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Proposal of Maximum Delay Estimation Method for Unidentified Networks by Generating Pseudo-Network 基于伪网络的未知网络最大时延估计方法的提出
IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-21 DOI: 10.23919/comex.2025XBL0140
Ryohei Yamada;Hideaki Kimura;Takashi Nakanishi;Tatsuya Shimada
The maximum network delay needs to be estimated for maintaining the stability of delay-sensitive systems, such as remote-control applications. Conventional estimation approaches, including network digital twin technologies, typically rely on complete network configuration information. However, when such information is incomplete or unidentified, these approaches cannot be applied. In this study, we propose a method to estimate the maximum delay by generating a pseudo-network whose delay characteristics closely resemble those of the target network. Candidate networks with different configurations are created, and the pseudo-network is selected by comparing their delay distributions with that of the target network. Experimental results show that a pseudo-network with similar delay characteristics to the target network can be found, even when its configuration differs from that of the target network. This result holds for multiple target networks. These findings support the potential applicability of our pseudo-network-based approach to unidentified networks.
为了保持对延迟敏感的系统(如远程控制应用)的稳定性,需要估计最大网络延迟。传统的评估方法,包括网络数字孪生技术,通常依赖于完整的网络配置信息。但是,当这些信息不完整或身份不明时,这些方法就不能应用。在本研究中,我们提出了一种估计最大延迟的方法,即通过生成一个延迟特征与目标网络非常接近的伪网络来估计最大延迟。创建不同配置的候选网络,通过与目标网络的时延分布比较,选择伪网络。实验结果表明,即使其结构与目标网络不同,也可以找到与目标网络具有相似延迟特性的伪网络。这个结果适用于多个目标网络。这些发现支持了我们基于伪网络的方法对未识别网络的潜在适用性。
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引用次数: 0
DRL-Based Power Optimization for Hybrid FSO/THz-Enabled UAV Systems Using IR-HARQ 基于drl的FSO/ thz混合无人机系统IR-HARQ功率优化
IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-20 DOI: 10.23919/comex.2025XBL0136
Tien H. Do;Thang V. Nguyen;Hoang D. Le;Ngoc T. Dang
This letter addresses the transmit power minimization challenge in unmanned aerial vehicle (UAV)-assisted hybrid free-space optical (FSO)/terahertz (THz) systems integrated with incremental redundancy hybrid automatic repeat request (IR-HARQ), a cornerstone for 6G's ultra-reliable low-latency communications (URLLC). We propose a deep reinforcement learning (DRL)-driven framework, leveraging proximal policy optimization (PPO), to adapt power allocation across retransmissions via an agent-learned policy dynamically. This ensures reliable packet delivery under stringent delay bounds while accounting for channel impairments, including atmospheric attenuation, scintillation fading, and beam pointing errors. The system model incorporates SNR-based FSO/THz switching, with FSO as the primary link and THz as backup, evaluated through outage probabilities tailored to IR-HARQ, chase combining HARQ (CC-HARQ), and automatic repeat request (ARQ). Simulations across diverse environmental conditions reveal the proposed DRL-IR-HARQ hybrid achieves up to 0.7 dBm savings over THz-only baselines and conventional HARQ protocols, underscoring its robustness for energy-efficient 6G aerial backhauls and disaster-resilient networks.
