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Comparative Analysis of NOMA and OMA Schemes: GSVD-based NOMA Systems and the Role of Mobile Edge Computing NOMA和OMA方案的比较分析:基于gsvd的NOMA系统和移动边缘计算的作用
Q4 Engineering Pub Date : 2023-09-01 DOI: 10.26636/jtit.2023.3.1354
Yunus Dursun
This paper presents a comprehensive study that examines the fundamental concept of the non-orthogonal multiple access (NOMA) scheme and provides its detailed comparison with the orthogonal multiple access (OMA) technique. Furthermore, the paper explores the application of the generalized singular value decomposition (GSVD) method in conjunction with NOMA, accompanied by a detailed review of GSVD-based NOMA systems. This study also introduces the concept of mobile edge computing (MEC) and extensively discusses its key parameters. Furthermore, a comprehensive analysis of NOMA MEC is presented, shedding light on its potential advantages and challenges. The aims of this study are to provide a comprehensive understanding of the aforementioned topics and contribute to the advancement of MIMO-NOMA systems.
本文全面研究了非正交多址(NOMA)方案的基本概念,并与正交多址(OMA)技术进行了详细的比较。此外,本文还探讨了广义奇异值分解(GSVD)方法与NOMA的结合应用,并对基于GSVD的NOMA系统进行了详细的综述。本研究还介绍了移动边缘计算(MEC)的概念,并广泛讨论了其关键参数。此外,本文还对NOMA MEC进行了综合分析,揭示了NOMA MEC的潜在优势和挑战。本研究的目的是提供对上述主题的全面理解,并促进MIMO-NOMA系统的发展。
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引用次数: 0
A Cross-layer Method for Scheduling and Routing Real-time Traffic Flow in Industrial IoT 工业物联网实时交通流调度和路由的跨层方法
Q4 Engineering Pub Date : 2023-09-01 DOI: 10.26636/jtit.2023.3.1362
Nikta Azimian, Reza Mohammadi, M. Nassiri
In the Industrial Internet of Things, a wide variety of sensors are distributed all over the environment to monitor data collection, thereby allowing industrial processes to be monitored more efficiently. One of the fundamental goals of IIoT is to provide the highest level of reliability while simultaneously increasing network lifetime, reducing power consumption, and preventing delays. 6TiSCH is a popular communication standard relied upon in IIoT. The aim of the present study is to propose an inter-layer method that simultaneously considers network scheduling and routing processes based on TSCH and RPL approaches in multi-sink environments. The proposed method is intended to address the limitations of IIoT and meet the requirements of field-specific applications.
在工业物联网中,各种各样的传感器分布在整个环境中来监控数据收集,从而使工业过程得到更有效的监控。工业物联网的基本目标之一是提供最高水平的可靠性,同时延长网络寿命,降低功耗并防止延迟。6TiSCH是工业物联网中依赖的流行通信标准。本研究的目的是提出一种在多汇聚环境下同时考虑网络调度和路由过程的基于TSCH和RPL方法的层间方法。所提出的方法旨在解决工业物联网的局限性,并满足特定领域应用的要求。
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引用次数: 0
An Efficient Cooperative Spectrum Sensing Method Using Renyi Entropy Weighted Optimal Likelihood Ratio for CRN 基于Renyi熵加权最优似然比的CRN高效协同频谱感知方法
Q4 Engineering Pub Date : 2023-09-01 DOI: 10.26636/jtit.2023.3.1360
S. Shrote, Sadhana D. Poshattiwar
The main concept behind employing cognitive radio is to enable secondary users (SUs) or unlicensed users to utilize the available spectrum. Spectrum sensing methods detect the existence of primary users (PUs) and have become the main topic of research in the CRN industry and in academia. This paper proposes a new framework based on the Adam gradient descent (Adam GD) algorithm to develop a spectrum sensing mechanism used in CRNs and detecting the availability of free channels. The signal's components are extracted from the received signal and the spectrum is searched for availability which is detected through a fusion center using the proposed algorithm. The proposed Adam GD algorithm attains the maximum detection probability rate and the minimum false alarm probability of 0.71 and 0.39, respectively, for a Rayleigh channel.
