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A low-loss dual-band bandpass filter using open-loop stepped-impedance resonators and spur-lines for sub-6 GHz 5G mobile communications 采用开环阶跃阻抗谐振器和激励线的低损耗双带带通滤波器,用于6ghz以下的5G移动通信
Q3 Engineering Pub Date : 2023-01-01 DOI: 10.3934/electreng.2023014
Rachida Boufouss, Abdellah Najid

This article presents the design of a low-loss microstrip dual-band bandpass filter with improved inter-band isolation and selectivity for 5G sub-6 GHz mobile communications. The proposed filter utilizes the two first resonance mode frequencies provided by the stepped-impedance resonator to generate its two passbands at 3.6 GHz and 3.5 GHz, and spur-lines located before the input/output ports to improve the isolation and selectivity between passbands. The filter is designed using an RT/Duroid 5870 substrate with a relative permittivity of 2.33 and a thickness of 0.79 mm, manufactured and tested to validate the proposed design. The experimental results show that the filter operates at 3.61 GHz and 5.51 GHz with a 3-dB fractional bandwidth of 12.74% and 16.7%, respectively. Insertion losses at the two passbands center frequencies are 0.6 dB and 0.9 dB. In addition, the proposed filter has the advantage of covering the licensed and unlicensed 5G bands and provides a simple structure without using vias or DGS structures.

本文设计了一种低损耗微带双带通滤波器,提高了5G sub-6 GHz移动通信的带间隔离和选择性。该滤波器利用阶跃阻抗谐振器提供的两个第一共振模式频率来产生3.6 GHz和3.5 GHz的两个通带,并在输入/输出端口前设置激励线,以提高通带之间的隔离性和选择性。该滤波器采用RT/Duroid 5870衬底设计,相对介电常数为2.33,厚度为0.79 mm,并进行了制造和测试以验证所提出的设计。实验结果表明,该滤波器工作频率分别为3.61 GHz和5.51 GHz, 3db分数带宽分别为12.74%和16.7%。两个通带中心频率处的插入损耗分别为0.6 dB和0.9 dB。此外,所提出的滤波器具有覆盖许可和未许可5G频段的优点,并且提供了简单的结构,无需使用过孔或DGS结构。
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引用次数: 0
LSTM projected layer neural network-based signal estimation and channel state estimator for OFDM wireless communication systems 基于LSTM投影层神经网络的OFDM无线通信系统信号估计与信道状态估计
Q3 Engineering Pub Date : 2023-01-01 DOI: 10.3934/electreng.2023011
Sebin J Olickal, R. Jose
Advanced wireless communication technologies, such as 5G, are faced with significant challenges in accurately estimating the transmitted signal and characterizing the channel. One of the major obstacles is the interference caused by the delay spread, which results from receiving multiple signal copies through different paths. To mitigate this issue, the orthogonal frequency division modulation (OFDM) technique is often employed. Efficient signal detection and optimal channel estimation are crucial for enhancing the performance of multi-carrier wireless communication systems. To this end, this paper proposes a Long Short Term Memory-Projected Layer (LSTM-PL) deep neural network(DNN) based channel estimator to detect received OFDM signal. The results show that the LSTM-PL algorithm outperforms traditional methods such as Least Squares(LS), Minimum Mean Square Error (MMSE) and other LSTM deep learning channel estimation methods like Long Short Term Memory(LSTM)-DNN and Bidirectional-LSTM(Bi-LSTM)-DNN, as evidenced by Symbol-Error Rate (SER) outcomes.
