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Advertisement Synthesis Network for Automatic Advertisement Image Synthesis 用于自动广告图像合成的广告合成网络
IF 1.5 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-18 DOI: 10.1155/2024/8030907
Qin Wu, Peizi Zhou
Image advertising is widely used by companies to advertise their products and increase awareness of their brands. With the constant development of image generation techniques, automatic compositing of advertisement images has also been widely studied. However, the existing algorithms cannot synthesise consistent-looking advertisement images for a given product. The key challenge is to stitch a given product into a scene that matches the style of the product while maintaining a consistent-looking. To solve this problem, this paper proposes a new two-stage automatic advertisement image generation model, called Advertisement Synthesis Network (ASNet), which explores a two-stage generation framework to synthesise consistent-looking product advertisement images. Specifically, ASNet first generates a preliminary target product scene using Pre-Synthesis and then extracts scene features using Pseudo-Target Object Encoder (PTOE) and true target features using Real Target Object Encoder (RTOE), respectively. Finally, we inject the acquired features into the pretrained diffusion model and reconstruct them in the preliminary generated target goods scene. Extensive experiments have shown that the method achieves better results in all three performance metrics related to the quality of the synthesised image compared to other methods. In addition, we have done a simple and preliminary study on the effect of synthetic advertisement images on real consumers’ purchase intention and brand perception. The results of the study show that the advertisement images synthesised by the model proposed in this paper have a positive impact on consumer purchase intention and brand perception.
图像广告被企业广泛用于宣传产品和提高品牌知名度。随着图像生成技术的不断发展,广告图像的自动合成也得到了广泛的研究。然而,现有算法无法为给定产品合成外观一致的广告图像。如何将给定的产品拼接到一个场景中,既符合产品的风格,又保持外观的一致性,是一个关键的挑战。为了解决这个问题,本文提出了一种新的两阶段自动广告图像生成模型,称为广告合成网络(ASNet),它探索了一种两阶段生成框架来合成外观一致的产品广告图像。具体来说,ASNet 首先使用预合成生成初步的目标产品场景,然后分别使用伪目标对象编码器(PTOE)和真实目标对象编码器(RTOE)提取场景特征和真实目标特征。最后,我们将获得的特征注入预训练的扩散模型,并在初步生成的目标物品场景中重建这些特征。大量实验表明,与其他方法相比,该方法在与合成图像质量相关的三个性能指标上都取得了更好的结果。此外,我们还就合成广告图像对真实消费者购买意向和品牌感知的影响进行了简单的初步研究。研究结果表明,本文提出的模型合成的广告图像对消费者的购买意向和品牌认知有积极影响。
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引用次数: 0
Propagation Characteristics and Magnetic Field Distribution of Rotating Magnet-Based Mechanical Antenna in the Air-Seawater-Seabed Three-Layer Medium 基于旋转磁铁的机械天线在空气-海水-海底三层介质中的传播特性和磁场分布
IF 1.5 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-14 DOI: 10.1155/2024/2023687
S. P. Chen, Q. Zhou, J. Y. Zhang, S. Y. Wang
Aiming at the application requirements of underwater cross-domain communication, based on the equivalent relationship between the rotating permanent magnet and the orthogonal time-varying current loop, this paper establishes an air-seawater-seabed three-layer medium model and analyzes the magnetic field distribution and propagation characteristics of the rotating permanent magnet-based mechanical antenna (RMBMA). Based on the electromagnetic field simulation software FEKO, the influence of vertical rotation and horizontal rotation of RMBMA on the radiation magnetic field is analyzed. The magnetic field distribution and magnetic field attenuation characteristics of RMBMA at different depths are obtained by simulation. The influence of RMBMA operating frequency and magnetic moment on the propagation characteristics is studied. The research shows that the horizontal rotation of the magnetic source is better than the vertical rotation in the long-distance underwater communication. When the magnetic source and the receiving point are close to the interface of the medium, the magnetic field strength and the propagation distance can be relatively increased. With appropriate frequency and magnetic moment, the magnetic field strength and communication distance can be further increased.
