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Transmit Power Allocation for Sub-6GHz/mmWave-based 5G Cellular Network 基于 6GHz 以下频率/毫米波的 5G 蜂窝网络的发射功率分配
Q3 Engineering Pub Date : 2024-08-07 DOI: 10.3103/s0735272723060043
Janmoni Borah, Smriti Baruah, Timmigani Dinesh, Kandlapalli Divya, Shaik Faseeha Anjum, Subramaniam Rajasekaran

Abstract

The ever-changing diversity of users and high-specification devices have become key concerns for the current mobile network operators. In this paper, a max-min fair dynamic power control algorithm is proposed for the reduction of power consumption at a base station. The spatial heterogeneity of users is achieved by applying a stochastic geometry-based Cox process. The set-up network is analyzed using the mmWave spectrum at deployed small cells (SCs) and with sub-6 GHz in macrocell (MC). The simulated MATLAB results depict an increase in the network sumrate and average user throughput when changing from the fixed power allocation to the proposed dynamic power allocation algorithm.

摘要 不断变化的用户多样性和高规格设备已成为当前移动网络运营商关注的重点。本文提出了一种最大最小公平动态功率控制算法,用于降低基站功耗。用户的空间异质性是通过应用基于随机几何的 Cox 过程来实现的。在部署的小基站(SC)中使用毫米波频谱,在宏蜂窝(MC)中使用 6 GHz 以下频谱,对设置的网络进行了分析。模拟的 MATLAB 结果表明,从固定功率分配到拟议的动态功率分配算法,网络总和和平均用户吞吐量都有所提高。
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引用次数: 0
Nonparametric Method of Doppler Frequency Estimation Taking into Account Deformation of Envelope and Center Frequency Shift of Signal Distorted by Multiplicative Interference 多普勒频率估计的非参数方法,考虑到包络线的变形和乘法干扰信号的中心频率偏移
Q3 Engineering Pub Date : 2024-08-07 DOI: 10.3103/s0735272723090017
Pavlo Kostenko, Valeriy Slobodyanuk

Abstract

The paper considers a nonparametric method for estimating the Doppler frequency of a broadband signal with code (digital) phase manipulation distorted by multiplicative interference. The estimation of the Doppler frequency, which leads to the deformation of the envelope and shift of carrier frequency, was carried out in the absence of a priori information about the probability density function of the noise component in the model of the received signal (observation). An assumption is made that the noise component is an independent and identically distributed (IID) process with independent and identically distributed random quantities (“white” noise). The objective function (OF) is proposed that uses BDS statistics of discrepancies, i.e., the difference between an observation and the expected signal model, to estimate the Doppler frequency. The OF minimum is adopted as an estimate of the parameter. Quality characteristics of the Doppler frequency estimation are investigated in the case of additive noise when observing a signal with different probability distributions: Gaussian, uniform, logistic, and Cauchy. Special attention is paid to the case when the probability density function of multiplicative interference is characterized by “heavy tails.” The statistical modeling of the Doppler frequency estimation algorithm that implements the numerical minimization of the proposed objective function has been carried out. It is shown that the use of BDS statistics and the proposed objective function based on it allows us to avoid specifying the distribution density of the multiplicative interference when determining the Doppler frequency.

摘要 本文探讨了一种非参数方法,用于估计被乘法干扰扭曲的带编码(数字)相位操纵的宽带信号的多普勒频率。多普勒频率的估计会导致包络线的变形和载波频率的偏移,在没有关于接收信号(观测)模型中噪声分量概率密度函数的先验信息的情况下进行。假设噪声成分是一个独立且同分布(IID)的过程,具有独立且同分布的随机量("白 "噪声)。提出的目标函数(OF)使用 BDS 差异统计(即观测值与预期信号模型之间的差异)来估计多普勒频率。目标函数的最小值被用作参数的估计值。在观测具有不同概率分布的信号时,研究了加性噪声情况下多普勒频率估计的质量特性:高斯分布、均匀分布、对数分布和考奇分布。特别关注了乘法干扰概率密度函数具有 "重尾 "特征的情况。对多普勒频率估计算法进行了统计建模,该算法实现了所提出目标函数的数值最小化。结果表明,使用 BDS 统计和基于 BDS 统计提出的目标函数,我们可以在确定多普勒频率时避免指定乘法干扰的分布密度。
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引用次数: 0
Broadband Transition from Coaxial Line to Circular Waveguide 从同轴线到圆波导的宽带过渡
Q3 Engineering Pub Date : 2024-08-07 DOI: 10.3103/s073527272210003x
Fedor Dubrovka, Eugene Saratov

