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Point Cloud-Based Prediction Models of Dynamic Human Body Shadowing at 58 GHz 基于点云的 58 千兆赫动态人体阴影预测模型
IF 3.5 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-04-29 DOI: 10.1109/OJAP.2024.3394730
Chechia Kang;Xin Du;Jun-Ichi Takada
As one of the channels used by the wireless gigabit (WiGig) protocol, a 58 GHz band has been deployed to realize a data rate of up to 100 gigabits per second (Gbps). Systems at the 58 GHz band point the main beam of the base station toward the mobile stations but suffer from a deep fading due to human body shadowing (HBS). To precisely predict the HBS channel considering the short wavelength at 58 GHz, a simulation method considering the detailed human geometry is needed. This paper proposes screen models and an elliptic cylinder model based on the instantaneous point clouds (PC) of human geometry for the HBS channel simulation using the uniform theory of diffraction (UTD). The proposals enable fair evaluation via a simultaneous measurement of the HBS channel and the PC. The HBS gains at the 58 GHz band in an indoor environment (6.5 m) between the measured and the simulated results based on the proposed models are compared. Compared with the conventional human model, the screen models are suitable for predicting the propagation channel cut-off by tracing the changing posture of the human body, and the elliptic cylinder model is suitable for predicting the shadowing distance by a 75% improvement.
作为无线千兆位(WiGig)协议使用的信道之一,58 千兆赫频段已被用于实现高达每秒 100 千兆比特(Gbps)的数据传输速率。58 GHz 频段的系统将基站的主波束指向移动站,但由于人体阴影(HBS)的影响,系统会出现深度衰减。考虑到 58 GHz 波长较短,要精确预测 HBS 信道,需要一种考虑到人体几何细节的模拟方法。本文提出了基于人体几何瞬时点云(PC)的屏幕模型和椭圆圆柱体模型,利用均匀衍射理论(UTD)进行 HBS 信道模拟。这些建议可通过同时测量 HBS 信道和 PC 进行公平评估。比较了室内环境(6.5 米)中 58 GHz 频段的 HBS 增益,以及基于建议模型的测量和模拟结果。与传统人体模型相比,屏幕模型适用于通过追踪人体姿态变化来预测传播信道截止点,而椭圆圆柱体模型适用于预测阴影距离,提高了 75%。
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引用次数: 0
Experimental Phase-Encoded Linear Sampling Method Imaging With a Single Transmitter and Receiver 利用单个发射器和接收器进行相位编码线性采样法成像的实验性研究
IF 3.5 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-04-25 DOI: 10.1109/OJAP.2024.3393717
Matthew J. Burfeindt;Hatim F. Alqadah;Scott Ziegler
The phase-encoded linear sampling method (PE-LSM) is an inverse scattering technique for reconstructing the shape of a conducting target from scattered electric fields. It is a variant of the well-known linear sampling method (LSM), which solves the nonlinear shape reconstruction problem using linear optimization. The PE-LSM mitigates the primary obstacle to practical imaging via LSM-based processing – its need for copious multistatic-multiview transmit-receive channels. In this study, we evaluate the PE-LSM using experimental data. We collect synthetic aperture data in an anechoic chamber using only a single transmit-receive channel. With the aid of a monostatic-to-multistatic transform, we generate reconstructions of each target via the PE-LSM. The results evince significant improvements in fidelity to the true target geometries compared to imagery generated by both conventional LSM processing and a conventional backprojection-based radar approach.
