异构云无线接入网中面向无线携能通信的干扰管理技术研究

项目来源

国家自然科学基金(NSFC)

项目主持人

任远

项目受资助机构

西安邮电大学

立项年度

2018

立项时间

未公开

项目编号

61801382

项目级别

国家级

研究期限

未知 / 未知

受资助金额

23.50万元

学科

信息科学-电子学与信息系统-通信理论与系统

学科代码

F-F01-F0103

基金类别

青年科学基金项目

关键词

干扰管理 ; 无线携能通信 ; 异构云无线接入网 ; 波束成形 ; 多用户分集 ; 干扰管理 ; 无线携能通信 ; 异构云无线接入网 ; 波束成形 ; 多用户分集

参与者

江帆;王军选;弥寅;王天赐;强煜玺;吴洋

参与机构

西安邮电大学

项目标书摘要:本项目面向未来无线携能通信异构云无线接入网中多层、密集组网的场景,研究网络中存在复杂泛在干扰情况下的高效干扰管理技术,以期对网络频谱效率、能量传输性能以及系统实现复杂度和反馈开销等核心性能指标进行统筹优化。研究的主要内容包括:(1)面向无线携能通信的分层干扰管理方案,优化并创新现有的机会干扰对齐方法;(2)面向无线携能通信的基于节点有限协作的干扰管理方案,通过对参考信号空间、收发波束成形向量的码本化设计,实现多场景下网络信息传输和能量传输性能的进一步优化;(3)面向无线携能通信的多目标信息能量波束成形方案,以网络能效优化为设计指标,设计鲁棒、可靠、高效的波束成形方案,实现系统传输的能效优化。

Application Abstract: Focusing on simultaneous wireless information and power transfer(SWIPT)in future heterogeneous cloud radio access network(H-CRAN)with multi-tier and dense picocell/femtocell deployments,this project proposes novel interference management schemes to effectively handle ubiquitous and complicated network interference.The project aims to jointly optimize several core performance and efficiency indicators of the system,such as spectrum efficiency,power transfer performance,implementation complexity and feedback overhead,addressing the demands of future wireless communication systems.The main targets of this project are listed as follows.(1)We propose novel SWIPT oriented hierarchical interference management schemes.By fundamentally improving the existing interference management schemes,our new schemes are tailored to the needs of H-CRANs with new properties and improved performance.(2)We consider the possibilities of limited-cooperation among access points in H-CRANs with SWIPT,and propose novel coordinated OIA to further improve system performance.Accordingly,we study the coordinated optimization and quantization strategies for the reference signal space and transceiver beamforming vectors.(3)We propose SWIPT oriented multi-objective information and energy beamforming schemes.Targeting at network energy efficiency,the beamforming schemes are designed to be robust,secure and efficient and the system transmission performance can be optimized.

项目受资助省

陕西省

项目结题报告(全文)

本项目面向未来异构云无线接入网中多层、灵活、密集组网的场景,研究网络中存在复杂泛在干扰情况下基于无线携能通信的干扰管理理论和技术,以期对网络频谱效率、能量效率和系统开销等核心性能指标进行统筹优化,完成的主要研究内容包括以下三个方面。(1)研究了面向无线携能通信的分层干扰管理方案,优化并创新现有的机会干扰对齐方法,设计了对小区内性能有觉知的干扰管理方案,利用参考信号空间指导用户调度策略的设计,实现了干扰对齐启发的机会通信方案,降低了网络中簇内与簇间干扰,有效提升了网络的和速率性能和能量收集性能;(2)研究了面向无线携能通信的基于节点有限协作的干扰管理方案,针对存在中继协作通信、小小区网络、无线传感器网络、物联网以及非正交多址接入的多类异构网络中的干扰处理,提出了基于“干扰利用”思想的传输方案设计,将干扰作为能量来源为系统中的设备充电,拓展了传统通信系统中基于“干扰消除”的解决思路,实现了多场景下网络信息传输和能量传输性能的进一步优化,有效提升了系统传输的有效性和可靠性;(3)研究了面向无线携能通信的协同优化传输方法,考虑系统功率消耗、安全速率、能量效率等多个核心优化指标,通过开展无线资源分配以及传输收发机设计,在保障用户服务质量的前提下,降低了系统时延和回程链路负载,有效提升了系统性能。总体而言,本研究创新了异构网络中多场景下面向无线携能通信的干扰管理和无线传输新方法,相关研究将有望为智能化异构云无线接入网中的无线携能传输及干扰管理提供物理层的全新解决方案。本项目在执行过程中取得了一些研究成果,超额完成了申请书中的预期目标,总共发表论文16篇,其中SCI检索文章9篇,EI检索文章7篇,申请发明专利3项;后续的成果也在不断向这些期刊杂志投稿。通过对本项目的研究,加强了和国际同行的交流,扩大了项目组在异构云无线接入网中面向无线携能通信领域的国际影响力,培养了一支具有创新能力的科研团队。