Abstract

In this paper a broadband transition from coaxial line to circular waveguide has been proposed, developed, and experimentally investigated. The transition consists of series-connected sections-transitions based on microstrip line, antipodal fin line with and without overlapping fins, bilateral fin line, and tapered transition from a rectangular waveguide to a circular one. Taking advantage of fin lines ensures manufacturability and repeatability of the electrical characteristics of the transition. Simulation results obtained are in good agreement with the results of the experimental study. The proposed transition from a coaxial line to a circular waveguide ensures a reflection coefficient of no more than –10 dB in the 8–18 GHz operating frequency range.

摘要 本文提出、开发并实验研究了从同轴线到圆波导的宽带过渡。该过渡装置由串联部分组成--基于微带线的过渡、带或不带重叠鳍片的对偶鳍片线、双边鳍片线以及从矩形波导到圆形波导的锥形过渡。利用鳍线的优势确保了过渡的可制造性和电气特性的可重复性。仿真结果与实验研究结果十分吻合。从同轴线到圆形波导的拟议过渡可确保在 8-18 GHz 工作频率范围内反射系数不超过 -10 dB。
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引用次数: 0
Examination of Deep Learning based NOMA System Considering Node Mobility and Imperfect CSI 考虑节点移动性和不完美 CSI 的基于深度学习的 NOMA 系统研究
Q3 Engineering Pub Date : 2024-08-07 DOI: 10.3103/s0735272723070026
Manoj Kumar Beuria, Ravi Shankar, Indrajeet Kumar, Bhanu Pratap Chaudhary, V. Gokula Krishnan, Sudhansu Sekhar Singh

Abstract

This paper examines the efficiency of a downlink non-orthogonal multiple access (NOMA) system by using a deep learning (DL)-based stacked long short-term memory (S-LSTM) scheme. The vehicle-to-vehicle (V2V) channel is considered to be time-selective as a result of node mobility and the presence of imprecise channel state information (CSI). The use of the fifth generation (5G) tapped delay line type C (TDL-C) independent and identically distributed (IID) fading channel models allows for the production of channel taps that properly replicate the Nakagami-m fading wireless channel. The paper examines the outage probability (OP) and symbol error rate (SER) of both traditional and suggested channel estimators. It analyzes these metrics under various fading parameters, pilot symbols (PS), learning rate (LR), and batch size. The training of deep neural network (DNN) models is performed using the Adam optimizer. Enhancing the signal-to-noise ratio (SNR) may decrease the SER which results in the enhanced identification of the downlink channel in NOMA cell-based systems. Reducing the LR has a positive effect on the SER, validating the analytical findings that indicate greater changes in DNN weights and larger validation mistakes when the LR is raised. Nevertheless, this benefit is accompanied by the drawback of more frequent updates, resulting in a delay in the model’s convergence.

