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A powerful PTS strategy boosted by a novel discrete crow search algorithm for reducing the PAPR of UFMC signals 一种新的离散乌鸦搜索算法增强的强大PTS策略,用于降低UFMC信号的PAPR
IF 0.8 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-06-01 DOI: 10.2478/jee-2023-0026
Sakir Simsir, N. Taspinar
Abstract As being one of the main waveform candidates developed for meeting the demands of fifth generation (5G) and beyond telecommunication technologies, universal filtered multicarrier (UFMC) has various appealing features contributing to overcome many obstacles in wireless communication. However, due to the usage of multiple subcarriers, UFMC signals suffer from having high peak-to-average power ratio (PAPR), which has to be kept at low level to prevent the communication quality from being deteriorated. To overcome the problem of high PAPR in the UFMC signals, an advanced version of partial transmit sequence (PTS) was created for PAPR alleviation by integrating an intelligent optimization algorithm in place of its random phase generator. To this end, crow search algorithm (CSA) was utilized. Initially, its novel discrete version called DCSA was developed to make it suitable to be employed in phase sequence optimization, which is a type of combinatorial optimization problem to be solved in discrete space. After the integration of DCSA into the conventional PTS, an advanced PTS variant named DCSA-PTS was created for the UFMC. Optimizing the phase sequences via the DCSA instead of generating them in a random way enhances the performance of PTS scheme. Thanks to the DCSA-based phase optimization, it becomes possible to attain better phase combinations in smaller number of searches. The advantage of using DCSA as a phase optimizer is supported by the simulation results. Due to the superior phase optimization performance of our novel DCSA, the proposed DCSA-PTS strategy clearly outperforms the other schemes considered in this paper.
摘要通用滤波多载波(UFMC)作为为满足第五代(5G)及其他通信技术的需求而开发的主要候选波形之一,具有各种吸引人的特性,有助于克服无线通信中的许多障碍。然而,由于多个子载波的使用,UFMC信号具有高峰均功率比(PAPR),必须将其保持在低水平以防止通信质量恶化。为了克服UFMC信号中的高PAPR问题,通过集成智能优化算法代替其随机相位生成器,创建了一种用于降低PAPR的部分发射序列(PTS)的高级版本。为此,采用了乌鸦搜索算法(CSA)。最初,它的新离散版本DCSA被开发出来,使其适用于相序优化,这是一种需要在离散空间中解决的组合优化问题。在将DCSA集成到常规PTS中之后,为UFMC创建了一个名为DCSA-PTS的高级PTS变体。通过DCSA优化相位序列,而不是以随机方式生成相位序列,提高了PTS方案的性能。由于基于DCSA的相位优化,可以在较少的搜索次数中获得更好的相位组合。仿真结果支持了使用DCSA作为相位优化器的优点。由于我们的新型DCSA具有优越的相位优化性能,所提出的DCSA-PTS策略明显优于本文中考虑的其他方案。
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引用次数: 0
New design and optimization of an in-wheel permanent magnet motor with tangentially magnetized magnets and unequal stator teeth 具有切向磁化磁体和不等定子齿的轮内永磁电机的新设计和优化
IF 0.8 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-06-01 DOI: 10.2478/jee-2023-0029
Lassaad Zaaraoui, A. Mansouri
Abstract Permanent magnet synchronous machines (PMSM) are competitive motors for in-wheel traction systems of electric vehicles. A new tangentially magnetized permanent magnets machine with outer rotor and unequal stator teeth for in-wheel motor application is proposed in this paper. The analytical calculations of the proposed topology are presented by determining the magnetic flux densities and the iron losses in all parts of the machine. The machine design is optimized using three state-of-the-art multiobjective algorithms which are AbYSS, MOCell and NMOPSO algorithms. Moreover, the optimization procedure is carried out according to three objectives: the maximization of the machine efficiency and the minimization of the mass and ripple torque. The optimization results showed that all the algorithms can find a set of optimal solutions and that the NMPSO algorithm outperforms the other two techniques. The finite element method (FEM) is used to investigate the optimization results. It is observed some magnetic saturation in the rotor yoke and the magnet’s extremes. The value of the induction in these machine regions is about 1.9 T. The comparison between the FEM and optimization results proved the rationality of the proposed optimization procedure.