针对水下跨域通信的应用需求,本文基于旋转永磁体与正交时变电流环的等效关系,建立了空气-海水-海底三层介质模型,分析了基于旋转永磁体的机械天线(RMBMA)的磁场分布和传播特性。基于电磁场仿真软件 FEKO,分析了旋转永磁机械天线垂直旋转和水平旋转对辐射磁场的影响。通过仿真得到了不同深度下的磁场分布和磁场衰减特性。研究了 RMBMA 工作频率和磁矩对传播特性的影响。研究表明,在远距离水下通信中,磁源水平旋转比垂直旋转效果更好。当磁源和接收点靠近介质界面时,磁场强度和传播距离会相对增加。在频率和磁矩适当的情况下,磁场强度和通信距离可以进一步增加。
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引用次数: 0
Triple-Band MIMO Antenna for 5 G Terminals 用于 5 G 终端的三频 MIMO 天线
IF 1.5 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-13 DOI: 10.1155/2024/6410202
Adnane Ghiat, Abdelwahed Tribak, Jaouad Terhzaz, Asmae Mimouni, Hanan Akhdar
In this work, a triple-band, four-element antenna is designed for fifth-generation (5 G) terminals operating in LTE band 42 (3.4–3.6 GHz), LTE band 43 (3.6–3.8 GHz), and the new 5 G radio band (4.8–5.0 GHz). The proposed antenna array consists of two different types of antenna elements: a T-shaped element, which is connected to the feed line, and a C-shaped element, which is used to divide the bandwidth. The overall size of the proposed antenna element is only 10.5 mm × 5 mm. The multiantenna system has four antennas and is built on a 0.5-mm-thick Rogers 4003C substrate. The results for this antenna show a 10 dB measured bandwidth of 650 MHz at the center frequency of 3.6 GHz and 230 MHz at 4.9 GHz, a gain of more than 4 dBi, an isolation of more than 14 dB, and an overall radiation efficiency of more than 82%.
本文设计了一种三频四元件天线,适用于在 LTE 频段 42(3.4-3.6 GHz)、LTE 频段 43(3.6-3.8 GHz)和新的 5 G 无线电频段(4.8-5.0 GHz)工作的第五代 (5 G) 终端。拟议的天线阵列由两种不同类型的天线元件组成:一种是与馈电线相连的 T 形元件,另一种是用于划分带宽的 C 形元件。拟议的天线元件整体尺寸仅为 10.5 毫米 × 5 毫米。多天线系统有四个天线,建在 0.5 毫米厚的罗杰斯 4003C 衬底上。该天线的测量结果显示,中心频率为 3.6 GHz 时的 10 dB 测量带宽为 650 MHz,中心频率为 4.9 GHz 时的 10 dB 测量带宽为 230 MHz,增益超过 4 dBi,隔离度超过 14 dB,整体辐射效率超过 82%。
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引用次数: 0
Wirelessly Pattern Reconfigurable Yagi Antenna Based on Radio Frequency Identification 基于射频识别的无线模式可重构八木天线
IF 1.5 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-09 DOI: 10.1155/2024/3660051
Chuankui Shen, Zhengxing Wang, Liekun Yang, Fengcheng Mei, Terry Tao Ye
This paper presents, for the first time, the implementation of a pattern reconfigurable Yagi-Uda antenna utilizing radio frequency identification (RFID) technology for remote pattern control. The proposed scheme emphasizes the use of wireless communication instead of long metal cables, resulting in improved stability of the antenna’s pattern and return loss. Two low-power consumption single-pole-double-throw (SPDT) switches are employed on a passive resonator, enabling it to function as a director or reflector under the long-range control (up to 25 m) of an RFID reader. Measurement results demonstrate a −10 dB impedance bandwidth of 4.2% and a gain of 7 dBi at 2.41 GHz. The entire system operates with an ultra-low power consumption of 12 μW.