摘要 本文通过使用基于深度学习(DL)的堆叠长短期记忆(S-LSTM)方案,研究了下行非正交多址(NOMA)系统的效率。由于节点的移动性和不精确信道状态信息(CSI)的存在,车对车(V2V)信道被认为具有时间选择性。使用第五代(5G)C 型分接延迟线(TDL-C)独立且同分布(IID)衰落信道模型,可以产生适当复制 Nakagami-m 衰减无线信道的信道分接。本文研究了传统和建议信道估计器的中断概率 (OP) 和符号错误率 (SER)。它分析了这些指标在不同衰减参数、先导符号(PS)、学习率(LR)和批量大小下的情况。使用 Adam 优化器对深度神经网络(DNN)模型进行训练。提高信噪比(SNR)可降低 SER,从而增强基于 NOMA 小区系统的下行链路信道识别能力。降低信噪比对 SER 有积极影响,这验证了分析结果,即提高信噪比时 DNN 权重变化更大,验证错误也更大。然而,这种好处也伴随着更新更频繁的缺点,导致模型收敛延迟。
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引用次数: 0
Isolation Techniques in MIMO Antennas for 5G Mobile Devices (Comprehensive Review) 5G 移动设备 MIMO 天线中的隔离技术(综合评论)
Q3 Engineering Pub Date : 2024-07-30 DOI: 10.3103/s0735272723040027
Muhannad Y. Muhsin, Firas M. Ali, Ali J. Salim, Zainab F. Mohammad, Jawad K. Ali

Abstract

Recently, due to the fast development in multimedia applications of wireless communication systems and demands of increasing the capacity and data rates to meet the requirements of 5G mobile communication systems, new transmission techniques are needed. One of the powerful enabling tools of the 5G communication systems is the multi-input multi-output (MIMO) antenna system employing multiple antennas and utilizing the multipath fading mobile environment to increase the channel capacity without any additional bandwidth and/or transmitted power. However, because of the limited space of mobile devices, the distances between antennas are decreasing. The mutual coupling between antennas severely affects the overall performance of the MIMO system. So, isolation improvement methods are applied to reduce these influences. In this review, different isolation techniques and their features and drawbacks are presented, and the techniques for applying them in modern MIMO antenna systems are illustrated. Besides, the performance characteristics of these MIMO systems are compared. The review also contains basic concepts of the MIMO antenna system and its performance metrics. Finally, the future directions and trends for the MIMO antenna system design are discussed briefly.

摘要近年来,由于无线通信系统多媒体应用的快速发展,以及为满足 5G 移动通信系统对容量和数据速率的要求,需要采用新的传输技术。多输入多输出(MIMO)天线系统是 5G 通信系统的有力工具之一,它采用多天线并利用多径衰落移动环境,在不增加任何带宽和/或传输功率的情况下提高信道容量。然而,由于移动设备空间有限,天线之间的距离越来越小。天线之间的相互耦合会严重影响多输入多输出系统的整体性能。因此,需要采用隔离改进方法来减少这些影响。本综述介绍了不同的隔离技术及其特点和缺点,并说明了在现代多输入多输出天线系统中应用这些技术的技巧。此外,还比较了这些多输入多输出系统的性能特点。综述还包含 MIMO 天线系统的基本概念及其性能指标。最后,简要讨论了 MIMO 天线系统设计的未来方向和趋势。
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引用次数: 0
Organization of Backup Communication Channels for Emergencies in Environments with Limited Infrastructure Using LPWAN Technology 利用 LPWAN 技术为基础设施有限的环境中的紧急情况组织备用通信信道
Q3 Engineering Pub Date : 2024-07-30 DOI: 10.3103/s0735272723090054
Yurii Lykov, Anatoliy Oleynikov, Hanna Lykova, Stepan Savenko, Sergey Makovetskyi

Abstract

This paper elucidates the importance of creating backup communication channels in emergencies when access to cellular and satellite communication systems can be limited. The purpose of the study is to substantiate the use of LoRaWAN technology as a basis for building reliable backup communication facilities. A block diagram of the device has been proposed, which is used as an example for modeling the autonomy time of the device. It is shown that, depending on the mode of operation, this time ranges from 150 to 900 days. To estimate the radio accessibility zone of the device, the maximum transmission range was modeled using various models of radio wave propagation. The results of the investigations have shown that the developed emergency communication system based on the LoRaWAN protocol is effective and superior to other wireless communication technologies under certain conditions.