  • 排序方式:
  • 9
  • /
  • 1.RIS-Assisted Short-Packet NOMA Systems With Discrete Phase Shifts and Hardware Impairments

    • 关键词:
    • NOMA; Hardware; Reconfigurable intelligent surfaces; Throughput;Interference cancellation; Signal to noise ratio; Internet of Things;Channel coding; Resource management; Decoding; Discrete phase shifts(DPSs); hardware impairments; imperfect successive interferencecancellation (i-SIC); nonoptimal continuous phase shifts (CPSs);nonorthogonal multiple access (NOMA); reconfigurable intelligent surface(RIS); short-packet communications (SPCs);RESOURCE-ALLOCATION; PERFORMANCE ANALYSIS; MIMO-NOMA; TRANSMISSION;THROUGHPUT; FRAMEWORK; NETWORKS; SURFACE
    • Ren, Yuan;Wang, Jieyu;Zhang, Xuewei;Lv, Tiejun;Lin, Siyu;Lu, Guangyue
    • 《IEEE INTERNET OF THINGS JOURNAL》
    • 2025年
    • 12卷
    • 23期
    • 期刊

    Reconfigurable intelligent surface (RIS) and non-orthogonal multiple access (NOMA) are two promising technologies for future wireless communication networks. This article proposes a new transmission design for short-packet communications (SPCs) in a downlink RIS-assisted NOMA system, considering hardware impairments at the transceiver nodes, nonoptimal continuous phase shifts (CPSs) and discrete phase shifts (DPSs) at the RIS, and imperfect successive interference cancellation (i-SIC) for a pair of NOMA users. Using the method of moment matching, we approximate the end-to-end channel gain with a Gamma distribution and derive the closed-form approximate expressions for the average block error rates (BLERs) for NOMA users, along with the diversity order and the asymptotic expressions for the average BLERs at the high signal-to-noise ratio (SNR) region. Inspired by the asymptotic average BLER, the minimum blocklength is derived, and the optimal power allocation factor is obtained. Then, the system throughput is obtained to characterize the transmission efficiency of the RIS-assisted short-packet NOMA network. Analytical results of the proposed scheme indicate that: 1) the phase estimation error of the RIS has a significant impact on the system performance, and thus, the nonoptimal CPSs should be used in the theoretical analysis and 2) the DPSs with 3-bit quantization can effectively achieve a comparable performance to the optimal CPS scheme in practical applications. The numerical results validate our theoretical analysis and clearly show the performance improvement of transmission reliability and effectiveness of the proposed scheme, as compared to existing transmission schemes.

    ...
  • 2.Secure Communications for Wireless-Powered Cooperative NOMA Systems Under Imperfect CSI and Imperfect SIC

    • 关键词:
    • NOMA; Relays; Jamming; Security; Reliability; Probability; Power systemreliability; Interference cancellation; Closed-form solutions; 6G mobilecommunication; Artificial noise (AN); imperfect channel stateinformation (CSI); imperfect successive interference cancellation (SIC);nonorthogonal multiple access (NOMA); physical-layer security (PLS);PHYSICAL LAYER SECURITY; CHANNEL ESTIMATION; OUTAGE ANALYSIS; SECRECYOUTAGE; UPLINK NOMA; NETWORKS; ALLOCATION; TRANSMISSION; PERFORMANCE;SELECTION
    • Ren, Yuan;Han, Longlong;Zhang, Xuewei;Jiang, Jing;Lu, Guangyue;Lv, Tiejun
    • 《IEEE SENSORS JOURNAL》
    • 2025年
    • 25卷
    • 22期
    • 期刊

