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2024 Index journal of communications and networks, volume 26 2024通信与网络索引杂志,第26卷
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-12-01 DOI: 10.23919/JCN.2024.000074
This index covers all papers that appeared in JCN during 2024. The Author Index contains the primary entry for each item, listed under the first author's name, and cross-references from all coauthors. The Title Index contains paper titles for each Division in the alphabetical order from No. 1 to No. 6. Please refer to the primary entry in the Author Index for the exact title, coauthors, and comments / corrections.
该索引涵盖了JCN在2024年期间发表的所有论文。作者索引包含每个项目的主要条目,列在第一作者的名字下,以及所有共同作者的交叉引用。标题索引包含每个部门的论文标题,按字母顺序从1号到6号。请参考作者索引中的主要条目,了解确切的标题、合著者和评论/更正。
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引用次数: 0
Information for authors 作者信息
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-12-01 DOI: 10.23919/JCN.2024.000075
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引用次数: 0
Robust direction-of-arrival estimation and signal separation method for integrated sensing and communication 融合传感与通信的鲁棒到达方向估计与信号分离方法
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-12-01 DOI: 10.23919/JCN.2024.000068
Ming Chen;Liang Jin;Zheng Wan;Zheyuan Deng;Bo Zhang;Yajun Chen;Kaizhi Huang
In this study, we designed a single-channel direction-of-arrival (DOA) estimation and signal separation algorithm based on a grouping scheme for the time-varying metasurfaces (TVMs) for integrated sensing and communication systems. In this scheme, the harmonic effect of the TVM was used to transform the received single-channel signal into a multichannel signal through an orthogonal Fourier coefficient matrix. After achieving multi-channel DOA estimation, the corresponding weighted beam pointing was designed for signal separation. By applying a periodic modulation function on the TVM to modulate the incident signal, the signal was mapped to a multi-dimensional received space to recover the multi-channel received signal. Thus, conventional multi-channel algorithms could be used on the single-channel signal for DOA estimation. Next, we designed a sub-surface weighted beam pointing to maximize the received signal signal-to-interference-plus-noise ratio. Simulation results revealed that the proposed scheme of DOA estimation can exhibit performances comparable to that of the conventional multichannel antenna array. Moreover, the signal separation scheme designed based on this method was robust and could maintain good signal separation ability under a low signal-to-noise ratio.
在这项研究中,我们设计了一种基于分组方案的单通道到达方向(DOA)估计和信号分离算法,用于集成传感和通信系统的时变元表面(tvm)。该方案利用TVM的谐波效应,通过正交傅立叶系数矩阵将接收到的单通道信号转换成多通道信号。在完成多通道DOA估计后,设计相应的加权波束指向进行信号分离。通过在TVM上施加周期调制函数对入射信号进行调制,将信号映射到多维接收空间,从而恢复多通道接收信号。因此,传统的多通道算法可以用于单通道信号的DOA估计。其次,我们设计了一个亚表面加权波束指向,以最大限度地提高接收信号的信噪比。仿真结果表明,所提出的DOA估计方案具有与传统多通道天线阵列相当的性能。此外,基于该方法设计的信号分离方案具有鲁棒性,在低信噪比下仍能保持良好的信号分离能力。
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引用次数: 0
Reviewer list for 2024 2024年评审名单
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-12-01 DOI: 10.23919/JCN.2024.000073
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引用次数: 0
Lightweight privacy-preserving federated deep intrusion detection for industrial cyber-physical system 面向工业网络物理系统的轻量级隐私保护联合深度入侵检测
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-12-01 DOI: 10.23919/JCN.2024.000054
Imtiaz Ali Soomro;Hamood ur Rehman Khan;Syed Jawad Hussain;Zeeshan Ashraf;Mrim M. Alnfiai;Nouf Nawar Alotaibi
The emergence of Industry 4.0 entails extensive reliance on industrial cyber-physical systems (ICPS). ICPS promises to revolutionize industries by fusing physical systems with computational functionality. However, this potential increase in ICPS makes them prone to cyber threats, necessitating effective intrusion detection systems (IDS) systems. Privacy provision, system complexity, and system scalability are major challenges in IDS research. We present FedSecureIDS, a novel lightweight federated deep intrusion detection system that combines CNNs, LSTMs, MLPs, and federated learning (FL) to overcome these challenges. FedSecureIDS solves major security issues, namely eavesdropping and man-in-the-middle attacks, by employing a simple protocol for symmetric session key exchange and mutual authentication. Our Experimental results demonstrate that the proposed method is effective with an accuracy of 98.68%, precision of 98.78%, recall of 98.64%, and an F1-score of 99.05% with different edge devices. The model is similarly performed in conventional centralized IDS models. We also carry out formal security evaluations to confirm the resistance of the proposed framework to known attacks and provisioning of high data privacy and security.