本文首次介绍了利用射频识别(RFID)技术实现模式可重构的八木宇田天线,用于远程模式控制。所提出的方案强调使用无线通信代替长金属电缆,从而提高了天线图案的稳定性和回波损耗。在无源谐振器上采用了两个低功耗单刀双掷(SPDT)开关,使其能够在 RFID 阅读器的远距离控制(最长 25 米)下充当导向器或反射器。测量结果表明,-10 dB 阻抗带宽为 4.2%,2.41 GHz 增益为 7 dBi。整个系统以 12 μW 的超低功耗运行。
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引用次数: 0
Evaluation of the Inductive Coupling between Coplanar Concentric Coils in the Presence of the Ground 评估共面同心线圈在有地面存在时的感应耦合情况
IF 1.5 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-08 DOI: 10.1155/2024/6640727
Mauro Parise
An analytical approach is presented that allows deriving an exact series-form representation for the flux linkage between two physically large concentric circular coils located on a lossy soil. The expression comes from a three-step analytical procedure. First, the integral expression for the flux linkage is converted into a double integral consisting of a finite and a semi-infinite integral. Next, the semi-infinite integral is recognized to be a well-known tabulated Sommerfeld integral, which may be analytically evaluated straightforwardly. Finally, applying Lommel’s expansion allows rewriting the remaining finite integral as a sum of elementary integrals amenable to analytical evaluation. As a result, the flux linkage between the two coils is given as a sum of spherical Hankel functions of the wavenumber in the air and in the ground, multiplied by a coefficient depending on the geometrical dimensions of the coils. The accuracy and robustness of the proposed formulation is tested by comparing its outcomes with those generated by numerical integration of the complete integral representation for the flux linkage and with the results provided by previous analytical approaches to the same problem. It is found that the use of the derived expression for the inductance makes it possible to obtain significant time savings as compared to numerical quadrature schemes.
本文提出了一种分析方法,可以推导出位于有损土壤上的两个物理上大型同心圆线圈之间磁通量联系的精确序列形式表示。该表达式来自三步分析程序。首先,将磁通量联系的积分表达式转换为由有限积分和半无限积分组成的双积分。接着,半无限积分被认为是著名的表格式索默费尔德积分,可以直接进行分析评估。最后,应用洛梅尔展开法,可以将剩余的有限积分改写为可进行分析评估的基本积分之和。因此,两个线圈之间的磁通量联系可以用空气中和地面上波长的球形汉克尔函数之和,乘以一个取决于线圈几何尺寸的系数来表示。通过将拟议公式的结果与磁通量联系的完整积分表示法数值积分结果以及以前对同一问题的分析方法所提供的结果进行比较,检验了拟议公式的准确性和稳健性。结果发现,与数值正交方案相比,使用导出的电感表达式可以大大节省时间。
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引用次数: 0
A Deep-Learning Approach to a Volumetric Radio Environment Map Construction for UAV-Assisted Networks 为无人机辅助网络构建体积无线电环境地图的深度学习方法
IF 1.5 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-26 DOI: 10.1155/2024/9062023
Bethelhem S. Shawel, Dereje H. Woldegebreal, Sofie Pollin
Providing global coverage for ubiquitous users is a key requirement of the fifth generation (5G) and beyond wireless technologies. This can be achieved by integrating airborne networks, such as unmanned aerial vehicles (UAVs) and satellite networks, with terrestrial networks. However, the deployment of airborne networks in a three-dimensional (3D) or volumetric space requires a new understanding of the propagation channel and its losses in both the areal and altitude dimensions. Despite significant research on radio environment map (REM) construction, much of it has been limited to two-dimensional (2D) contexts. This neglects the