    In this article, we investigate the robust relay and jammer selection for secure communications in wireless-powered cooperative nonorthogonal multiple access (CoNOMA) networks under imperfect channel state information (CSI) and imperfect successive interference cancellation (SIC). The proposed secrecy communication scheme consists of two transmission phases. In the first transmission phase, a relay is selected from M candidates to assist in the transmission from the base station (BS) to a pair of nonorthogonal multiple access (NOMA) users. A wirelesspowered jammer is selected from J candidates based on the criterion of maximizing the generated interference to the eavesdropper (Eve), and the selected jammer harvests energy from the transmitted signals of the BS. In the second transmission phase, the selected relay serves NOMA users, and the selected wireless-powered jammer emits artificial noise (AN) to confuse the Eve. To assess the transmission security and reliability of the proposed scheme, closed-form expressions for the connection outage probability (COP), secrecy outage probability (SOP), effective secrecy throughput (EST), and secrecy diversity order for a pair of NOMA users are derived under imperfect CSI and imperfect SIC, revealing that our robust relay and jammer selection scheme improves the transmission performance of NOMA users. Numerical results verify the correctness of our theoretical analysis and demonstrate the performance superiority of the proposed scheme to existing schemes.

    ...
  • 3.Secrecy Communications for Wireless-Powered Cooperative NOMA Systems: A Power Allocation and Friendly Jamming Approach

    • 关键词:
    • Cooperative communication;Jamming;Network layers;Connection outage probability;Cooperative non-orthogonal multiple access;Dynamic power allocation;Eavesdroppe;Multiple access;Non-orthogonal;Outage probability;Physical layer security;Secrecy communications;Secrecy outage probabilities
    • Ren, Yuan;Zhang, Xu;Zhang, Xuewei;Lu, Guangyue
    • 《25th IEEE Wireless Communications and Networking Conference, WCNC 2024》
    • 2024年
    • April 21, 2024 - April 24, 2024
    • Dubai, United arab emirates
    • 会议

    This paper investigates the secrecy communications of a downlink wireless-powered cooperative non-orthogonal multiple access (NOMA) system with a source node, a relay, a pair of near and far users, and an eavesdropper (Eve). A wireless-powered relay assists the transmission from the source to the far user, and the Eve intends to wiretap the confidential message transmitted to the near user. We propose a dynamic power allocation and friendly jamming based secure transmission scheme. Specifically, the optimal power allocation factors at the source node for the paired NOMA users are obtained to guarantee the perfect successive interference cancellation performance and improve the transmission reliability of the pair of NOMA users. In the direct transmission phase, the source transmits a superimposed signal to the near user and the wireless-powered relay, and the far user serves as a friendly jammer to emit artificial noise to confuse the Eve. In the cooperative transmission phase, the relay utilizes the harvested energy to assist the transmission to the far user. By applying the Gaussian-Chebyshev and Gaussian-Laguerre quadratures, closed-form expressions for the secrecy outage probability of the near user and the connection outage probability of the far user are derived. Simulation results verify the correctness of our theoretical analysis. The superiority of the proposed scheme is also demonstrated for improving the secrecy performance, as compared to the existing cooperative NOMA schemes. © 2024 IEEE.

    ...
  • 4.Impartial Cooperation in SWIPT-Assisted NOMA Systems With Random User Distribution

    • 关键词:
    • NOMA; Resource management; Probability; Power system reliability;Throughput; Wireless communication; System performance;Diversity-multiplexing trade-off; impartial cooperation; non-orthogonalmultiple access; simultaneous wireless information and power transfer;user pairing;NONORTHOGONAL MULTIPLE-ACCESS; SIMULTANEOUS WIRELESS POWER; PERFORMANCEANALYSIS; 5G SYSTEMS; DESIGN; INFORMATION; ALLOCATION; NETWORKS; OUTAGE
    • Ren, Yuan;Ren, Binghan;Zhang, Xuewei;Lv, Tiejun;Ni, Wei;Lu, Guangyue
    • 《IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY》
    • 2023年
    • 72卷
    • 8期
    • 期刊