工业4.0的出现需要广泛依赖工业网络物理系统(ICPS)。ICPS承诺通过融合物理系统和计算功能来彻底改变行业。然而,这种潜在的ICPS增加使它们容易受到网络威胁,需要有效的入侵检测系统(IDS)系统。隐私提供、系统复杂性和系统可伸缩性是IDS研究中的主要挑战。我们提出了FedSecureIDS,一种新型的轻量级联邦深度入侵检测系统,它结合了cnn、lstm、mlp和联邦学习(FL)来克服这些挑战。FedSecureIDS通过一个简单的对称会话密钥交换和相互认证协议,解决了窃听和中间人攻击等主要安全问题。实验结果表明,该方法在不同边缘设备下的准确率为98.68%,精密度为98.78%,召回率为98.64%,f1分数为99.05%。该模型在传统的集中式IDS模型中执行类似。我们还进行了正式的安全评估,以确认所提出的框架对已知攻击的抵抗力,并提供高数据隐私和安全性。
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引用次数: 0
Deep-learning-aided fast successive cancellation decoding of polar codes 深度学习辅助的极性码快速连续对消译码
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-12-01 DOI: 10.23919/JCN.2024.000070
Haogang Feng;Haiyu Xiao;Shida Zhong;Zhuqing Gao;Tao Yuan;Zhi Quan
With the continuous evolution of 5G communication technology to B5G and the next generation of communication technology, Deep Learning technology will also lead the automation and intelligent transformation of communication systems. Existing research has shown that the combination of deep learning and communication technology is expected to break some performance bottlenecks of traditional communication algorithms and solutions. This paper explores the application of deep learning (DL) in polar decoding algorithms, proposing a DL-aided-FSC (DL-FSC) polar code decoder algorithm. For the DL-FSC decoding algorithm, the conventional successive cancellation (SC) decoder is partitioned into multiple sub-blocks, which are replaced by R0 nodes, R1 nodes and sub-DL decoder. The log-likelihood ratio (LLR) and frozen bit pattern are input to the sub-DL decoder to predict decode codewords under any decoding code rate. Through simulation verification, under the PBCH channel of 5G communication, the DL-FSC decoder achieves similar block error rate (BLER) performance to the SC decoder, even improving by about 1%. In order to verify the performance optimization effect of the proposed algorithm at the hardware level, the DL-FSC deocder circuit design was completed. Through FPGA synthesis, the proposed decoder achieves a throughput of about 4571 Mbps, which is 1.71× improvement in decoding throughput at the expense of increased logic resources.
随着5G通信技术向B5G及下一代通信技术的不断演进,深度学习技术也将引领通信系统的自动化、智能化转型。已有研究表明,深度学习与通信技术的结合有望打破传统通信算法和解决方案的一些性能瓶颈。探讨了深度学习(DL)在极坐标译码算法中的应用,提出了一种DL-aided- fsc (DL- fsc)极坐标译码算法。DL-FSC译码算法将传统的SC译码器划分为多个子块,由R0节点、R1节点和子dl译码器代替。将对数似然比(LLR)和冻结位模式输入到子dl译码器中,以预测任意译码率下的译码字。通过仿真验证,在5G通信的PBCH信道下,DL-FSC解码器实现了与SC解码器相似的块错误率(BLER)性能,甚至提高了约1%。为了在硬件层面验证所提算法的性能优化效果,完成了DL-FSC解码器电路设计。通过FPGA合成,所提出的解码器实现了4571 Mbps左右的吞吐量,在增加逻辑资源的代价下,解码吞吐量提高了1.71倍。
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引用次数: 0
Efficient task offloading and resource allocation in an intelligent UAV-MEC system 智能无人机- mec系统的高效任务卸载和资源分配
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-11-20 DOI: 10.23919/JCN.2024.000050
Benedetta Picano;Romano Fantacci
Nowadays, the functional integration of digital twin (DT) technology and artificial intelligence (AI) methodologies has enabled reliable predictions of many random processes, supporting efficient control and optimization procedures. In line with this trend, this paper explores the joint use of these technologies in an AI-empowered DT framework for an unmanned aerial vehicle-aided multi-access edge computing (UAV-MEC) system. Specifically, this approach defines an intelligent UAV-MEC system capable of significantly improving service quality and deployment flexibility. The focus is on a UAV-MEC network consisting of multiple elementary service areas, where DTs efficiently orchestrate and reduce congestion levels by utilizing UAVs with onboard processing capabilities. A potential architecture for the DTs is outlined, conceptualizing each DT as a collection of basic cyber entities. Additionally, a suitable framework utilizing a matching game approach is proposed to effectively manage task offloading, channel allocation, and the dynamic assignment of UAV support to congested service zones within the same area. Finally, comprehensive simulation results validate the efficacy of the proposed intelligent UAV-MEC system, as indicated by metrics such as task completion delay and accuracy in congestion prediction.