相位编码线性采样法(PE-LSM)是一种反散射技术,用于从散射电场中重建导电目标的形状。它是著名的线性采样法(LSM)的变体,后者利用线性优化来解决非线性形状重建问题。PE-LSM减轻了通过基于LSM的处理方法进行实际成像的主要障碍--它需要大量的多静态多视角发射接收通道。在本研究中,我们利用实验数据对 PE-LSM 进行了评估。我们在消声室中收集合成孔径数据,只使用一个发射接收通道。借助单静态到多静态变换,我们通过 PE-LSM 生成每个目标的重构。与传统的 LSM 处理方法和传统的基于反投影的雷达方法生成的图像相比,结果表明在忠实于真实目标几何图形方面有了明显改善。
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引用次数: 0
Wi-Fi-Based Human Activity Recognition for Continuous, Whole-Room Monitoring of Motor Functions in Parkinson’s Disease 基于 Wi-Fi 的人体活动识别技术,用于对帕金森病患者的运动功能进行连续的全室监测
IF 4 Q2 Engineering Pub Date : 2024-04-24 DOI: 10.1109/OJAP.2024.3393117
Shih-Yuan Chen;Chi-Lun Lin
Parkinson’s disease is a progressive neurodegenerative disorder with significant fluctuations throughout the day, making accurate drug treatment difficult. A home-based long-term monitoring system is essential to address this challenge. Contemporary approaches to activity monitoring have focused on wearable devices and computer vision systems. Wearable devices are often uncomfortable and not ideal for long-term monitoring, while computer vision is plagued with significant privacy concerns. In this context, Wi-Fi sensing presents itself as an advantageous alternative due to its non-invasive and privacy-preserving properties. However, current human activity recognition methodologies lack the specificity to identify disease-related symptoms within everyday activities. Furthermore, the efficiency of human activity recognition methods in processing continuous data streams in real time is a crucial aspect that needs thorough assessment. This study proposes a novel approach for human activity recognition using Wi-Fi signals. Traditional methods for signal processing are avoided by converting the ratio of channel state information from antenna pairs into images. These images are then processed using a convolutional neural network to detect movements related to diseases in a large dataset. The experiments utilize a laptop PC with Intel Wi-Fi Link 5300 and a receiver equipped with three external 12 dB omnidirectional antennas in the 2.4 GHz band and cover various daily activities. The proposed method has demonstrated remarkable accuracy, with an average recognition rate of 93.8% in validation. It also showcased a consistent accuracy range of 91.9% to 95.2% in generalization tests, proving its effectiveness in different environments, with various individuals, and under assorted Wi-Fi configurations. A performance test of our method revealed that it processes raw CSI to recognition results in just 0.65 seconds per second of data, highlighting its potential for real-time applications.
帕金森病是一种进行性神经退行性疾病,患者的血压在一天中会出现明显波动,因此很难进行准确的药物治疗。要应对这一挑战,基于家庭的长期监测系统必不可少。当代的活动监测方法主要集中在可穿戴设备和计算机视觉系统上。可穿戴设备通常让人感觉不舒服,不适合长期监测,而计算机视觉系统则存在严重的隐私问题。在这种情况下,Wi-Fi 传感因其非侵入性和保护隐私的特性而成为一种有利的替代方案。然而,目前的人类活动识别方法缺乏特异性,无法识别日常活动中与疾病相关的症状。此外,人类活动识别方法在实时处理连续数据流方面的效率也是需要全面评估的一个关键方面。本研究提出了一种利用 Wi-Fi 信号进行人体活动识别的新方法。通过将天线对的信道状态信息比率转换成图像,避免了传统的信号处理方法。然后使用卷积神经网络对这些图像进行处理,以检测大型数据集中与疾病有关的动作。实验使用了一台配备英特尔 Wi-Fi Link 5300 的笔记本电脑和一个配备三个 2.4 GHz 频段外部 12 dB 全向天线的接收器,涵盖了各种日常活动。所提出的方法表现出了卓越的准确性,在验证中的平均识别率为 93.8%。在泛化测试中,该方法的准确率也一直保持在 91.9% 到 95.2% 的范围内,证明了它在不同环境、不同个体和各种 Wi-Fi 配置下的有效性。对我们的方法进行的性能测试表明,它处理原始 CSI 到识别结果仅需每秒 0.65 秒的数据时间,这凸显了它在实时应用方面的潜力。
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引用次数: 0
Improving the Performance of the Phaseless Sources Reconstruction Method for Antenna Diagnostics and Characterization 提高用于天线诊断和特征描述的无相源重构方法的性能