    Impartial cooperation is considered in simultaneous wireless information and power transfer (SWIPT)-assisted downlink non-orthogonal multiple access (NOMA) systems with random user distribution. Unlike conventional SWIPT-assisted cooperative NOMA transmissions, we consider random user locations and investigate a transmission model in which both the near and far users of a NOMA system can serve as energy harvesting relays and forward information to each other. To assess the impact of user placement on the system performance, three user pairing schemes are designed. Closed-form expressions for the outage probability, diversity order, diversity-multiplexing trade-off (DMT), and system throughput are derived under different user location distributions, revealing that the novel SWIPT-assisted impartial cooperative NOMA improves these metrics of the near user, and does not degrade those of the far user, compared with the conventional schemes. Numerical results validate our analysis and confirm that our approach is more efficient in resource utilization, as compared to existing schemes.

    ...
  • 5.Optimal Designs of SVC-Based Content Placement and Delivery in Wireless Caching Networks

    • 关键词:
    • Beamforming;Optimal systems;Quality of service;Video signal processing;Backhaul links;Content placement;Content transmission;Edge caching;End-users;Heavy traffics;Optimal design;Quality-of-service;Scalable video-coding;Wireless caching
    • Zhang, Xuewei;Zhang, Lin;Ren, Yuan;Jiang, Jing;Wang, Junxuan
    • 《Sensors》
    • 2023年
    • 23卷
    • 10期
    • 期刊

    To allieviate the heavy traffic burden over backhaul links and improve the user’s quality of service (QoS), edge caching plays an important role in wireless networks. This paper investigated the optimal designs of content placement and transmission in wireless caching networks. The contents to be cached and requested were encoded into individual layers by scalable video coding (SVC), and different sets of layers can provide different viewing qualities to end users. The demanded contents were provided by helpers caching the requested layers, or by the macro-cell base station (MBS) otherwise. In the content placement phase, this work formulated and solved the delay minimization problem. In the content transmission phase, the sum rate optimization problem was established. To effectively solve the nonconvex problem, the methods of semi-definite relaxation (SDR), successive convex approximation (SCA), and arithmetic-geometric mean (AGM) inequality were adopted, after which the original problem was transformed into the convex form. The numerical results show that the transmission delay is reduced by caching contents at helpers. Moreover, the fast convergence of the proposed algorithm for solving the sum rate maximization problem is presented, and the sum rate gain of edge caching is also revealed, as compared to the benchmark scheme without content caching. © 2023 by the authors.

    ...
  • 6.Joint Resource Allocation and Relay Selection in Wireless-Powered FD Relay Networks with Imperfect CSI

    • 关键词:
    • Channel state information;Finite difference method;Resource allocation;Duplex relay;Full-duplex;Imperfect channel state information;Joint resource allocations;Outage probability;Power allocations;Relay network;Relay selection;Time and power allocations;Wireless-powered
    • Ren, Yuan;Zhang, Xuewei;Li, Hongyan;Lu, Guangyue
    • 《2023 IEEE International Conference on Communications Workshops, ICC Workshops 2023》
    • 2023年
    • May 28, 2023 - June 1, 2023
    • Rome, Italy
    • 会议

    In this paper, we investigate the robust resource allocation and relay selection in wireless-powered full-duplex (FD) multi-relay networks, where a self-energy recycling relay node is selected from N candidates to assist the transmission from the source node to the destination node. With imperfect channel state information (CSI), an optimization problem is formulated to minimize the outage probability, and the optimal values of time and power allocation coefficients are obtained. Moreover, on the basis of the optimal time and power allocation coefficients, a two-stage relay selection scheme is proposed. In addition, the analytical expressions of outage probability and diversity order are derived to characterize the performance of the proposed scheme. Finally, simulation results are provided to verify the theoretical analysis and demonstrate the effectiveness of the proposed scheme in different scenarios. © 2023 IEEE.