该信函解决了无人机(UAV)辅助混合自由空间光学(FSO)/太赫兹(THz)系统中发射功率最小化的挑战,该系统集成了增量冗余混合自动重复请求(IR-HARQ),这是6G超可靠低延迟通信(URLLC)的基石。我们提出了一个深度强化学习(DRL)驱动的框架,利用近端策略优化(PPO),通过智能体学习的策略动态地适应重传中的功率分配。这确保了在严格的延迟范围下可靠的数据包传输,同时考虑到信道损伤,包括大气衰减、闪烁衰落和波束指向误差。该系统模型结合了基于信噪比的FSO/THz交换,其中FSO作为主链路,THz作为备用链路,通过针对IR-HARQ、追踪组合HARQ (CC-HARQ)和自动重复请求(ARQ)定制的中断概率进行评估。在不同环境条件下的模拟表明,与仅太赫兹基线和传统HARQ协议相比,拟议的DRL-IR-HARQ混合方案可节省高达0.7 dBm的带宽,强调了其在节能6G空中回程和抗灾网络中的稳健性。
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引用次数: 0
Design of Unequal Intervals for Split-Step Parabolic Equation and Mirror Kirchhoff Approximation in Three-Dimensional Environment 分阶抛物方程的不等区间设计及三维环境下镜像Kirchhoff逼近
IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-20 DOI: 10.23919/comex.2025XBL0148
Xin Du
The split-step parabolic equation (SSPE) and the mirror Kirchhoff approximation (MKA) are fast methods for predicting the shadowing effect at millimeter waves (mmWaves). This letter proposes an algorithm for designing unequal intervals for an arbitrarily shaped scatterer in a three-dimensional (3D) environment, aiming to reduce computational time. The 3D SSPE/MKA with proposed unequal intervals is validated for the scattering problem of a lossy dielectric sphere at mmWaves (40 GHz–100 GHz). The results show that the proposed method achieves good accuracy with a low root-mean-square error of less than 1 dB compared to the exact solution. In addition, the results show that the proposed method out-performs the conventional equal interval in terms of fast calculation speed by approximately 21%–51%.
分步抛物方程(SSPE)和镜像Kirchhoff近似(MKA)是预测毫米波(mmWaves)阴影效应的快速方法。本文提出了一种在三维(3D)环境中为任意形状的散射体设计不等间隔的算法,旨在减少计算时间。针对损耗介质球在毫米波(40ghz - 100ghz)下的散射问题,对提出的不等间隔的三维SSPE/MKA进行了验证。结果表明,与精确解相比,该方法具有较好的精度,均方根误差小于1 dB。此外,结果表明,该方法在快速计算速度方面比常规等区间方法高出约21% ~ 51%。
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引用次数: 0
Adaptive Point Cloud Streaming with Color Reduction 自适应点云流与颜色减少
IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-20 DOI: 10.23919/comex.2025XBL0142
Wataru Ota;Masaki Bandai
Point cloud streaming has emerged as an increasingly prominent research topic in recent years. Point clouds enable the generation of highly immersive visual experiences. However, point cloud streaming requires high bandwidth due to its large data size. So under the constrained-bandwidth environment, it is important to reduce the data size of point cloud or conducting adaptive streaming. In this paper, we propose a method to reduce the data size of RGB information and the coordinates of point clouds, and to use these point clouds for adaptive streaming. We implement the proposed method in real-world system and evaluate its performance in terms of processing time, communication bitrate, and visual quality.
近年来,点云流已成为一个日益突出的研究课题。点云能够产生高度沉浸式的视觉体验。然而,由于数据量大,点云流需要高带宽。因此,在带宽受限的环境下,减小点云的数据量或进行自适应流处理显得尤为重要。本文提出了一种减小RGB信息和点云坐标的数据量,并利用这些点云进行自适应流处理的方法。我们在实际系统中实现了该方法,并从处理时间、通信比特率和视觉质量三个方面对其性能进行了评价。
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引用次数: 0
Validation of a Low-Permittivity PCB Substrate for Compact 28-GHz Phased Array Antennas 小型28ghz相控阵天线低介电常数PCB基板的验证
IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-20 DOI: 10.23919/comex.2025XBL0158
Carrel da Gomez;Weichu Chen;Dongwon You;Xi Fu;Ibrahim Abdo;Shimpei Yakuwa;Naoki Nagaoka;Yasuto Ishimaru;Atsushi Shirane;Kenichi Okada
This letter presents the validation of a low-permittivity $(varepsilon_{r}= 1.88)$ PCB substrate for compact, 28-GHz phased-array antennas. A grounded-coplanar-waveguide (CPWG) feed and a three-layer stack-up were verified using a TRL calibration board, confirming stable performance up to 60 GHz. A single via-fed patch antenna on the new laminate achieved 7.1 dBi gain, 3.2 dB higher than that on Megtron6 $(varepsilon_{r}=3.7)$. A $1times 4$ array was implemented on the same stack-up achieved 9.2 dBi broadside gain and up to 0.8 dB lower scan loss at 60° compared with Megtron6. These results demonstrate the importance of substrate selection and highlight the potential of this laminate for PCB-based millimeter-wave antennas.