使用认知无线电背后的主要概念是使二次用户(SU)或未经许可的用户能够利用可用频谱。频谱传感方法检测主要用户(PU)的存在,已成为CRN行业和学术界的主要研究课题。本文提出了一种基于Adam梯度下降(Adam-GD)算法的新框架,以开发一种用于CRN和检测自由信道可用性的频谱感知机制。从接收到的信号中提取信号的分量,并搜索频谱以寻找可用性,该可用性是使用所提出的算法通过融合中心检测到的。对于瑞利信道,所提出的Adam-GD算法的最大检测概率率和最小虚警概率分别为0.71和0.39。
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引用次数: 0
Performance Comparison of Several Algorithms for Localization of Wideband Sources 几种宽带源定位算法的性能比较
Q4 Engineering Pub Date : 2023-09-01 DOI: 10.26636/jtit.2023.3.1359
Hassan Ougraz, Said Safi, A. Boumezzough, M. Frikel
In recent years, researchers have tried to estimate the direction-of-arrival (DOA) of wideband sources and several novel techniques have been proposed. In this paper, we compare six algorithms for calculating the DOA of broadband signals, namely coherent subspace signal method (CSSM), two-sided correlation transformation (TCT), incoherent multiple signal classification (IMUSIC), test of orthogonality of frequency subspaces (TOFS), test of orthogonality of projected subspaces (TOPS), and squared TOPS (S-TOPS). The comparison is made through computer simulations for different parameters, such as signal-to-noise ratio (SNR), in order to establish the efficiency and performance of the discussed methods in noisy environments. CSSM and TCT require initial values, but the remaining approaches do not need any preprocessing.
近年来,研究人员对宽带信号的到达方向(DOA)进行了估计,并提出了一些新的方法。本文比较了相干子空间信号法(CSSM)、双边相关变换(TCT)、非相干多信号分类(IMUSIC)、频率子空间正交性检验(TOFS)、投影子空间正交性检验(TOPS)和平方TOPS (S-TOPS)等六种计算宽带信号DOA的算法。通过计算机仿真,对不同的信噪比等参数进行了比较,以确定所讨论的方法在噪声环境下的效率和性能。CSSM和TCT需要初始值,其余方法不需要任何预处理。
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引用次数: 0
RIS-aided Multi-hop Backhauling for 5G/6G UAV-assisted Access Points 用于5G/6G无人机辅助接入点的RIS辅助多跳回程
Q4 Engineering Pub Date : 2023-06-29 DOI: 10.26636/jtit.2023.171523
Salim Janji, P. Sroka
Drones are considered to be an important part of future 6G telecommunication systems. Thanks to their quick deployment potential, they provide additional connectivity options in the form of a flying hotspot. However, in such use cases, they typically require a wireless backhaul link to facilitate their proper operation, which might be a challenging task in dense urban environments. One of the potential methods that may be relied upon to connect such nodes is the integrated access and backhaul (IAB) approach, where part of the spectrum allocated to users accessing the base station is used for wireless backhauling. Thus, in this work, we consider the problem of establishing a multi-hop wireless backhaul link following the IAB concept, with the aid of drone relay stations (DRSs) and reconfigurable intelligent surfaces (RISs). We formulate the problem of coverage improvement with a fixed number of relays, assuming certain throughput requirements for the backhaul link. The simulations show that the use of RISs offers a coverage improvement in such a scenario or a reduction in the number of nodes involved in ensuring the required backhaul performance.