altitude-related characteristics of electromagnetic wave propagation and confines REMs to 2D formats, which limits the comprehensive and continuous visualization of propagation environment variation in spatial dimensions. This paper proposes a volumetric REM (VREM) construction approach to compute 3D propagation losses. The proposed approach addresses the limitations of existing approaches by learning the spatial correlation of wireless propagation channel characteristics and visualizing REM in areal and height/altitude dimensions using deep learning models. Specifically, the approach uses two deep learning-based models: volume-to-volume (Vol2Vol) VREM with 3D-generative adversarial networks and sliced VREM with altitude-aware spider-UNets. In both cases, knowledge of the propagation environment and transmitter locations in 3D space is used to capture the spatial and altitude dependency of the propagation channel’s characteristics. We developed the Addis dataset, a large REM dataset comprising 54,000 samples collected from the urban part of Addis Ababa, Ethiopia, to train the proposed models. Each sample of data comprises a 512-meter by 512-meter areal resolution with different 3D obstacles (buildings and terrain), 15 simulated propagation loss maps at every 3-meter altitude resolution, and 80 different 3D transmitter locations. The results of the training and testing of the proposed models reveal that the constructed VREMs are statistically comparable. In particular, the Vol2Vol approach has a minimum L1 loss of 0.01, which further decreases to 0.0084 as the line-of-sight (LoS) probability increases to 0.95.
为无所不在的用户提供全球覆盖是第五代(5G)及以后无线技术的关键要求。这可以通过将无人机(UAV)和卫星网络等机载网络与地面网络进行整合来实现。然而,在三维(3D)或体积空间部署机载网络需要对传播信道及其在面积和高度维度上的损耗有新的认识。尽管对无线电环境图(REM)构建进行了大量研究,但大部分研究仅限于二维(2D)环境。这忽视了电磁波传播的高度相关特性,并将 REM 限制为二维格式,从而限制了空间维度传播环境变化的全面和连续可视化。本文提出了一种体积 REM(VREM)构建方法来计算三维传播损耗。该方法通过学习无线传播信道特征的空间相关性,并利用深度学习模型在面积和高度/海拔维度可视化 REM,解决了现有方法的局限性。具体来说,该方法使用了两种基于深度学习的模型:带有三维生成对抗网络的体积对体积(Vol2Vol)VREM 和带有高度感知蜘蛛网的切片 VREM。在这两种情况下,三维空间中的传播环境和发射机位置知识都被用来捕捉传播信道特性的空间和高度依赖性。我们开发了 Addis 数据集,这是一个大型 REM 数据集,包含从埃塞俄比亚亚的斯亚贝巴市区采集的 54,000 个样本,用于训练所提出的模型。每个数据样本包括一个 512 米乘 512 米的区域分辨率、不同的三维障碍物(建筑物和地形)、15 张每 3 米高度分辨率的模拟传播损耗图以及 80 个不同的三维发射机位置。拟议模型的训练和测试结果表明,所构建的 VREM 在统计上具有可比性。其中,Vol2Vol 方法的最小 L1 损失为 0.01,当视距(LoS)概率增加到 0.95 时,L1 损失进一步减少到 0.0084。
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引用次数: 0
Design and Realization of an X Band Monopulse Feed Antenna for Low Earth Orbit (LEO) Satellite Ground Station 低地球轨道 (LEO) 卫星地面站 X 波段单脉冲馈电天线的设计与实现
IF 1.5 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-26 DOI: 10.1155/2024/6659390
İsmail Şişman, Tugba Haykir Ergin, Duygun Erol Barkana, Hüseyin Arda Ülkü
In this work, design of a five-element compact dual-polarization X band monopulse feed antenna using a 7.3 m Cassegrain-type reflector for Low Earth Orbit (LEO) satellite ground station is presented. The designed antenna has reached 32 dB/K G/T value, the side lobe level of the designed antenna is at the level of −24 dB, the crosspolarization value is −35 dB, and the port isolation value is below −29 dB in the 8–8.5 GHz frequency range. The antenna efficiency of the designed antenna is measured as 79.93%.