本文介绍了用于紧凑的28 ghz相控阵天线的低介电常数$(varepsilon_{r}= 1.88)$ PCB基板的验证。使用TRL校准板验证了接地共面波导(CPWG)馈电和三层堆叠,确认了高达60 GHz的稳定性能。新层叠板上的单通孔馈电贴片天线获得7.1 dBi增益,比Megtron6 $(varepsilon_{r}=3.7)$高出3.2 dB。在相同的堆叠上实现了$1 × 4$阵列,与Megtron6相比,在60°时实现了9.2 dBi的宽侧增益和高达0.8 dB的扫描损耗。这些结果证明了衬底选择的重要性,并突出了该层压板用于基于pcb的毫米波天线的潜力。
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引用次数: 0
Practical Node Design for Wireless Multi-Hop Network Applications in Oyster Farming 牡蛎养殖中无线多跳网络的实用节点设计
IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-20 DOI: 10.23919/comex.2025XBL0162
Kazuhiko Kinoshita;Kyohei Yamamoto;Alberto Gallegos Ramonet;Akinori Tsuji;Kensuke Iwamoto
In recent years, the application of Internet of Things (IoT) technologies has advanced in agriculture, forestry, and fisheries. In this paper, we focus on the hatchery phase of oyster farming and consider a wireless multi-hop network to realize a system that monitors water quality and ambient temperature/humidity in real time using sensors. We design a fully waterproof, integrated device that combines a water quality sensor with a wireless communication module, enabling direct submersion in water for flexible and practical use. However, since radio signals significantly attenuate underwater, we first conduct preliminary experiments using actual hardware to evaluate the affect quantitatively. We then propose to introduce a cylindrical container as a waveguide to improve communication range. Finally, we prototype a wireless multi-hop network and confirm its feasibility.
近年来,物联网技术在农业、林业、渔业等领域的应用不断推进。本文以牡蛎养殖的孵化阶段为研究对象,考虑采用无线多跳网络实现利用传感器实时监测水质和环境温湿度的系统。我们设计了一款完全防水的集成设备,将水质传感器与无线通信模块相结合,可以直接浸入水中,灵活实用。然而,由于无线电信号在水下明显衰减,我们首先使用实际硬件进行初步实验来定量评估影响。然后,我们建议引入一个圆柱形容器作为波导,以提高通信范围。最后,我们建立了一个无线多跳网络的原型,并验证了其可行性。
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引用次数: 0
Estimation of Effective Working Volume Within Ideal Reverberation Chamber Using Plane Wave Integration Method 用平面波积分法估算理想混响室内有效工作体积
IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-20 DOI: 10.23919/comex.2025XBL0141
Katsushige Harima;Ifong Wu;Kaoru Gotoh
In a reverberation chamber, a random electromagnetic field is generated by mechanically rotating a metal stirrer. Although the spatial electric field distribution in an ideal reverberation chamber can be represented as a probability density function using a statistical approach, this method does not account for the size of the chamber. The electric field distribution in a well-stirred reverberation chamber can be approximated using the plane wave integration method, which is based on the vector sum of plane waves from multiple directions. In this study, the electric field distribution within the working volume of the reverberation chamber was calculated using the plane wave integration method. Then, by comparing the calculation results with the theoretical values obtained through the statistical method, the size of the working volume at which the electric field distribution could be considered ideal was estimated.
在混响室中,通过机械旋转金属搅拌器产生随机电磁场。虽然理想混响室内的空间电场分布可以用统计方法表示为概率密度函数,但这种方法不能考虑腔室的大小。平面波积分法是基于多个方向平面波矢量和的平面波积分法,可以近似地求得混响室内的电场分布。本研究采用平面波积分法计算混响室工作容积内的电场分布。然后,将计算结果与统计方法得到的理论值进行比较,估计出电场分布理想的工作体积大小。
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引用次数: 0
Comparative Evaluation of Black-Box Optimization Methods for RAN Function Placement Problem RAN函数布局问题黑盒优化方法的比较评价
IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-15 DOI: 10.23919/comex.2025XBL0131
Shun Furusawa;Chihiro Dogo;Kazuhiro Saito;Yuya Seki;Shuta Kikuchi;Shu Tanaka
5G systems are expected to satisfy diverse Quality of Service (QoS) requirements through RAN slicing. Adaptive RAN function placement (RFP) control is crucial, but deep reinforcement learning (DRL) methods like Ape-X require substantial training time and data, limiting their practical use. This study applies two black-box optimization methods, Factorization Machine with Annealing (FMA) and Bayesian Optimization with Dictionaries (BODi), to the RFP control problem and compares them with Ape-X under different data conditions. Results show that FMA achieves higher QoS satisfaction with limited data and gradually matches or surpasses Ape-X as more data accumulates, despite longer decision times.