IF 4 Q2 Engineering Pub Date : 2024-04-24 DOI: 10.1109/ojap.2024.3393432
Yuri Álvarez López, María García Fernández, Jaime Laviada Martínez, Fernando Las-Heras Andrés
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引用次数: 0
Fully Embedded Dual-Element Dielectric-Based Antenna for Sub- and Terahertz Applications 用于次赫兹和太赫兹应用的全嵌入式双元件介质基天线
IF 4 Q2 Engineering Pub Date : 2024-04-23 DOI: 10.1109/OJAP.2024.3392628
Ehsan Rahmati;Pascal Burasa;Elham Baladi;Mohammad S. Sharawi
A completely embedded, planar, dual-element dielectric based antenna directly fed by a substrate integrated insulated guide within the same layer in Sub-THz band is presented in this paper. A dielectric layer is employed to make the structure stable. The proposed structure is compatible with the standard planar millimeter-wave and terahertz manufacturing technologies. To minimize the reflection loss, matching air holes inside the guiding channel of the waveguide and air holes with a smaller perforation radius surrounding the antenna are created. The proposed compact antenna, which has been successfully tested, covers the frequency range of 234.5-278.1 GHz with a measured impedance bandwidth of 17.01%, a proper simulated average radiation efficiency of 93.6%, and a maximum gain as well as average gain of 16.08 dBi and 12.56 dBi from measurement results, respectively. Because of these features, the suggested antenna would be a great candidate for short-range wireless applications in Sub-THz frequency bands.
本文介绍了一种基于介质的完全嵌入式平面双元件天线,该天线由同层内的基底集成绝缘导轨直接馈电,适用于 Sub-THz 频段。为使结构稳定,采用了电介质层。所提出的结构与标准平面毫米波和太赫兹制造技术兼容。为了最大限度地降低反射损耗,在波导的导波通道内设置了匹配气孔,并在天线周围设置了穿孔半径较小的气孔。所提出的紧凑型天线已成功通过测试,其频率范围为 234.5-278.1 GHz,测量阻抗带宽为 17.01%,正确模拟的平均辐射效率为 93.6%,最大增益和平均增益分别为 16.08 dBi 和 12.56 dBi。由于这些特点,所建议的天线将成为 Sub-THz 频段短距离无线应用的理想选择。
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引用次数: 0
Synthesis and Design of 3-D Microwave Absorber With 70° Angular Stability for C-Band and X-Band 为 C 波段和 X 波段合成和设计具有 70∘ 角稳定性的三维微波吸收器
IF 3.5 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-04-22 DOI: 10.1109/OJAP.2024.3391799
Tian-Xi Feng;Lei Zhu;Hui Li
This article presents the synthesis and design of 3-D microwave absorber with 70° angular stability for C-band and X-band. The operating principle is firstly investigated, where the absorber is considered as an energy convertor. With the help of our proposed universal equivalent transmission line (TL) model, the absorptive performance can be accordingly synthesized. Then, a design method for efficient absorption under large angles is presented. By selecting a proper synthesized angle (SA), the angular stability can be effectively improved. After that, the prototype with 70° angular stability is designed as an example with structural realization and practical implementation. Measurements agree well with synthesized and simulated results, successfully verifying the proposed design method. For specific C-band and X-band applications, the measured average absorption ratios (ARs) under normal incidence, 45° incidence, and 70° incidence are 94.2%, 94.0%, and 92.3%. Minimum measured ARs within the operating bandwidth are 88.4%, 81.5%, and 82.0% for normal, 45°, and 70° incidences. Besides, the proposed absorber element owns the advantage of simple structure with only one resistor. Such a class of microwave absorber is a potential candidate for wide coverage electromagnetic absorption.