本文介绍了一种五元件紧凑型双极化 X 波段单脉冲馈源天线的设计,该天线采用 7.3 米长的卡塞格林型反射器,用于低地球轨道(LEO)卫星地面站。所设计的天线在 8-8.5 GHz 频率范围内的 G/T 值达到 32 dB/K,侧叶电平为 -24 dB,交叉极化值为 -35 dB,端口隔离值低于 -29 dB。经测量,所设计天线的天线效率为 79.93%。
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引用次数: 0
An EIRP Measurement Method of High-Power Microwave Systems Based on Near-Field Testing 基于近场测试的大功率微波系统 EIRP 测量方法
IF 1.5 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-07 DOI: 10.1155/2024/2048009
Xianggang Hu, Jiancang Su, Mingtao Zhang, Xi Li, Dingkun Ma, Jingang Gong, Kewei Cheng, Jia Liu, Jiande Zhang, Rui Li, Jie Cheng, Shaotong Wu
The equivalent isotropic radiated power (EIRP) of high-power microwave (HPM) systems is a core-evaluating indicator. In practical testing, locating a suitable test site for the far-field method becomes challenging due to the requisite antenna separation. The conventional near-field method necessitates the extraction of the antenna’s near-field distribution, resulting in a testing system of intricate complexity and diminished efficiency. Therefore, the traditional near-field method cannot be directly applied in HPM systems. In the present study, a new EIRP measurement method for HPM systems based on near-field testing was proposed. First, a monitoring antenna of a considerable scale is positioned within the near-field vicinity of the HPM antenna to capture radiation power, thereby deriving its equivalent input power. Subsequently, according to the EIRP definition and the measured gain of the HPM antenna, the EIRP of the HPM system can be acquired. Theoretical research on this measurement method was conducted, the electromagnetic simulation model was constructed, and a comprehensive analysis through simulation was undertaken. A measurement system was developed and verified experimentally. The results demonstrate the precision of this approach in determining the EIRP of the HPM system, thereby serving as a valuable tool for assessing the power-handling capability of the HPM antenna. The test error is ±0.5 dB.
高功率微波(HPM)系统的等效各向同性辐射功率(EIRP)是一项核心评估指标。在实际测试中,由于天线间距的要求,为远场法寻找合适的测试场地变得十分困难。传统的近场法需要提取天线的近场分布,导致测试系统错综复杂,效率降低。因此,传统的近场方法无法直接应用于 HPM 系统。本研究提出了一种基于近场测试的 HPM 系统 EIRP 测量新方法。首先,在 HPM 天线的近场附近放置一个相当规模的监测天线,以捕获辐射功率,从而得出其等效输入功率。然后,根据 EIRP 定义和 HPM 天线的测量增益,即可获得 HPM 系统的 EIRP。对这种测量方法进行了理论研究,建立了电磁仿真模型,并通过仿真进行了综合分析。开发了一个测量系统,并进行了实验验证。结果表明,这种方法可以精确地确定 HPM 系统的 EIRP,从而成为评估 HPM 天线功率处理能力的重要工具。测试误差为 ±0.5 dB。
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引用次数: 0
Spectral Smoothness of Ground Plane Backed Log-Periodic Dipole Antennas for Radioastronomical Applications 用于射电天文应用的地平面背对数周期偶极子天线的频谱平滑度
IF 1.5 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-07 DOI: 10.1155/2024/1399941
Georgios Kyriakou, Pietro Bolli, Mirko Bercigli
The spectral smoothness properties of the low-frequency array of the square kilometer array (SKA), namely, SKA-Low, are an important issue for its scientific objectives to be attainable. A large array of 256 log-periodic dipole antennas, installed on top of a 42 m circular ground plane, will work as an SKA-Low station in the frequency range of 50–350 MHz. In this article, the ground plane-induced effects are examined in terms of antenna beam spectral characteristics, while different antenna placements are considered. Results are produced both at the isolated antenna and at the array level in the band 50–100 MHz, by employing an approximate method for the speeding-up of array simulations. We attempt to distinguish the ground plane effect from that of mutual coupling among antennas, which appears to be more severe at specific frequencies, using 2 figures of merit. The discrete Fourier transform (DFT) components of gain pattern ratios identify the fundamental spatial components of the ripple, while the envelope correlation coefficient quantifies the penalty to considering an infinite ground plane.