摘要永磁同步电机(PMSM)是电动汽车轮内牵引系统中具有竞争力的电机。本文提出了一种适用于轮毂电机的外转子不等齿切向磁化永磁电机。通过确定机器所有部件的磁通密度和铁损耗,对所提出的拓扑结构进行了分析计算。机器设计使用三种最先进的多目标算法进行优化,即AbYSS、MOCell和NMOPSO算法。此外,优化程序是根据三个目标进行的:机器效率的最大化和质量和纹波转矩的最小化。优化结果表明,所有算法都能找到一组最优解,并且NMPSO算法优于其他两种技术。采用有限元法对优化结果进行了研究。在转子磁轭和磁体的极限处观察到一些磁饱和。这些机器区域的感应值约为1.9T。有限元分析与优化结果的比较证明了所提出的优化程序的合理性。
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引用次数: 0
Entaglement and communication in digital qubits using FPGAs 基于fpga的数字量子比特的纠缠与通信
IF 0.8 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-06-01 DOI: 10.2478/jee-2023-0021
Bhuvan Hawargi, K. Akshay, Kaustav Bhowmick
Abstract This paper focuses on usage of digital qubits on a digital quantum computing platform implemented on FPGAs. Modifications have been made to existing digital qubit standards to account for complex probability amplitudes and not only real ones. This paper introduces an improved transient effect ring-oscillator based TRNG used in the scope of this project. The objective of this was to simulate the addition of environmental noise in a digital setting. Using the newly designed digital qubits, a few quantum logic gates have been designed to work on the FPGA platform using Verilog. These logic gates have then been used to implement entanglement on a digital hardware platform. Furthermore, this paper implements communication between two digital quantum computers over both wired and wireless media by transmitting alphabetical messages as qubits and compares the same with transmission involving classical digital bits only.
本文重点研究了数字量子比特在fpga实现的数字量子计算平台上的应用。已经对现有的数字量子比特标准进行了修改,以考虑复杂的概率幅度,而不仅仅是真实的。本文介绍了一种用于该项目的改进的瞬态效应环形振荡器TRNG。这样做的目的是在数字环境中模拟环境噪声的增加。利用新设计的数字量子比特,使用Verilog设计了几个量子逻辑门,可以在FPGA平台上工作。这些逻辑门随后被用于在数字硬件平台上实现纠缠。此外,本文通过将字母信息作为量子比特传输,实现了两台数字量子计算机之间在有线和无线媒体上的通信,并将其与仅使用经典数字比特的传输进行了比较。
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引用次数: 0
6G wireless system: The emerging trend in cellular technology 6G无线系统:蜂窝技术的新兴趋势
IF 0.8 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-06-01 DOI: 10.2478/jee-2023-0030
Adegoke Adesoye Sikiru, A. Olukayode, Otegbeye Adeyinka Lateef, Soneye Olufemi Sobowale
Abstract Cellular technology has brought about a significant revolution in the way we communicate and share information. In the last four (4) decades, researchers in the field of wireless cellular technology have been consistently upscaling their designs in tech space which has led to the evolutions of 1G, 2G, 3G, 4G and 5G in close successions. The most recent is 5G which is currently being implemented in various continents across the globe. 5G encompasses a technological framework that can support machine-to-machine (m2m) communication, virtual and augmented reality and smart manufacturing. However, its drawbacks are now coming into bare as its being deployed globally which suggests that 5G may not stand test of time beyond this decade. This has necessitated early research work into the evolution of next generation technology, the 6G. This paper therefore chronicles the emerging technologies in wireless cellular systems, their evolutionary trends, likely features and prospects of the next generation, the 6G.