无人机被认为是未来6G电信系统的重要组成部分。由于其快速部署的潜力,它们以飞行热点的形式提供了额外的连接选项。然而,在这种用例中,它们通常需要无线回程链路来促进其正常运行,这在密集的城市环境中可能是一项具有挑战性的任务。可能依赖于连接这些节点的潜在方法之一是综合接入和回程(IAB)方法,其中分配给访问基站的用户的部分频谱用于无线回程。因此,在这项工作中,我们考虑了在无人机中继站(drs)和可重构智能表面(RISs)的帮助下,根据IAB概念建立多跳无线回程链路的问题。假设回程链路有一定的吞吐量要求,我们用固定数量的中继来表述覆盖改进问题。模拟表明,在这种情况下,使用RISs可以改善覆盖范围,或者减少确保所需回程性能所涉及的节点数量。
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引用次数: 0
Design of a Fractional Order Low-pass Filter Using a Differential Voltage Current Conveyor 采用不同电压电流传送器的分数阶低通滤波器的设计
Q4 Engineering Pub Date : 2023-06-29 DOI: 10.26636/jtit.2023.169123
B. T. Krishna, Midhunchakkaravathy Janarthanan
In this paper, an active implementation of a differential voltage current conveyor (DVCC) based on a low-pass filter operating in the fractional order domain is presented. The transfer function for a fractional order system is dependent on the rational approximation of sα. Different methods used for calculating the rational approximation, including Carlson, Elkhazalil, and curve fitting, are evaluated here. Finally, to validate the theoretical results, a fractional order Butterworth filter is simulated in the Pspice environment using the 0.5 micrometer CMOS technology with an R-C network-based fractional order capacitor. Additionally, using the Monte Carlo analysis, the impact of current and voltage faults on DVCC response is investigated. It has been inferred that realization with a wider bandwidth is possible.
本文提出了一种基于分数阶域低通滤波器的差分电压电流传送器(DVCC)的有源实现。分数阶系统的传递函数依赖于sα的有理逼近。这里评估了用于计算有理近似的不同方法,包括Carlson、Elkhazalil和曲线拟合。最后,为了验证理论结果,使用基于R-C网络的分数阶电容器,在Pspice环境中使用0.5微米CMOS技术模拟了分数阶巴特沃斯滤波器。此外,使用蒙特卡罗分析,研究了电流和电压故障对DVCC响应的影响。已经推断出以更宽的带宽实现是可能的。
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引用次数: 0
Improving Quality of Watermarked Medical Images Using Symmetric Dilated Convolution Neural Networks 利用对称扩展卷积神经网络提高医学图像水印质量
Q4 Engineering Pub Date : 2023-06-29 DOI: 10.26636/jtit.2023.169223
Namita D. Pulgam, S. Shinde
Rapid development of online medical technologies raises questions about the security of the patient’s medical data.When patient records are encrypted and labeled with a watermark, they may be exchanged securely online. In order to avoid geometrical attacks aiming to steal the information, image quality must be maintained and patient data must be appropriately extracted from the encoded image. To ensure that watermarked images are more resistant to attacks (e.g. additive noise or geometric attacks), different watermarking methods have been invented in the past. Additive noise causes visual distortion and render the potentially harmful diseases more difficult to diagnose and analyze. Consequently, denoising is an important pre-processing method for obtaining superior outcomes in terms of clarity and noise reduction and allows to improve the quality of damaged medical images. Therefore, various publications have been studied to understand the denoising methods used to improve image quality. The findings indicate that deep learning and neural networks have recently contributed considerably to the advancement of image processing techniques. Consequently, a system has been created that makes use of machine learning to enhance the quality of damaged images and to facilitate the process of identifying specific diseases. Images, damaged in the course of an assault, are denoised using the suggested technique relying on a symmetric dilated convolution neural network. This improves the system’s resilience and establishes a secure environment for the exchange of data while maintaining secrecy.