先进的无线通信技术,如5G,在准确估计传输信号和表征信道方面面临着重大挑战。其中一个主要的障碍是由于通过不同的路径接收多个信号副本而产生的延迟传播所引起的干扰。为了缓解这一问题,通常采用正交频分调制(OFDM)技术。有效的信号检测和最优信道估计是提高多载波无线通信系统性能的关键。为此,本文提出了一种基于长短期记忆-投影层(LSTM-PL)深度神经网络(DNN)的信道估计器来检测接收到的OFDM信号。结果表明,LSTM- pl算法优于传统方法,如最小二乘(LS)、最小均方误差(MMSE)和其他LSTM深度学习信道估计方法,如长短期记忆(LSTM)-DNN和双向LSTM(Bi-LSTM)-DNN,这一点得到了符号错误率(SER)结果的证明。
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引用次数: 1
Enhancing sensor linearity through the translinear circuit implementation of piecewise and neural network models 通过分段和神经网络模型的跨线性电路实现增强传感器线性度
Q3 Engineering Pub Date : 2023-01-01 DOI: 10.3934/electreng.2023012
Sundararajan Seenivasaan, Naduvil Madhusoodanan Kottarthil
The performance of the control system relies on the linearity of the sensor, which can be influenced by various factors such as aging and alterations in material properties. However, current sensor linearization techniques, such as utilizing neural networks and piecewise regression models in the digital domain, suffer from issues like errors, excessive power consumption, and slow response times. To address these constraints, this investigation employs a translinear based analog circuit to realize neural networks and piecewise regression models for the purpose of linearizing the selected sensors. A conventional feed-forward back propagation network is constructed and trained using the Levenberg-Marquardt algorithm. The developed linearization algorithm is implemented using a translinear circuit, where the trained weights, biases, and sensor output are fed as input current sources into the current-mode circuit. Further in this work, the piecewise regression model is designed and implemented using a translinear circuit and the breakpoint is determined using 'R' language. The simulation results indicate that the implementation of the current-mode circuit with metal-oxide-semiconductor field-effect transistors (MOSFETs) for the neural network algorithm leads to a substantial reduction in full-scale error as compared to the piecewise current mode model. Additionally, a performance analysis was conducted to compare the utilization of current-mode circuits with digital approaches for the linearization of sensors. The proposed translinear implementation surpasses the other researcher's work by delivering notable results. It showcases a significant improvement in linearity, ranging from 60% to 80%, for the selected sensors. Furthermore, the proposed implementation excels not only in linearity but also in terms of both response speed and power consumption. The improvement in the linearity of the sensor can be enhanced further by replacing the MOSFETs with bipolar transistors or any versatile materials such as gallium arsenide or gallium nitride-based transistors.
控制系统的性能依赖于传感器的线性度,而线性度会受到各种因素的影响,如老化和材料性能的变化。然而,目前的传感器线性化技术,如在数字领域利用神经网络和分段回归模型,存在诸如误差、过度功耗和慢响应时间等问题。为了解决这些限制,本研究采用基于跨线性的模拟电路来实现神经网络和分段回归模型,以线性化所选传感器。利用Levenberg-Marquardt算法构造了一个传统的前馈反向传播网络并进行了训练。所开发的线性化算法使用一个跨线性电路实现,其中训练的权重、偏置和传感器输出作为输入电流源馈送到电流模式电路中。在这项工作的进一步,分段回归模型的设计和实现使用一个跨线性电路和断点确定使用'R'语言。仿真结果表明,与分段电流模式模型相比,利用金属氧化物半导体场效应晶体管(mosfet)实现神经网络算法的电流模式电路大大降低了全尺寸误差。此外,还进行了性能分析,以比较电流模式电路与数字方法对传感器线性化的利用。提出的跨线性实现通过提供显着的结果超越了其他研究人员的工作。它显示了所选传感器的线性度的显着改善,范围从60%到80%。此外,提出的实现不仅在线性方面,而且在响应速度和功耗方面都很好。通过用双极晶体管或任何通用材料(如砷化镓或氮化镓基晶体管)取代mosfet,可以进一步提高传感器的线性度。
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引用次数: 0
Sliding mode control rotor flux MRAS based speed sensorless induction motor traction drive control for electric vehicles 基于滑模控制转子磁链MRAS的电动汽车无速度传感器感应电动机牵引驱动控制
Q3 Engineering Pub Date : 2023-01-01 DOI: 10.3934/electreng.2023019
Saqib J Rind, Saba Javed, Yawar Rehman, Mohsin Jamil

Climate change has highlighted a need to transition to more sustainable forms of transportation. Electric vehicles (EVs) and hybrid electric vehicles (HEVs) offer a promising alternative to conventional gasoline powered vehicles. However, advancements in power electronics and advanced control systems have made the implementation of high performance traction drives for EVs and HEVs easy. In this paper, a novel sliding mode control model reference adaptive system (SMC-MRAS) speed estimator in traction drive control application is presented. However, due to the unpredictable operational uncertainties of the machine parameters and unmodelled non-linear dynamics, the proportional-integral (PI)-MRAS may not produce a satisfactory performance. The Proposed estimator eliminates the PI controller employed in the conventional MRAS. This method utilizes two loops and generates two different error signals from the rotor flux and motor torques. The stability and dynamics of the SMC law are obtained through the Lyapunov theory. The potential of the proposed SMC-MRAS methodology is simulated and experimentally validated for an electric vehicle application. Matlab-Simulink environment is developed and proposed scheme is employed on indirect vector control method. However, for the experimental validation, the dSPACE 4011 R &amp; D controller board was utilized. Furthermore, the SMC-MRAS performance is differentiated with PI-MRAS for speed regulation performance, tracking and estimation error, as well as the fast minimization of the error signal. The results of the proposed scheme illustrate the enhanced speed estimation, load disturbance rejection ability and fast error dynamics.