    ...
  • 7.移动边缘计算中基于NOMA的资源分配技术研究

    • 关键词:
    • NOMA;MEC;DRL;用户配对;功率分配
    • 谷泽生
    • 指导老师:西安邮电大学 江帆
    • 学位论文

    随着全球数字化经济的飞速发展,各行各业对高质量的通信需求也在不断地增加,无论是多样化的移动业务还是个性化的智能设备均在逐年地呈指数型增长,因此,来自大数据流量和设备接入量的挑战也在不断激励着无线网络的发展和通信技术的革新。但是,面对5G和未来6G的海量设备连接需求和日益稀缺的频谱资源,传统的正交多址接入(Orthogonal Multiple Access,OMA)技术已不能满足通信需求,在5G的候选接入技术中,非正交多址接入(Non-Orthogonal Multiple Access,NOMA)技术被认为是潜力巨大的新一代移动通信接入技术,与OMA技术相比,NOMA技术最大的特点在于多个用户可以复用在同一时频资源块上,这不仅可以增加用户接入的数量,也可以提高频谱资源利用率。因此,NOMA技术可以更好的应对未来海量设备连接需求和高质量通信需求的挑战。随着移动应用的多元化发展,越来越多的移动应用对时延和计算能力有着很高的要求,比如虚拟现实、增强现实、无人驾驶等。但是,目前移动设备依然受限于计算硬件和电池容量技术的发展,运行此类应用的移动设备在性能方面还是会受到极大的限制,而移动边缘计算(Mobile Edge Computing,MEC)技术可以有效地解决上述难题。MEC将云服务器设立在蜂窝小区的基站处,移动设备可以直接将计算任务需求交给MEC服务器来处理,而不需要再将计算任务发送到远端的服务器中心处理,这不仅有效解决了时延问题,还可以减轻移动设备的计算任务复杂度。特别地,目前的研究现状更多关注于MEC下行场景中传输的时延与能耗问题而忽略了对无线传输方式的优化,基于上述分析,本文研究了MEC场景下基于NOMA的用户配对和功率分配技术方案。在NOMA系统中,用户配对和功率分配问题均是影响系统性能的关键因素,由于用户配对和功率分配是相互耦合的联合优化问题,本文将该问题拆分为两个子问题分别进行求解并最终找到联合解决方案。针对用户配对问题,以最大化蜂窝小区内所有用户的数据和速率为目的,本文提出了一种在MEC场景下基于深度强化学习(Deep Reinforcement Learning,DRL)算法的下行NOMA系统用户配对方案。首先,将用户配对问题转化为DRL模型;其次,根据所有用户的信道状态信息构建出用户配对矩阵;最后,通过深度Q网络(Deep Q-Network,DQN)算法找到最合适的用户配对方案。仿真结果表明,提出的方案可以有效提高所有用户的数据和速率。针对功率分配问题,本文在已提出的用户配对方案基础上,研究了一种基于DRL算法的下行两用户NOMA系统功率分配方案。首先,将功率分配问题转化为DRL模型,并根据用户的信干噪比和数据速率构建出特征矩阵;其次,利用异步优势演员-评论家(Asynchronous Advantage Actor Critic,A3C)算法求解出最优功率分配方案;最后,提出了DQN-A3C用户配对和功率分配联合优化方案。仿真结果表明,相比已有的优化方案,所提方案可以有效提高NOMA系统的性能。最后,本文对全文的研究内容做了详细的总结,并对还未研究的后续内容做了展望。

    ...
  • 8.Transmission Design and Component Allocation for STAR-RIS Assisted NOMA Systems with Direct Link

    • 关键词:
    • Stars;Component allocation;Mode-switching;Multiple access;Multiple access systems;Non-orthogonal;Non-orthogonal multiple access;Outage probability;Reconfigurable;Simultaneously transmitting and reflecting reconfigurable intelligent surface;Transmission components
    • Ren, Yuan;Cai, Wenzhe;Zhang, Xuewei;Yang, Suihu
    • 《98th IEEE Vehicular Technology Conference, VTC 2023-Fall》
    • 2023年
    • October 10, 2023 - October 13, 2023
    • Hong Kong, China
    • 会议