在线医疗技术的快速发展引发了对患者医疗数据安全性的质疑。当患者记录被加密并标记有水印时,它们可以安全地在线交换。为了避免旨在窃取信息的几何攻击,必须保持图像质量,并且必须从编码图像中适当提取患者数据。为了确保带水印的图像更能抵抗攻击(例如,添加噪声或几何攻击),过去已经发明了不同的水印方法。附加噪声会导致视觉失真,并使潜在的有害疾病更难诊断和分析。因此,去噪是一种重要的预处理方法,可以在清晰度和降噪方面获得优异的结果,并可以提高受损医学图像的质量。因此,研究了各种出版物,以了解用于提高图像质量的去噪方法。研究结果表明,深度学习和神经网络最近对图像处理技术的进步做出了重大贡献。因此,已经创建了一个系统,该系统利用机器学习来提高受损图像的质量,并促进识别特定疾病的过程。在攻击过程中受损的图像,使用所建议的依赖于对称扩张卷积神经网络的技术进行去噪。这提高了系统的弹性,并为数据交换建立了一个安全的环境,同时保持了保密性。
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引用次数: 0
Design of a Microstrip Filtering Antenna for 4G and 5G Wireless Networks 用于4G和5G无线网络的微带滤波天线设计
Q4 Engineering Pub Date : 2023-06-29 DOI: 10.26636/jtit.2023.171423
Ramesh Boddu, Arindam Deb, J. S. Roy
The filtering antenna provides both radiation and filtering features and is an important component for the RF front-end of wireless devices. The main function of a filtering antenna is to reject out-of-band signals, thus reducing the interference from adjacent channels. The aim of the present work is to design a 2.6 GHz microstrip filtering antenna for 4G and 5G global mobile services. The filtering antenna is designed using a hairpin bandpass filter integrated with an elliptical microstrip aerial. Good impedance matching is obtained by using appropriate dimensions of the hairpin bandpass filter. The 10 dB return loss bandwidth of the filtering antenna is approx. 5.7%, with the maximum gain for the elliptical filtering antenna of approx. 2.2 dB. Good agreements between the measured and simulated results are obtained for the proposed filtering antenna and the bandwidth covers almost the entire 2.6 GHz band.
滤波天线提供辐射和滤波功能,是无线设备射频前端的重要组件。滤波天线的主要功能是抑制带外信号,从而减少来自相邻信道的干扰。本工作的目的是为4G和5G全球移动服务设计一种2.6 GHz微带滤波天线。滤波天线采用发夹带通滤波器与椭圆微带天线集成设计。使用适当尺寸的发夹带通滤波器可获得良好的阻抗匹配。滤波天线的10 dB回波损耗带宽约为5.7%,椭圆滤波天线的最大增益约为2.2 dB。所提出的滤波天线的测量结果和模拟结果之间取得了良好的一致性,带宽几乎覆盖了整个2.6 GHz频带。
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引用次数: 0
Performance Enhancement of Cooperative MIMO-NOMA Systems Over Sub-6 GHz and mmWave Bands 在Sub-6 GHz和毫米波频段上协同MIMO-NOMA系统的性能增强
Q4 Engineering Pub Date : 2023-06-29 DOI: 10.26636/jtit.2023.170023
A. Saleh, Mohamad A. Ahmed
In this paper, two radio links with different frequency bands are considered for base stations (BS) serving users via decode-and-forward (DF) cooperative relays. Backhaul and access links are proposed with sub-6 GHz and millimeter wave (mmWave) bands, respectively. Non-orthogonal multiple access (NOMA) is employed in the backhaul link to simultaneously transmit a superposed signal in the power domain, using the same band. The superposed signals, containing two signals that differ in terms of power allocation factors (PAFs), are designed for two selected DF relays in the BS. The two relays are chosen from several relays to be serviced by the BS based on a pairing algorithm that depends on different users’ circumstances. The furthest DF relay detects the incoming NOMA signal directly, while the nearest one applies successive interference cancellation (SIC) before extracting its signal. Each DF relay forwards the detected signals toward their intended users over mmWave channels. Three performance metrics are utilized to evaluate the system’s performance: outage probability, achievable throughput, and bit error rate. Comparisons between two mmWave bands in the access link (28 and 73 GHz) are made to demonstrate the superiority of the 28 GHz band in terms of the three performance-related metrics.