蜂窝技术为我们的通信和信息共享方式带来了一场重大革命。在过去的四(4)年里,无线蜂窝技术领域的研究人员一直在不断升级他们在技术领域的设计,这导致了1G、2G、3G、4G和5G的不断发展。最新的是5G,目前正在全球各大洲实施。5G包含一个技术框架,可以支持机器对机器(m2m)通信、虚拟和增强现实以及智能制造。然而,随着其在全球范围内的部署,它的缺点现在暴露出来,这表明5G可能无法经受住这个十年之后的时间考验。这就需要对下一代技术6G的发展进行早期研究。因此,本文记录了无线蜂窝系统中的新兴技术,它们的发展趋势,下一代6G的可能特征和前景。
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引用次数: 0
Sensorless field-oriented control inverter of BLDC motor for copter 直升机无刷直流电机无传感器磁场定向控制逆变器
IF 0.8 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-06-01 DOI: 10.2478/jee-2023-0027
David Rau, Tomáš Vršanský
Abstract This paper focuses on optimizing the propulsion system, specifically the control aspect. It presents the design of a sensorless inverter with field-oriented control for BLDC motors, primarily intended for copters. The theoretical part covers motor modeling and the design of the control structure, employing field-oriented control and a sensorless approach using back-electromotive force observer to estimate the rotor position. The physical implementation of the control system is based on an electronic inverter with two logical components. The control component utilizes a microprocessor for FOC control and incorporates memory, sensor systems, and peripherals. The power component ensures controlled energy transfer through complementary signals and feedback measurement. Communication between components and with the higher-level system, regarding control and configuration, is also addressed. Finally, the inverter underwent testing on a measurement platform and during copter flights. The measurements focused on motor speed estimation and control performance under load and no-load conditions. The assessment concludes with trust scaling and temperature measurements of the inverter.
摘要本文主要研究推进系统的优化,特别是控制方面的优化。它提出了一种无传感器逆变器与磁场定向控制的无刷直流电机的设计,主要用于直升机。理论部分包括电机建模和控制结构设计,采用磁场定向控制和利用反电动势观测器估计转子位置的无传感器方法。控制系统的物理实现是基于一个带有两个逻辑组件的电子逆变器。控制组件利用微处理器进行FOC控制,并集成存储器、传感器系统和外设。功率组件通过互补信号和反馈测量确保可控的能量传递。还讨论了组件之间以及与高层系统之间关于控制和配置的通信。最后,逆变器在测量平台和直升机飞行期间进行了测试。测量的重点是电机的转速估计和控制性能在负载和空载条件下。最后对逆变器进行了信任度缩放和温度测量。
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引用次数: 0
Pulse diffraction by a circular dielectric cylinder 圆形介质圆柱体的脉冲衍射
IF 0.8 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-06-01 DOI: 10.2478/jee-2023-0025
V. Tabatadze, O. Drobakhin, K. Karaçuha
Abstract In this article, the periodic pulse diffraction from the circular dielectric object radiated by the horn antenna is investigated and experimental verification is provided. The pulse spectrum with Hamming weight function (Hamming window) form occupies the frequency band of 38 – 52 GHz. The problem is solved using the Method of Auxiliary Sources, and the results of the computer simulation are obtained. The fundamental advantage of the method is to eliminate the singularity problem during the solution of the integral equation obtained by boundary conditions on each scatterer. The comparison is done with the experimental data, which shows good agreement between the simulation outcomes and the experimental ones. The correctness of the determination of the electric size of the object by the analysis of the scattered pulse echo serves as the verification of the approach. The outcomes reveal that less than a 3% deviation is observed between numerical and experimental analysis.