气候变化凸显了向更可持续的交通方式过渡的必要性。电动汽车(ev)和混合动力汽车(hev)为传统汽油动力汽车提供了一种很有前途的替代方案。然而,电力电子技术和先进控制系统的进步使得电动汽车和混合动力汽车的高性能牵引驱动器的实施变得容易。提出了一种新的滑模控制模型参考自适应系统(SMC-MRAS)速度估计器在牵引传动控制中的应用。然而,由于机器参数的不可预测的操作不确定性和未建模的非线性动力学,比例积分(PI)-MRAS可能不能产生令人满意的性能。该估计器消除了传统MRAS中使用的PI控制器。该方法利用两个回路产生转子磁链和电机转矩两种不同的误差信号。利用李亚普诺夫理论得到了SMC律的稳定性和动力学性质。提出的SMC-MRAS方法的潜力进行了模拟和实验验证,用于电动汽车的应用。开发了Matlab-Simulink环境,并将该方案应用于间接矢量控制。然而,为了进行实验验证,dSPACE 4011 R &采用D控制器板。此外,SMC-MRAS性能与PI-MRAS性能在调速性能、跟踪和估计误差以及误差信号的快速最小化方面有所不同。结果表明,该方案具有较强的速度估计能力、抗负载干扰能力和较快的误差动态特性。
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引用次数: 0
Peculiarities of the radiated field in the vicinity of a mobile terminal connected to 4G versus 5G networks during various applications usage 在各种应用使用期间,连接到4G与5G网络的移动终端附近的辐射场的特性
Q3 Engineering Pub Date : 2022-01-01 DOI: 10.3934/electreng.2022010
S. Miclaus, D. Deaconescu, D. Vatamanu, A. Buda, A. Sârbu, Bogdan Pindaru
Realistic human exposures to radiation emitted by a mobile terminal connected to either a 5G network (sub-6 GHz) or to a 4G network have been scarcely assessed till now. Present experimental work aimed at comparing the radiated field in air, in a single point situated at 10 cm from a mobile phone when running a set of 5 mobile applications in the two communication standards. The time-evolution of the electric field strength in air near the terminal during 25 s of use was recorded by an original method, together with the data rate of transmission. The emitted power density dynamics, its statistics, its slope of accumulation after the usage period and its average value per transmitted bit are analyzed and compared between all the situations. The peculiarities are emphasized and they are proved to depend on the communication standard and on the mobile application.
到目前为止,人们对连接5G网络(低于6 GHz)或4G网络的移动终端发出的辐射的实际暴露程度几乎没有评估。目前的实验工作旨在比较在两种通信标准下运行一组5个移动应用程序时,在距离移动电话10厘米的单点上的空气辐射场。用原始方法记录了终端附近空气中电场强度在25s内的时间演化,并记录了数据传输速率。分析比较了各种情况下的发射功率密度动态、统计、使用周期后的累积斜率和每传输位的平均值。强调了这些特性,并证明了这些特性取决于通信标准和移动应用。
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引用次数: 4
Genetically engineered tri-band microstrip antenna with improved directivity for mm-wave wireless application 改良了毫米波无线应用指向性的基因工程三波段微带天线
Q3 Engineering Pub Date : 2022-01-01 DOI: 10.3934/electreng.2022001
Arebu Dejen, J. Jayasinghe, M. Ridwan, J. Anguera
Multi-band microstrip patch antennas are convenient for mm-wave wireless applications due to their low profile, less weight, and planar structure. This paper investigates patch geometry optimization of a single microstrip antenna by employing a binary coded genetic algorithm to attain triple band frequency operation for wireless network application. The algorithm iteratively creates new models of patch surface, evaluates the fitness function of each individual ranking them and generates the next set of offsprings. Finally, the fittest individual antenna model is returned. Genetically engineered antenna was simulated in ANSYS HFSS software and compared with the non-optimized reference antenna with the same dimensions. The optimized antenna operates at three frequency bands centered at 28 GHz, 40 GHz, and 47 GHz whereas the reference antenna operates only at 28 GHz with a directivity of 6.8 dB. Further, the test result exhibits broadside radiation patterns with peak directivities of 7.7 dB, 12.1 dB, and 8.2 dB respectively. The covered impedance bandwidths when S11$ leq $-10 dB are 1.8 %, 5.5 % and 0.85 % respectively.