摘要 本文阐明了在蜂窝和卫星通信系统访问受限的紧急情况下建立备用通信渠道的重要性。研究的目的是证明 LoRaWAN 技术的使用是建立可靠的后备通信设施的基础。我们提出了一个设备框图,并以此为例对设备的自主时间进行建模。结果表明,根据不同的运行模式,自主时间从 150 天到 900 天不等。为了估算设备的无线电可及区域,使用各种无线电波传播模型对最大传输范围进行了建模。研究结果表明,基于 LoRaWAN 协议开发的应急通信系统是有效的,在某些条件下优于其他无线通信技术。
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引用次数: 0
Antenna Array Application to Support Operation of GNSS Receivers under Interfering Signals 支持干扰信号下全球导航卫星系统接收器运行的天线阵列应用
Q3 Engineering Pub Date : 2024-07-30 DOI: 10.3103/s0735272723100023
Valeriy Konin, Yuliya Averyanova, Oksana Ishchenko

Abstract

Against the background of the intensive development and implementation of satellite technologies for position determination, navigation, and time synchronization, one of the central threats to critical industries is the creation of intentional interference to the signals of global navigation satellite systems. It is shown that the use of small-sized antenna arrays in navigation systems consisting of satellite constellations of GPS, GLONASS, GALILEO, BEIDOU, QZSS, or their combinations makes it possible to detect and suppress interfering signals by forming zeros of the antenna array directional pattern in the directions of their arrival. The interfering signal suppression is supplemented with detection procedures while maintaining the ability of navigation by using from one to four satellite systems according to criteria of the required number of satellites in the line of sight and the permissible geometric factor. The process of suppressing the interfering signal from four directions is illustrated by three scenarios, the initial data for which are signals from 35 satellites in the line of sight collected in real-time from five systems. It has been shown that the use of five systems and 35 satellites ensures the suppression of the interfering signal. At the same time, 22 satellites are involved in solving the navigation problem, 13 satellites are below the detection threshold, and the geometric factor is 1.18. When using GPS, GLONASS, and 19 satellites, the interfering signal is suppressed. In this case, 10 satellites are involved in solving the navigation problem, 9 are below the detection threshold, and the geometric factor is 2.1. When using only GPS, the interfering signal suppression is also ensured. This time 7 satellites are involved in solving the navigation problem, 4 are below the detection threshold, and the geometric factor is 1.76.

摘要在定位、导航和时间同步卫星技术不断发展和应用的背景下,对关键行业的主要威胁之一是对全球导航卫星系统信号的故意干扰。研究表明,在由 GPS、GLONASS、GALILEO、BEIDOU、QZSS 等卫星星座或其组合组成的导航系统中使用小型天线阵列,可以在干扰信号到达的方向形成天线阵列方向图的零点,从而检测和抑制干扰信号。干扰信号抑制辅以检测程序,同时根据视线内所需卫星数量和允许的几何系数标准,使用一至四个卫星系统保持导航能力。抑制来自四个方向的干扰信号的过程通过三种情况来说明,其初始数据是由五个系统实时收集的视线内 35 颗卫星的信号。结果表明,使用五个系统和 35 颗卫星可确保抑制干扰信号。同时,有 22 颗卫星参与解决导航问题,13 颗卫星低于检测阈值,几何系数为 1.18。当使用 GPS、GLONASS 和 19 颗卫星时,干扰信号被抑制。在这种情况下,有 10 颗卫星参与解决导航问题,9 颗卫星低于检测阈值,几何因子为 2.1。只使用 GPS 时,也能确保抑制干扰信号。此时有 7 颗卫星参与解决导航问题,4 颗卫星低于检测阈值,几何因子为 1.76。
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引用次数: 0
Bandpass Filters with 2N+1 Transmission Zeros at Real Frequencies 在实际频率上具有 2N+1 传输零点的带通滤波器
Q3 Engineering Pub Date : 2024-07-30 DOI: 10.3103/s0735272723100035
Sergii Litvintsev, Alexander Zakharov

