-coding digital metasurface quadrature phase-shift keying modulation
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Optimization of a robust collaborative-relay beamforming design for simultaneous wireless information and power transfer
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作者 Lu-lu ZHAO Xing-long JIANG +2 位作者 Li-min LI Guo-qiang ZENG Hui-jie LIU 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2018年第11期1432-1443,共12页
We investigate a collaborative-relay beamforming design for simultaneous wireless information and power transfer. A non-robust beamforming design that assumes availability of perfect channel state information(CSI) in ... We investigate a collaborative-relay beamforming design for simultaneous wireless information and power transfer. A non-robust beamforming design that assumes availability of perfect channel state information(CSI) in the relay nodes is addressed. In practical scenarios, CSI errors are usually inevitable; therefore, a robust collaborativerelay beamforming design is proposed. By applying the bisection method and the semidefinite relaxation(SDR)technique, the non-convex optimization problems of both non-robust and robust beamforming designs can be solved.Moreover, the solution returned by the SDR technique may not always be rank-one; thus, an iterative sub-gradient method is presented to acquire the rank-one solution. Simulation results show that under an imperfect CSI case, the proposed robust beamforming design can obtain a better performance than the non-robust one. 展开更多
关键词 simultaneous wireless information and power transfer Channel state information ROBUST BEAMFORMING SEMIDEFINITE relaxation Iterative sub-gradient
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基于IRS辅助的SWIPT物联网系统安全波束成形设计 被引量:23
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作者 朱政宇 徐金雷 +2 位作者 孙钢灿 王宁 郝万明 《通信学报》 EI CSCD 北大核心 2021年第4期185-193,共9页
为满足绿色万物互联的智能信号处理部署和物理层安全的新要求,针对基于智能反射面辅助的无线携能通信物联网系统中可持续能量供应紧缺问题,提出了一种安全波束成形设计方法。考虑保密速率、发射功率和IRS反射相移约束,以最大化能量采集... 为满足绿色万物互联的智能信号处理部署和物理层安全的新要求,针对基于智能反射面辅助的无线携能通信物联网系统中可持续能量供应紧缺问题,提出了一种安全波束成形设计方法。考虑保密速率、发射功率和IRS反射相移约束,以最大化能量采集器采集功率为目标,联合优化基站发射波束成形矩阵和干扰机协方差矩阵以及IRS相移,将优化问题建模为具有二次型约束的非凸二次型规划问题。利用松弛变量、半定松弛法、辅助变量和序列参数凸逼近法将非凸的二次型问题转化为等价的凸问题,并提出一种交替迭代优化算法获取原问题的可行解。仿真结果表明,所提算法能够快速收敛,且与基准方案相比能有效地提升性能。 展开更多
关键词 智能反射面 物联网 无线携能通信系统 安全波束成形 能量采集
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基于深度强化学习的SWIPT边缘网络联合优化方法 被引量:3
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作者 王哲 王启名 +1 位作者 李陶深 葛丽娜 《计算机应用》 CSCD 北大核心 2023年第11期3540-3550,共11页
边缘计算(EC)与无线携能通信(SWIPT)技术能够提升传统网络性能,但同时也增加了系统决策制定的难度和复杂度。而基于最优化方法所设计的系统决策往往具有较高的计算复杂度,无法满足系统的实时性需求。为此,针对EC与SWIPT辅助的无线传感网... 边缘计算(EC)与无线携能通信(SWIPT)技术能够提升传统网络性能,但同时也增加了系统决策制定的难度和复杂度。而基于最优化方法所设计的系统决策往往具有较高的计算复杂度,无法满足系统的实时性需求。为此,针对EC与SWIPT辅助的无线传感网络(WSN),联合考虑网络中波束成形、计算卸载与功率控制问题,建立了系统能效最优化数学模型;其次,针对该模型的非凸与参数耦合特征,通过设计系统的信息交换过程,提出基于深度强化学习的联合优化方法,该方法无须建立环境模型,采用奖励函数代替Critic网络对动作进行评估,能降低决策制定难度并提升实时性;最后,基于该方法设计了改进的深度确定性策略梯度(IDDPG)算法,并与多种最优化算法和机器学习算法进行仿真对比,验证了联合优化方法在降低计算复杂度、提升决策实时性方面的优势。 展开更多
关键词 无线传感网络 深度强化学习 无线携能通信 边缘计算 联合优化
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大规模天线SWIPT的安全速率性能分析 被引量:2
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作者 鲍慧 张敏敏 +1 位作者 姚亚青 王辉 《电信科学》 北大核心 2017年第9期36-43,共8页
多入单出广播系统中,现有研究均是在完整信道状态信息下来优化单用户安全速率,而实际上,系统中不可能只存在一个用户,基站往往接收到的也是不完整信道状态信息。针对此问题,提出了一种顽健性波束成形方案。在多用户情况下,考虑信道估计... 多入单出广播系统中,现有研究均是在完整信道状态信息下来优化单用户安全速率,而实际上,系统中不可能只存在一个用户,基站往往接收到的也是不完整信道状态信息。针对此问题,提出了一种顽健性波束成形方案。在多用户情况下,考虑信道估计误差对系统安全速率的影响,采用粒子群算法来联合优化发射波束成形矢量、人工噪声协方差和功率分流比,从而在确保用户收集一定能量的同时最大化安全传输速率。仿真结果表明,所提方案相对于理想情况下的安全速率略微降低,但考虑到存在窃听用户和估计误差的情况,对实际系统具有指导意义。 展开更多
关键词 swipt 人工噪声 估计误差 安全速率 波束成形
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