多波段微带贴片天线由于其外形小、重量轻、结构平坦等特点,为毫米波无线应用提供了方便。本文采用二进制编码遗传算法研究了单微带天线的贴片几何优化,以实现无线网络应用中的三频段频率运行。该算法迭代地创建新的斑块表面模型,评估每个个体的适应度函数,对它们进行排序,并生成下一组后代。最后,返回最适合的单个天线模型。利用ANSYS HFSS软件对基因工程天线进行了仿真,并与未优化的相同尺寸参考天线进行了比较。优化后的天线工作在28 GHz、40 GHz和47 GHz三个频段,而参考天线仅工作在28 GHz,指向性为6.8 dB。此外,测试结果显示出宽侧辐射模式,峰值方向性分别为7.7 dB, 12.1 dB和8.2 dB。S11 $ leq $ -10 dB时的覆盖阻抗带宽为1.8 %, 5.5 % and 0.85 % respectively.
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引用次数: 6
Smart deployment of energy storage and renewable energy sources for improving distribution system efficacy 智能部署储能和可再生能源,以提高配电系统的效率
Q3 Engineering Pub Date : 2022-01-01 DOI: 10.3934/electreng.2022024
S. Patnaik, M. Nayak, M. Viswavandya
Climate change, global warming, the depletion of fossil fuels, and rising energy demand are the main forces behind the increase in renewable energy sources. However, the unpredictability of power output from these renewable energy sources presents distribution system integration issues such as limited feeder capacity, unstable voltage, and network power loss. This study analyses the African vulture optimisation algorithm to determine the best allocation of distribution generators, with an emphasis on reducing the ageing of distribution transformers and delaying investment in feeders. The optimization technique provides faster global convergence and outperforms existing bio-inspired algorithms verified with benchmark uni-modal functions as a result of a larger crossover between the exploration and exploitation phases. The key aim is to decrease active power loss while simultaneously enhancing security margin and voltage stability. The IEEE 69-bus RDS system is utilised to validate the case studies for appropriate allocation of photovoltaic, wind turbine generation, and battery energy storage systems units, as well as offering the ideal energy management approach. During simulation, uncertainty on the characteristics of renewable energy source is accounted for. The results demonstrate the efficacy of the proposed algorithm with a substantial improvement in voltage profile, the benefit of lower CO2 emissions, an increase in security margin of up to 143%, and the advantage of extending the feeder investment deferral period by more than 50 years. In addition, the distribution transformer ageing acceleration factor improves significantly in the case of an increase in load demand.
气候变化、全球变暖、化石燃料枯竭和能源需求上升是可再生能源增长背后的主要力量。然而,这些可再生能源的电力输出的不可预测性提出了配电系统集成问题,如有限的馈线容量、不稳定的电压和网络功率损失。本研究分析了非洲秃鹫优化算法,以确定配电发电机的最佳配置,重点是减少配电变压器的老化和延迟馈线的投资。该优化技术提供了更快的全局收敛性,并且优于现有的生物启发算法,该算法经过基准单模态函数验证,结果是勘探和开发阶段之间有更大的交叉。关键目标是在降低有功功率损耗的同时,提高安全裕度和电压稳定性。IEEE 69总线RDS系统用于验证光伏发电、风力发电和电池储能系统单元的适当分配的案例研究,并提供理想的能源管理方法。在仿真过程中,考虑了可再生能源特性的不确定性。结果表明,该算法的有效性,显著改善了电压分布,降低了二氧化碳排放,安全裕度提高了143%,并将馈线投资延迟期延长了50年以上。此外,在负荷需求增加的情况下,配电变压器老化加速系数显著提高。
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引用次数: 0
An IoT based Ayurvedic approach for real time healthcare monitoring 基于物联网的阿育吠陀方法,用于实时医疗监控
Q3 Engineering Pub Date : 2022-01-01 DOI: 10.3934/electreng.2022020
Sanjay Dubey, M. Chinnaiah, I. A. Pasha, K. Sai Prasanna, V. Praveen Kumar, R. Abhilash
Pulse diagnosis, also known as Nadi Pariksha, is one of the various diagnostic modalities used in Ayurveda. Nadi Pariksha is a way of determining the underlying cause of a sickness that needs extensive knowledge of the Tridosha signals (i.e. Vata, Pitta and Kapha), as well as the peculiarities of each pulse signal and their relationship to each dominant signal. A Nadi expert can gain a sense of the patient's health status by using this approach and then provide treatment based on that information. In the present day, the health monitoring of people has become an essential requirement. A system which keeps track of the patient's health and continuously captures pulse signals will be helpful. In this work a healthcare monitoring system that uses sensors was developed, and the analysis of Vata, Pitta and Kapha for various patients is discussed, as well as the uploading of the same data to a self-made IoT cloud. The mean values of Vata, Pita and Kapha were compared for different age groups; we found that it is more significant for the age group of 41‒50.