Abstract

This paper discusses N-order bandpass filter (BPF) with all mixed couplings between adjacent resonators, and between end resonators and loads. It has (2N + 1) transmission zeros (TZ) at real frequencies. To the existing (N + 1) TZs generated by mixed couplings, another N TZs are added, which generated by resonators with special properties. Each such resonator is a λ/4 resonator, in which the connection point is located relatively close to the short-circuited end. In this case, the input admittance of the resonator Y(jω) has a pole ωp, which is located to the right and at a small distance from the main resonant frequency ω0. This pole ωp of the Y(jω) function leads to the appearance of a right-handed TZ in a BPF characteristic. If we use N resonators with different connection points, then N additional TZs will appear. The design of that BPF is considered. The measured and simulated frequency responses of the second-order BPF with 5 TZs are presented.

摘要 本文讨论了 N 阶带通滤波器(BPF),其相邻谐振器之间以及末端谐振器与负载之间均具有混合耦合。它在实际频率上有 (2N + 1) 个传输零点 (TZ)。除了由混合耦合产生的现有 (N + 1) 个 TZ 外,还增加了由具有特殊属性的谐振器产生的 N 个 TZ。每个谐振器都是λ/4 谐振器,其中的连接点相对靠近短路端。在这种情况下,谐振器 Y(jω) 的输入导纳有一个极点 ωp,它位于右侧,距离主谐振频率 ω0 很近。Y(jω) 函数的这个极点 ωp 会导致 BPF 特性中出现右旋 TZ。如果我们使用 N 个具有不同连接点的谐振器,则会出现 N 个额外的 TZ。本文考虑了该 BPF 的设计。文中给出了带有 5 个 TZ 的二阶 BPF 的测量和模拟频率响应。
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引用次数: 0
Patch Antennas Based on Micro QR Codes 基于微型 QR 码的贴片天线
Q3 Engineering Pub Date : 2024-06-17 DOI: 10.3103/s073527272307004x
V. Slyusar, I. Sliusar, S. Sheleg

Abstract

The article proposes a new type of broadband patch antennas based on micro QR codes with integrated metamaterial cell as a marker. In this research, several design options were considered that used the variation of the metamaterial cell parameters. For their analysis, the numerical modeling methods of the Ansys EM Suite program were used due to the complexity of describing the interaction of antennas of non-Euclidean geometry with radio waves. Evaluation and comparison of proposed antennas was conducted by the following characteristics: amplitude-frequency response and voltage standing wave ratio. To expand the frequency band of the synthesized antenna has been implemented the split square marker is an element of micro QR. This approach enables the expansion of the relative bandwidth of the corresponding printed antenna to the value of 1.7267 under the condition of the continuous transmission band having a width of 167.935 GHz within the range from 13.29 to 181.225 GHz. In this case, cutouts of the split square marker are located along the line coaxial with the power supply line, and the cutout for the outer “ring” is located below. To synthesize micro QR code, the word “antenna” was used.

摘要 本文提出了一种基于微型二维码的新型宽带贴片天线,以集成超材料单元作为标记。在这项研究中,考虑了几种使用超材料单元参数变化的设计方案。由于描述非欧几里得几何形状的天线与无线电波相互作用的复杂性,在分析中使用了 Ansys EM Suite 程序的数值建模方法。根据以下特征对所建议的天线进行了评估和比较:振幅-频率响应和电压驻波比。为了扩大合成天线的频带,采用了微型 QR 的分裂方形标记。在 13.29 至 181.225 千兆赫的连续传输带宽为 167.935 千兆赫的条件下,这种方法可将相应印刷天线的相对带宽扩展到 1.7267 千兆赫。在这种情况下,分割方形标记的切口位于与电源线同轴的线路上,外 "环 "的切口位于下方。为了合成微型 QR 码,使用了 "天线 "一词。
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引用次数: 0
Modern Diagnostic Imaging Classifications and Risk Factors for 6G-enabled Smart Health Systems 6G 智能医疗系统的现代诊断成像分类和风险因素
Q3 Engineering Pub Date : 2024-06-17 DOI: 10.3103/s0735272723060031
K. Ramu, R. Krishnamoorthy, Abu Salim, Mohd Sarfaraz, Ch. M. H. Saibaba, Kakarla Praveena