在本文中,考虑了通过解码和前向(DF)协作中继为用户服务的基站(BS)的两个具有不同频带的无线电链路。回程链路和接入链路分别被提议具有低于6GHz和毫米波(mmWave)频带。在回程链路中采用非正交多址(NOMA),以使用相同的频带在功率域中同时发送叠加信号。叠加信号包含两个在功率分配因子(PAF)方面不同的信号,设计用于BS中的两个选定DF继电器。这两个继电器是根据不同用户情况的配对算法从BS要服务的几个继电器中选择的。最远的测向继电器直接检测输入的NOMA信号,而最近的测向继电器在提取信号之前应用连续干扰消除(SIC)。每个测向中继器通过毫米波信道将检测到的信号转发给其预期用户。使用三个性能指标来评估系统的性能:中断概率、可实现吞吐量和误码率。对接入链路中的两个毫米波段(28和73 GHz)进行了比较,以证明28 GHz波段在三个性能相关指标方面的优越性。
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引用次数: 0
Jamming Signal Cancellation by Channel Inversion Power Control for Preserving Covert Communications 用信道反转功率控制消除干扰信号以保持隐蔽通信
Q4 Engineering Pub Date : 2023-06-29 DOI: 10.26636/jtit.2023.169323
Ngo Thanh Hai, D. L. Khoa
Uninformed jammers are used to facilitate covert communications between a transmitter and an intended receiver under the surveillance of a warden. In reality, the signals the uniformed jammer emits to make the warden’s decision uncertain have inadvertently interfered with the detection of the intended receiver. In this paper, we apply truncated channel inversion power control (TCIPC) to both the transmitter and the uninformed jammer. The TCIPC scheme used on the uninformed jammer may help the intended receiver remove jamming signals using the successive interference cancellation (SIC) technique. Under the assumption that the warden knows the channel coefficient between two intended transceivers and achieves the optimal detection power threshold, we form the optimization problem to maximize the effective transmission rate (ETR) under covertness and decoding constraints. With the aim of enhancing covertness-related performance, we achieve the optimal power control parameters and determine system parameter-related constraints required for the existence of these solutions. According to the simulations, the use of the TCIPC scheme on the uninformed jammer significantly improves covertness-related performance in comparison to that of random power control (RPC) and constant power control (CPC) schemes. In addition, simulation results show that, for the TCIPC scheme: 1) the maximum ETR tends to converge as the transmitter’s or the uninformed jammer’s maximum transmit power increases, and 2) there exists an optimal value of the transmitter’s predetermined transmission rate to achieve the optimal performance.
非信息干扰器用于在管理员的监视下促进发射器和预期接收器之间的秘密通信。事实上,制服干扰器发出的信号使监狱长的决定不确定,无意中干扰了预期接收器的检测。在本文中,我们将截断信道反向功率控制(TCIPC)应用于发射机和未知干扰机。在不知情干扰机上使用的TCIPC方案可以帮助预期接收机使用连续干扰消除(SIC)技术去除干扰信号。在假定管理员知道两个预期收发器之间的信道系数并达到最佳检测功率阈值的情况下,我们形成了在隐蔽性和解码约束下最大化有效传输速率(ETR)的优化问题。为了提高与隐蔽性相关的性能,我们实现了最优功率控制参数,并确定了这些解存在所需的系统参数相关约束。根据仿真,与随机功率控制(RPC)和恒定功率控制(CPC)方案相比,在未知干扰机上使用TCIPC方案显著提高了隐蔽性相关性能。此外,仿真结果表明,对于TCIPC方案:1)最大ETR倾向于随着发射机或不知情干扰机的最大发射功率的增加而收敛,2)发射机的预定传输速率存在最优值以实现最优性能。
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引用次数: 0
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Journal of Telecommunications and Information Technology
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