摘要本文研究了喇叭天线辐射圆形介质物体的周期脉冲衍射,并进行了实验验证。汉明权函数(汉明窗)形式的脉冲频谱占据38 ~ 52 GHz频段。采用辅助源法解决了这一问题,并得到了计算机仿真结果。该方法的根本优点是消除了由各散射体的边界条件求得的积分方程在求解过程中的奇异性问题。并与实验数据进行了比较,仿真结果与实验结果吻合较好。利用散射脉冲回波分析确定目标电尺寸的正确性验证了该方法的有效性。结果表明,数值分析与实验分析的偏差小于3%。
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引用次数: 3
Detecting abnormal behavior in megastore for intelligent surveillance through 3D deep convolutional model 利用三维深度卷积模型检测超大仓库异常行为,实现智能监控
IF 0.8 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-06-01 DOI: 10.2478/jee-2023-0020
Mohd. Aquib Ansari, D. Singh, V. Singh
Abstract The use of neural networks in a range of academic and scientific pursuits has introduced a great interest in modeling human behavior and activity patterns to recognize particular events. Various methods have so far been proposed for building expert vision systems to understand the scene and draw true semantic inferences from the observed dynamics. However, classifying abnormal or unusual activities in real-time video sequences is still challenging, as the details in video sequences have a time continuity constraint. A cost-effective approach is still demanding and so this work presents an advanced three-dimensional convolutional network (A3DConvNet) for detecting abnormal behavior of persons by analyzing their actions. The network proposed is 15 layers deep that uses 18 convolutional operations to effectively analyze the video contents and produces spatiotemporal features. The integrated dense layer uses these features for the efficient learning process and the softmax layer is used as the output layer for labeling the sequences. Additionally, we have created a dataset that carries video clips to represent abnormal behaviors of humans in megastores/shops, which is a consequent contribution of this paper. The dataset includes five complicated activities in the shops/megastores: normal, shoplifting, drinking, eating, and damaging. By analyzing human actions, the proposed algorithm produces an alert if anything like abnormalities is found. The extensive experiments performed on the synthesized dataset demonstrate the effectiveness of our method, with achieved accuracy of up to 90.90%.
摘要神经网络在一系列学术和科学研究中的应用,引起了人们对建模人类行为和活动模式以识别特定事件的极大兴趣。到目前为止,已经提出了各种方法来构建专家视觉系统,以理解场景并从观察到的动态中得出真正的语义推断。然而,由于视频序列中的细节具有时间连续性约束,因此对实时视频序列中异常或不寻常活动进行分类仍然具有挑战性。一种成本效益高的方法仍然很高,因此这项工作提出了一种先进的三维卷积网络(A3DConvNet),用于通过分析人们的行为来检测他们的异常行为。所提出的网络深度为15层,使用18个卷积运算来有效分析视频内容并产生时空特征。集成密集层将这些特征用于有效的学习过程,并且softmax层被用作标记序列的输出层。此外,我们创建了一个数据集,其中包含视频片段,以表示大型商店/商店中人类的异常行为,这是本文的后续贡献。该数据集包括商店/大型商店中的五种复杂活动:正常、商店行窃、饮酒、饮食和破坏。通过分析人类行为,如果发现任何类似的异常情况,所提出的算法就会发出警报。在合成数据集上进行的大量实验证明了我们方法的有效性,实现了高达90.90%的准确率。
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引用次数: 0
On adding security to RLL - LDPC CCSDS codes without additional redundancy 在没有额外冗余的情况下增加RLL - LDPC CCSDS代码的安全性
IF 0.8 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-06-01 DOI: 10.2478/jee-2023-0024
P. Farkaš
Abstract In this paper it is presented that security can be added to three RLL LDPC codes specified by the Consultative Committee for Space Data Systems codes without additional redundancy and if some round conditions are valid, this can be done without the necessity to change the encoding and decoding procedures. The concept for obtaining lightweight security could be of interest for space communication, for communication in IoT or other networks in which the nodes are resource constrained.