5G系统有望通过RAN切片满足多种服务质量(QoS)需求。自适应RAN功能放置(RFP)控制至关重要,但像Ape-X这样的深度强化学习(DRL)方法需要大量的训练时间和数据,限制了它们的实际应用。本研究将两种黑盒优化方法——退火分解机(FMA)和字典贝叶斯优化(BODi)应用于RFP控制问题,并在不同数据条件下与Ape-X进行比较。结果表明,FMA在有限的数据下获得了较高的QoS满意度,尽管决策时间较长,但随着数据积累的增加,FMA的QoS满意度逐渐达到或超过Ape-X。
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引用次数: 0
Diffusion Model-Based Network Packet Synthesis Using Inter-Packet Difference Learning 基于扩散模型的包间差分学习网络包合成
IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-15 DOI: 10.23919/comex.2025XBL0132
Yukito Onodera;Erina Takeshita;Tomoya Kosugi;Takashi Nakanishi;Tatsuya Shimada
In recent years, network analysis has increasingly used packet data analysis for machine learning. However, packet data accumulation has issues, including difficulties in data accumulation and insufficient diversity in attack patterns. To address these issues, researchers have increasingly turned to synthetic data generation methods as an alternative to data accumulation approaches for training machine learning models. However, conventional GAN-based synthetic data generation methods have limitations, particularly statistical characteristic inconsistencies due to training instability and lack of correlations both within packet fields and between consecutive packets. This paper proposes an approach that transforms packet data into structured image representations and generates differential image data using a conditional diffusion model on the basis of previous packet data. The proposed differential representation method excludes unchanged fields from learning and focuses specifically on the varying components that capture inter-packet relationships. Evaluation experiments conducted on the CICIDS 2017 dataset demonstrate the proposed approach improves over conventional methods in both statistical distribution similarity metrics and classification difficulty assessments.
近年来,网络分析越来越多地使用包数据分析进行机器学习。但是,分组数据积累存在一些问题,包括数据积累困难和攻击模式的多样性不足。为了解决这些问题,研究人员越来越多地转向合成数据生成方法,作为训练机器学习模型的数据积累方法的替代方法。然而,传统的基于gan的合成数据生成方法存在局限性,特别是由于训练不稳定性和数据包字段内和连续数据包之间缺乏相关性而导致统计特征不一致。本文提出了一种将数据包数据转换为结构化图像表示的方法,并在先前数据包数据的基础上使用条件扩散模型生成差分图像数据。所提出的差分表示方法将未改变的字段排除在学习之外,并特别关注捕获包间关系的不同组件。在CICIDS 2017数据集上进行的评估实验表明,该方法在统计分布相似度度量和分类难度评估方面都优于传统方法。
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引用次数: 0
Special Cluster in Conjunction with IEICE General Conference 2025 与2025年IEICE大会相结合的特别集群
IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-04 DOI: 10.23919/comex.2025COF0001
IEICE Communications Express (ComEX) has continued to issue a special cluster annually in conjunction with the IEICE General Conferences since 2019. This year's special cluster is based on the papers presented at the IEICE General Conference 2025, which was held at the Setagaya Campus of Tokyo City University in March 2025. Since October 1, 2023, all accepted letters in ComEX have been published in IEEE Xplore to improve the visibility of letters.
自2019年以来,IEICE Communications Express (ComEX)继续每年与IEICE大会一起发布一个特别的集群。今年的特别集群是基于2025年3月在东京城市大学世田谷校区举行的IEICE 2025年大会上发表的论文。自2023年10月1日起,ComEX的所有接受信件都将在IEEE explore中发布,以提高信件的可见性。
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引用次数: 0
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IEICE Communications Express
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