    This paper investigates a simultaneously transmitting and reflecting reconfigurable intelligent surface (STAR-RIS) assisted downlink non-orthogonal multiple access (NOMA) system, consisting of a base station (BS), a STAR-RIS, a transmission user and a reflection user, where STAR-RIS uses mode switching protocols. Under the proposed transmission model, the base station serves the two users via the STAR-RIS and a direct link exists from the base station to the reflection user. By using the Beaulieu series, the statistical property of the Nakagami-m fading cascaded channel is characterized. Based on this, closed-from expressions of outage probability and diversity order for the reflection user and transmission user are obtained, respectively. In addition, to ensure the maximum gain in system throughput, a component allocation scheme is proposed, and the optimal allocation interval between the transmission and reflection components is obtained. Numerical results verify the theoretical analysis and demonstrate the superiority of the proposed scheme in terms of outage probability and system throughput compared to existing schemes. © 2023 IEEE.

    ...
  • 9.Incremental Relay Inspired Mode Selection for SWIPT-Enabled NOMA Systems with Imperfect SIC and Random User Locations

    • 关键词:
    • Energy transfer;Location;Multiple access interference;Imperfect successive interference cancelation;Incremental relay;Mode-switching;Multiple access;Non-orthogonal;Non-orthogonal multiple access;Random users;Successive interference cancellations;Transmission mode;Transmission mode switching
    • Ren, Yuan;Ding, Zhouting;Zhang, Xuewei;Jiang, Fan;Wang, Junxuan
    • 《2023 IEEE/CIC International Conference on Communications in China, ICCC Workshops 2023》
    • 2023年
    • August 10, 2023 - August 12, 2023
    • Dalian, China
    • 会议

    This paper proposes transmission mode switching for the simultaneous wireless information and power transfer enabled non-orthogonal multiple access (NOMA) systems with imperfect successive interference cancellation (SIC) and random user locations. The system is composed of a base station (BS) and multiple near and far users. The location of the near and far users follows a homogeneous Poisson point process. The near users adopt incremental relay protocol and the simultaneous wireless information and power transfer enabled system can switch between cooperative and non-cooperative transmission mode based on 1-bit feedback of the far users. Due to the decoding errors of practical SIC process, imperfect SIC is considered at the near user. Under the proposed mode switching scheme, the closed-form expressions for the outage probability and system throughput are obtained considering random user locations. Numerical results demonstrate the correctness of the theoretical analysis and show that the proposed scheme outperforms the traditional cooperative and non-cooperative NOMA schemes in terms of outage and throughput performance. © 2023 IEEE.

    ...
  • 10.Providing Video Services With Diversified Viewing Qualities: A Scalable Video Coding Based Caching and Transmission Approach

    • 关键词:
    • Finite difference method;Motion compensation;Stochastic systems;Transmissions;Video signal processing;Base layers;Cache-aided data rate;Caching scheme;Data-rate;Duplex relay;Full-duplex;Random caching;Scalable video-coding;Successful transmission probability;Transmission probabilities
    • Zhang, Xuewei;Chu, Chengli;Ren, Yuan;Wang, Junxuan
    • 《2023 IEEE/CIC International Conference on Communications in China, ICCC Workshops 2023》
    • 2023年
    • August 10, 2023 - August 12, 2023
    • Dalian, China
    • 会议

    This paper proposes a novel video caching and transmission scheme in cache and full-duplex (FD) relay assisted wireless networks, where parts of the contents to be requested are stored in the local caches of relay nodes. To provide diversified viewing qualities to multimedia users, we combine scalable video coding (SVC) with edge caching in this work. With the aid of SVC, each video is encoded into multiple layers, including a base layer (BL) and multiple enhancement layers (ELs). The super layers, each of them containing one BL and several successive ELs, are cached and transmitted to users to bring diversified viewing experiences. Under the proposed caching and transmission policies, we conduct comprehensive performance analysis. By using the tool of stochastic geometry, we obtain the analytical expressions for successful transmission probabilities (STPs) in cache hit and miss cases. After obtaining STPs, the cache-aided data rate (CADR) is derived. Simulation results validate the derived STPs and demonstrate that the proposed SVC-based random caching scheme with FD relays has great potential to increase the data transmission rate. © 2023 IEEE.

    ...
  • 排序方式:
  • 9
  • /