Abstract

The creation of smart healthcare systems is a viable strategy to improve the quality and availability of healthcare services. Identity theft, data breaches, and denial-of-service attacks are just some of the security concerns that have arisen as a result of connecting wireless networks and smart medical equipment. A secure and trustworthy smart healthcare system that can protect patient data and preserve the confidentiality of private medical information is especially important in light of these vulnerabilities. Medical diagnosis assumes increasing importance as the amount of data created daily in the 6G-enabled Internet-of-Medical Things (IoMT) grows exponentially. To enhance the anticipation accuracy and supply a real-time medicinal diagnosis, this research presents an approach integrated into the 6G-enabled IoMT that requires less human intervention for healthcare applications. To do this, the proposed system combines deep learning with optimization methods. MobileNetV3 architecture is then used to learn the features taken from each image. In addition, we improved the performance of the HGS-based arithmetic optimization algorithm (AOA). The operators of the HGS are used in the new approach, dubbed AOAHG, to improve the AOA operation capacity as the viable province is divided up. We design a 6G-enabled IoMT approach that requires fewer humans in healthcare settings but yields faster diagnostic results. The new approach was developed to be used in systems with limited means. The created AOAHG prioritizes the most important features and guarantees an overall upgrade in model categorization. When compared to other methodologies in the literature, the framework’s results were impressive. The created AOAHG also outperformed alternative FS methods in terms of the achieved accuracy, precision, recall, and F1-score. For instance, AOAHG had 92.12% accuracy with the ISIC dataset, 98.27% with the PH2 dataset, 95.24% with the WBC dataset, and 99.84% with the OCT dataset.

摘要 创建智能医疗系统是提高医疗服务质量和可用性的可行策略。身份盗窃、数据泄露和拒绝服务攻击只是连接无线网络和智能医疗设备后出现的部分安全问题。鉴于这些漏洞,一个能够保护病人数据和私人医疗信息机密性的安全可信的智能医疗系统就显得尤为重要。随着 6G 医疗物联网(IoMT)每天产生的数据量呈指数级增长,医疗诊断的重要性与日俱增。为了提高预测准确性并提供实时医疗诊断,本研究提出了一种集成到支持 6G 的 IoMT 中的方法,该方法在医疗保健应用中需要较少的人工干预。为此,所提出的系统结合了深度学习和优化方法。然后使用 MobileNetV3 架构来学习从每张图像中提取的特征。此外,我们还改进了基于 HGS 的算术优化算法(AOA)的性能。在被称为 AOAHG 的新方法中使用了 HGS 的算子,以提高 AOA 在可行省份被分割时的运算能力。我们设计了一种支持 6G 的 IoMT 方法,这种方法在医疗机构中需要的人力更少,但诊断结果更快。这种新方法是为在手段有限的系统中使用而开发的。创建的 AOAHG 可优先考虑最重要的特征,并确保模型分类的整体升级。与文献中的其他方法相比,该框架的结果令人印象深刻。所创建的 AOAHG 在准确度、精确度、召回率和 F1 分数方面也优于其他 FS 方法。例如,AOAHG 在 ISIC 数据集上的准确率为 92.12%,在 PH2 数据集上的准确率为 98.27%,在 WBC 数据集上的准确率为 95.24%,在 OCT 数据集上的准确率为 99.84%。
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引用次数: 0
期刊
Radioelectronics and Communications Systems
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