摘要本文提出,在没有额外冗余的情况下,可以将安全性添加到空间数据系统协商委员会指定的三个RLL-LDPC代码中,如果某些舍入条件有效,则无需改变编码和解码程序。获得轻量级安全性的概念可能对空间通信、物联网或其他节点受资源约束的网络中的通信感兴趣。
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引用次数: 0
Effective deep learning-based channel state estimation and signal detection for OFDM wireless systems 基于深度学习的OFDM无线系统信道状态估计与信号检测
IF 0.8 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-06-01 DOI: 10.2478/jee-2023-0022
Hassan A. Hassan, M. A. Mohamed, M. Essai, Hamada Esmaiel, Ahmed S. A. Mubarak, O. Omer
Abstract Deep learning (DL) algorithms can enhance wireless communication system efficiency and address numerous physical layer challenges. Channel state estimation (CSE) and signal detection (SD) are essential parts of improving the performance of an OFDM wireless system. In this context, we introduce a DL model as an effective alternative for implicit CSE and SD over Rayleigh fading channels in the OFDM wireless system. The DL model is based on the gated recurrent unit (GRU) neural network. The proposed DL GRU model is trained offline using the received OFDM signals related to the transmitted data symbols and added pilot symbols as inputs. Then, it is implemented online to accurately and directly detect the transmitted data. The experimental results using the metric parameter of symbol error rate show that, the proposed DL GRU-based CSE/SD provides superior performance compared with the traditional least square and minimum mean square error estimation methods. Also, the trained DL GRU model exceeds the existing DL channel estimators. Moreover, it provides the highest CSE/SD quality with fewer pilots, short/null cyclic prefixes, and without prior knowledge of the channel statistics. As a result, the proposed DL GRU model is a promising solution for CSE/SD in OFDM wireless communication systems.
深度学习(DL)算法可以提高无线通信系统的效率,解决许多物理层挑战。信道状态估计(CSE)和信号检测(SD)是提高OFDM无线系统性能的关键部分。在这种情况下,我们引入了一种DL模型,作为OFDM无线系统中瑞利衰落信道上隐式CSE和SD的有效替代方案。DL模型基于门控循环单元(GRU)神经网络。采用接收到的与传输数据符号相关的OFDM信号并添加导频符号作为输入,离线训练DL GRU模型。然后,在线实现对传输数据的准确、直接检测。以符号错误率为度量参数的实验结果表明,与传统的最小二乘和最小均方误差估计方法相比,本文提出的基于DL gru的CSE/SD方法具有更好的性能。此外,训练后的深度学习GRU模型优于现有的深度学习信道估计器。此外,它提供了最高的CSE/SD质量,较少的导频,短/空循环前缀,并且不需要事先了解信道统计信息。因此,所提出的DL - GRU模型是OFDM无线通信系统中CSE/SD的一种很有前途的解决方案。
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引用次数: 2
Mutually coupled CG-CS current reuse low noise amplifier architecture for 4 – 14 GHz frequency 用于4–14 GHz频率的相互耦合CG-CS电流重用低噪声放大器架构
IF 0.8 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-06-01 DOI: 10.2478/jee-2023-0023
Dheeraj Kalra, Vishal Goyal, Manish Kumar, M. Srivastava
Abstract The current research paper presents a design of a mutually coupled cascode Common Gate Common Source (CG-CS) Low Noise Amplifier (LNA) using current reuse technique. The proposed design provides a significant improvement in the gain and noise performance of the LNA, while also reducing power consumption. Mutually coupled inductors help in reducing the size of the circuit while transformer connected at the output provide output impedance matching. Proposed LNA simulated for the 4–14 GHz RF frequency. Mathematical analysis of proposed LNA has been analyzed using the small signal model henceforth input impedance; gain and Noise Figure (NF) have been derived from it. The design and simulation results show that the proposed LNA design with current reuse technique achieved a maximum gain of 17.87 dB, minimum NF of 5.45 dB, and input reflection coefficient less than –10 dB for the 10 GHz bandwidth. These results indicate a significant improvement in the overall performance of the LNA compared to conventional designs as Figure of Merit (FoM) is 17.34.
摘要当前的研究论文提出了一种利用电流复用技术设计的互耦共栅共栅共源低噪声放大器。所提出的设计显著提高了LNA的增益和噪声性能,同时还降低了功耗。相互耦合的电感器有助于减小电路的尺寸,而连接在输出端的变压器提供输出阻抗匹配。针对4–14 GHz射频频率模拟的拟议LNA。使用小信号模型对所提出的LNA进行了数学分析,此后输入阻抗;设计和仿真结果表明,采用电流复用技术设计的低噪声放大器在10GHz带宽下,最大增益为17.87dB,最小噪声系数为5.45dB,输入反射系数小于-10dB。这些结果表明,与传统设计相比,LNA的总体性能显著提高,因为优良系数(FoM)为17.34。
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引用次数: 0
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Journal of Electrical Engineering-elektrotechnicky Casopis
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