本文介绍了具有 70° 角稳定性的 C 波段和 X 波段三维微波吸收器的合成和设计。首先研究了吸收器的工作原理,吸收器被视为一个能量转换器。在我们提出的通用等效传输线(TL)模型的帮助下,吸收性能可以得到相应的综合。然后,介绍了大角度下高效吸收的设计方法。通过选择适当的合成角度(SA),可以有效提高角度稳定性。随后,以 70° 角稳定性原型为例,设计了结构实现和实际应用。测量结果与合成和模拟结果完全吻合,成功验证了所提出的设计方法。在特定的 C 波段和 X 波段应用中,正常入射角、45° 入射角和 70° 入射角下测得的平均吸收比(AR)分别为 94.2%、94.0% 和 92.3%。在正常入射角、45° 入射角和 70° 入射角下,工作带宽内的最小测量吸收比分别为 88.4%、81.5% 和 82.0%。此外,所提出的吸收元件结构简单,只有一个电阻器。这类微波吸收器是广覆盖电磁吸收的潜在候选器件。
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引用次数: 0
Channel Measurements at 300 GHz for Low Terahertz Links in a Data Center 数据中心低太赫兹链路的 300 GHz 信道测量
IF 4 Q2 Engineering Pub Date : 2024-04-22 DOI: 10.1109/OJAP.2024.3391798
Johannes M. Eckhardt;Tobias Doeker;Thomas Kürner
This article presents comprehensive double-directional channel measurements with time-domain channel sounding at 300 GHz that characterize the channel of wireless links in a data center. The channels are classified into three scenario-dependent use cases and are individually analyzed providing channel parameters as a function of the required signal-to-noise ratio of the prospective communication system. The spatial and temporal analysis of the channel reveals relevant propagation effects such as the influence of scattering and derives relations between the channel parameters of the propagation and the radio channel. The analysis shows that multipath propagation becomes relevant for systems with high signal-to-noise ratio requirements despite high-gain directional antennas. A first order approximation of relevant propagation effects complements the analysis. The measurement data of the whole measurement campaign with 18250 calibrated impulse responses including all meta data is published so that the research community has a collective benefit.
本文介绍了利用 300 GHz 时域信道探测进行的全面双向信道测量,以描述数据中心无线链路的信道特征。信道被分为三种不同的使用情况,并根据未来通信系统所需的信噪比对信道参数进行了单独分析。信道的空间和时间分析揭示了相关的传播效应,如散射的影响,并推导出传播的信道参数与无线电信道之间的关系。分析表明,尽管采用了高增益定向天线,多径传播仍与高信噪比要求的系统相关。对相关传播效应的一阶近似是对分析的补充。包括所有元数据在内的 18250 个校准脉冲响应的整个测量活动的测量数据已经公布,以便研究界共同受益。
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引用次数: 0
A Machine Learning Approach to Wireless Propagation Modeling in Industrial Environment 工业环境中无线传播建模的机器学习方法
IF 4 Q2 Engineering Pub Date : 2024-04-22 DOI: 10.1109/OJAP.2024.3391835
Mohammad Hossein Zadeh;Marina Barbiroli;Franco Fuschini
Wireless channel properties in industrial environments can differ from residential or office settings due to the considerable impact of heavy machinery that triggers intricate multipath propagation effects and strong blockage effects. Previous investigations on wireless propagation in factories often consisted of empirical models, that is simple analytical formulas based on measurement data. Unfortunately, they usually lack in flexibility, since they seldom include geometrical parameters describing the industrial scenario and therefore turn out reliable only in industrial scenarios sharing the same propagation characteristics as those where the measurements were performed. In response to this limitation, this article harnesses the power of Machine Learning to model propagation markers like path loss, shadowing, and delay spread in the industrial environment. By employing Machine Learning techniques, the objective is to achieve flexibility and adaptability in modeling, enabling the system to effectively generalize across diverse industrial scenarios. The proposed model relies on a combination of predictive algorithms, including a linear regression model and a Multi-Layer Perceptron, working collaboratively to model the relationship between the considered propagation markers and input features like frequency and machine size, spacing, and density. Results are in fair overall agreement with previous studies and highlight some trends about the sensitivity of the propagation parameters to the considered input features.