平方千米阵列(SKA)低频阵列(即 SKA-Low)的频谱平滑特性是实现其科学目标的一个重要问题。由 256 个对数周期偶极子天线组成的大型阵列安装在一个 42 米的圆形地平面顶部,将作为 SKA-Low 站在 50-350 MHz 频率范围内工作。本文从天线波束频谱特性的角度研究了地平面引起的影响,同时考虑了不同的天线位置。在 50-100 MHz 频段内,通过采用加速阵列模拟的近似方法,在孤立天线和阵列层面都得出了结果。我们试图用两个优点数字来区分地平面效应和天线间的相互耦合效应,后者在特定频率下似乎更为严重。增益模式比的离散傅里叶变换 (DFT) 分量可识别波纹的基本空间分量,而包络相关系数则量化了考虑无限接地平面的惩罚。
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引用次数: 0
A Novel Ultra-Miniaturized Angularly Stable Frequency Selective Surface for L-Band Shielding Applications 用于 L 波段屏蔽应用的新型超微型角稳定频率选择表面
IF 1.5 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-07 DOI: 10.1155/2024/8777541
Malathi Kanagasabai, Shini Ramadoss, Lavanya Viswanathan, Gulam Nabi Alsath Mohammed, Shanmathi Shanmuganathan, Sandeep Kumar Palaniswamy
This paper presents a novel ultraminiaturized frequency selective surface (FSS) for L-band electromagnetic shielding applications. A basic square loop incorporated with folded arms in the top layer constructs the single-layer FSS design. Band-stop characteristics for the entire L-band operating frequency ranging from 1 GHz to 2 GHz are offered by the proposed design. An ultraminiaturized profile of 0.028λο × 0.028λο is achieved by the designed FSS, where λο corresponds to the lowest operating frequency, achieving at least 32.1% miniaturization when compared to the state-of-the-art FSS designs in the literature. Polarization insensitivity with a peak shielding effectiveness of 45.4 dB is manifested by the rotational symmetry of the proposed design. The proposed FSS exhibits excellent angular stability performance up to 80° with a frequency deviation of less than 1%. The equivalent circuit model helps to understand the working principle of the proposed FSS. The experimental results of the designed FSS prototype agree well with the simulation results. Hence, the proposed spatial filter is a suitable candidate for enhancing security in wireless communication at the carrier frequencies of GPS systems.
本文介绍了一种用于 L 波段电磁屏蔽的新型超微型频率选择表面 (FSS)。这种单层 FSS 设计由一个在顶层带有折臂的基本方形环路构成。该设计为 1 GHz 至 2 GHz 的整个 L 波段工作频率提供了带阻特性。设计的 FSS 实现了 0.028λο × 0.028λο 的超小型化,其中 λο 对应于最低工作频率,与文献中最先进的 FSS 设计相比,实现了至少 32.1% 的小型化。极化不敏感性和 45.4 dB 的峰值屏蔽效果体现在拟议设计的旋转对称性上。拟议的 FSS 具有出色的角度稳定性能,最高可达 80°,频率偏差小于 1%。等效电路模型有助于理解拟议 FSS 的工作原理。设计的 FSS 原型的实验结果与仿真结果十分吻合。因此,所提出的空间滤波器是在 GPS 系统载波频率上增强无线通信安全性的合适候选器件。
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引用次数: 0
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