如今,数字孪生(DT)技术和人工智能(AI)方法的功能集成使许多随机过程的可靠预测成为可能,支持有效的控制和优化程序。根据这一趋势,本文探讨了在无人机辅助多接入边缘计算(UAV-MEC)系统的ai授权DT框架中联合使用这些技术。具体来说,这种方法定义了一种智能无人机- mec系统,能够显著提高服务质量和部署灵活性。重点是由多个基本服务区组成的无人机- mec网络,其中dt通过利用具有机载处理能力的无人机有效地协调和减少拥塞水平。概述了DT的潜在架构,将每个DT概念化为基本网络实体的集合。此外,提出了一种合适的框架,利用匹配博弈方法有效地管理任务卸载、信道分配和无人机支持在同一区域内拥挤服务区的动态分配。最后,综合仿真结果验证了该智能无人机- mec系统的有效性,如任务完成延迟和拥塞预测精度等指标。
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引用次数: 0
Compensation of phase noise in massive-MIMO uplink communications based on expectation-maximization algorithm 基于期望最大化算法的大规模mimo上行通信相位噪声补偿
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-11-20 DOI: 10.23919/JCN.2024.000025
Alberto Tarable;Francisco J. Escribano
Phase noise (PN) is a major disturbance in MIMO systems, where the contribution of different oscillators at the transmitter and the receiver side may degrade the overall performance and offset the gains offered by MIMO techniques. This is even more crucial in the case of massive MIMO, since the number of PN sources may increase considerably. In this work, we propose an iterative receiver based on the application of the expectation-maximization algorithm. We consider a massive MIMO framework with a general association of oscillators to antennas, and include other channel disturbances like imperfect channel state information and Rician block fading. At each receiver iteration, given the information on the transmitted symbols, steepest descent is used to estimate the PN samples, with an optimized adaptive step size and a threshold-based stopping rule. The results obtained for several test cases show how the bit error rate and mean square error can benefit from the proposed phase-detection algorithm, even to the point of reaching the same performance as in the case where no PN is present, offering better results than a state-of-the-art alternative. Further analysis of the results allow to draw some useful trade-offs respecting final performance and consumption of resources.
相位噪声(PN)是MIMO系统中的一个主要干扰,其中发射器和接收器侧不同振荡器的贡献可能会降低整体性能并抵消MIMO技术提供的增益。这在大规模MIMO的情况下更为重要,因为PN源的数量可能会大幅增加。在这项工作中,我们提出了一个基于应用期望最大化算法的迭代接收器。我们考虑了一个具有振荡器与天线一般关联的大规模MIMO框架,并包括其他信道干扰,如不完美信道状态信息和块衰落。在每次接收迭代中,给定传输符号的信息,使用最陡下降来估计PN样本,并使用优化的自适应步长和基于阈值的停止规则。几个测试用例的结果表明,误码率和均方误差可以从所提出的相位检测算法中受益,甚至达到与没有PN存在的情况下相同的性能,提供比最先进的替代方案更好的结果。对结果的进一步分析可以得出关于最终性能和资源消耗的一些有用的权衡。
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引用次数: 0
copyright transferform 版权转让表
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-10-01 DOI: 10.23919/JCN.2024.000061
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引用次数: 0
Successive interference cancellation-based channel estimation for self-interference cancellation in in-band full-duplex systems 基于连续干扰消除的信道估计,用于消除带内全双工系统中的自干扰
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-10-01 DOI: 10.23919/JCN.2024.000048
Jin Kwan Kim;Yunjoong Park;Joon Young Kim
The integrated sensing and communications (ISAC) system has become a promising scheme for combining sensing and communication features to send data and sense the physical space concurrently. Although it aims to understand the channel condition and communication environment with sensing capability, it still requires sustainable high-data transmission with efficient spectrum usage. The in-band full-duplex (IBFD) system can be a possible solution to support high data transmission while increasing spectrum efficiency. Since IBFD has a self-interference issue, one of the significant factors that deteriorate its performance, we need to investigate possible solutions to resolve this matter. In this paper, we present an improved self-interference cancellation receiver with successive interference cancellation (SIC)-based channel estimation for the IBFD system. Since SIC aims to mitigate the multiple interference effects, our proposed algorithm applied SIC to the channel estimation for the performance gain. Our results show that SI cancellation with SIC-based channel estimation improves the IBFD bit error rate (BER) of the new radio (NR) for the ISAC system.
综合传感与通信(ISAC)系统已成为将传感与通信功能相结合的一种前景广阔的方案,可同时发送数据和感知物理空间。虽然它的目的是利用传感能力了解信道状况和通信环境,但它仍然需要可持续的高数据传输和有效的频谱利用。带内全双工(IBFD)系统是在提高频谱效率的同时支持高数据传输的一种可行解决方案。由于 IBFD 存在自干扰问题,这也是影响其性能的重要因素之一,因此我们需要研究可行的解决方案来解决这一问题。在本文中,我们为 IBFD 系统提出了一种基于连续干扰消除(SIC)信道估计的改进型自干扰消除接收器。由于 SIC 的目的是减轻多重干扰效应,我们提出的算法将 SIC 应用于信道估计以提高性能。我们的研究结果表明,基于 SIC 的信道估计的自干扰消除提高了 ISAC 系统中新无线电(NR)的 IBFD 误码率(BER)。
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引用次数: 0
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Journal of Communications and Networks
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