工业环境中的无线信道特性可能不同于住宅或办公室环境,这是因为重型机械的巨大影响会引发复杂的多径传播效应和强烈的阻塞效应。以往对工厂中无线传播的研究通常包括经验模型,即基于测量数据的简单分析公式。遗憾的是,这些模型通常缺乏灵活性,因为它们很少包含描述工业场景的几何参数,因此只有在与测量数据具有相同传播特性的工业场景中,这些模型才是可靠的。针对这一局限性,本文利用机器学习的强大功能,对工业环境中的路径损耗、阴影和延迟传播等传播标记进行建模。通过采用机器学习技术,目的是实现建模的灵活性和适应性,使系统能够有效地在不同的工业场景中通用。建议的模型依赖于预测算法的组合,包括线性回归模型和多层感知器,它们协同工作来模拟所考虑的传播标记与频率、机器尺寸、间距和密度等输入特征之间的关系。研究结果与之前的研究结果基本一致,并突出了传播参数对所考虑的输入特征的敏感性的一些趋势。
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引用次数: 0
Wireless Power Transfer for Implantable Medical Devices: Impact of Implantable Antennas on Energy Harvesting 植入式医疗设备的无线电力传输:植入式天线对能量收集的影响
IF 4 Q2 Engineering Pub Date : 2024-04-22 DOI: 10.1109/OJAP.2024.3392160
Amine Essa;Eqab Almajali;Soliman Mahmoud;Rony E. Amaya;Saqer S. Alja’Afreh;Muhammad Ikram
This paper presents a thorough review of the main techniques used for wireless power transfer (WPT) in implantable medical devices (IMDs) with a specific focus on the techniques that employ implantable antennas for energy harvesting (electromagnetic (EM) WPT techniques). The techniques are first analysed and compared based on the IMD application, power transfer efficiency (PTE), transfer distance, implantation depth, implant size, operating frequency, and specific absorption rate (SAR). The study provides a critical analysis of the main WPT system’s as well as implantable antennas’ design parameters that control the PTE and hence the charging rate of the IMD. The investigated design parameters include the WPT TX-RX antennas’ gain, WPT-RX size, transfer distance, and the WPT TX-RX antennas’ alignment. Tutorial simulation examples are included to showcase the impact of these design parameters on the amount of power coupled to the IMD. The paper also discusses recent techniques used for improving the amount of power received by implantable antennas, and hence higher PTE and IMDs charging rate, namely, the use of implantable MIMO WPT-RX antennas to mitigate antennas misalignment and the use of metamaterial surfaces to focus the power emitted from WPT-TX antennas towards the implantable WPT-RX antennas. The findings and observations reported in this study serve as a valuable resource for designers and researchers to comprehend the effect of various WPT TX-RX antennas design parameters on PTE. The analysis and full-wave simulation examples, included in the paper, are shown very useful in understanding the challenges associated with WPT in IMDs and in proposing potential solutions.
本文全面综述了植入式医疗设备(IMD)中使用的主要无线电力传输(WPT)技术,重点介绍了采用植入式天线进行能量采集的技术(电磁(EM)WPT 技术)。首先根据 IMD 应用、功率传输效率 (PTE)、传输距离、植入深度、植入物尺寸、工作频率和比吸收率 (SAR) 对这些技术进行了分析和比较。本研究对主要 WPT 系统和植入式天线的设计参数进行了批判性分析,这些参数控制着 PTE,进而控制着 IMD 的充电率。研究的设计参数包括 WPT TX-RX 天线的增益、WPT-RX 尺寸、传输距离和 WPT TX-RX 天线的排列。文中还包括仿真教程示例,以展示这些设计参数对耦合到 IMD 的功率大小的影响。本文还讨论了用于提高植入式天线接收功率,从而提高 PTE 和 IMD 充电率的最新技术,即使用植入式 MIMO WPT-RX 天线来减少天线错位,以及使用超材料表面将 WPT-TX 天线发射的功率集中到植入式 WPT-RX 天线上。本研究报告中的发现和观察结果为设计人员和研究人员理解各种 WPT TX-RX 天线设计参数对 PTE 的影响提供了宝贵资源。论文中包含的分析和全波仿真示例非常有助于理解 IMD 中 WPT 所面临的挑战,并提出潜在的解决方案。
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引用次数: 0
Fading in Reflective and Heavily Shadowed Industrial Environments With Large Antenna Arrays 使用大型天线阵列的反射和重阴影工业环境中的衰减问题
IF 4 Q2 Engineering Pub Date : 2024-04-12 DOI: 10.1109/ojap.2024.3388327
Sara Willhammar, Liesbet Van Der Perre, Fredrik Tufvesson
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引用次数: 0
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IEEE Open Journal of Antennas and Propagation
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