脉搏诊断,也被称为Nadi Pariksha,是阿育吠陀使用的各种诊断方式之一。Nadi Pariksha是一种确定疾病潜在原因的方法,需要广泛了解Tridosha信号(即Vata, Pitta和Kapha),以及每个脉冲信号的特性及其与每个主导信号的关系。通过使用这种方法,Nadi专家可以了解患者的健康状况,然后根据这些信息提供治疗。在当今社会,对人们的健康监测已经成为一种必不可少的要求。一个跟踪病人健康状况并持续捕捉脉搏信号的系统将会很有帮助。在这项工作中,开发了一个使用传感器的医疗监控系统,并讨论了各种患者的Vata, Pitta和Kapha分析,以及将相同的数据上传到自制的物联网云。比较不同年龄组Vata、Pita、Kapha的平均值;我们发现,这在41-50岁年龄组更为显著。
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引用次数: 0
Design of electromagnetic cloak with sequentially connected rectangular split ring resonators for S-band applications s波段用矩形分环谐振器序接电磁斗篷的设计
Q3 Engineering Pub Date : 2022-01-01 DOI: 10.3934/electreng.2022023
K. Srilatha, B. Madhav, J. Krishna, Y. V. N. R. Swamy Banothu, A. Badisa
An electromagnetic (EM) invisible cloak is designed and analyzed with serially interconnected split ring resonators (SRRs). The cloak consists of an array of a network of split ring resonators which operates at a 3 GHz resonating frequency. The split ring resonators are connected with transmission line and are wrapped around the cylindrical object. Cloak coupled with EM waves gets transferred around the cylindrical object and received to the other side of transmission. Scattering cross section (SCS) is analyzed for both cases, which results in the effect of resonance. The total scattering cross section of the cloaked object is reduced by using SRRs. The simulated and measured results are in great agreement with each other. The transmission-line-connected SRR cloak is useful for S-band applications specifically at 3 GHz resonance.
设计并分析了一种采用分环谐振器串联的电磁隐形斗篷。该斗篷由一组分裂环谐振器网络组成,其工作频率为3ghz。分环谐振器与传输线连接,并缠绕在圆柱形物体上。与电磁波耦合的斗篷在圆柱形物体周围传输,并被接收到传输的另一侧。对两种情况下的散射截面(SCS)进行了分析。利用SRRs减小了被遮蔽物体的总散射截面。仿真结果与实测结果吻合较好。传输线连接的SRR斗篷对于s波段应用非常有用,特别是在3ghz共振下。
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引用次数: 1
Analysis of over current relay and hybrid filter including the utilization of SFCL in a distribution network with DG 过电流继电器和混合滤波器的分析,包括SFCL在DG配电网中的应用
Q3 Engineering Pub Date : 2022-01-01 DOI: 10.3934/electreng.2022006
S. Dhara, P. Sadhu, A. Shrivastav
Recently, as technology advances, demand for electrical energy has increased at an unprecedented rate in the power system network. With the growing importance of renewable energy assets and the global expansion of distributed generation (DG) efficiency, grid fault analysis is critical for increasing the efficiency and resilience of the power system. Apart from fault current, the interconnection of distributed generators in the distribution network results in an increase in system harmonics, as well as a halt in the operation of the overcurrent relay due to backward directed fault current. However, since the SFCL is considered to be more effective when used with distributed generators, the investigation of a protective relay due to the employment of SFCL is particularly necessary as a substitute strategy for limiting fault current in the distribution network. Additionally, many electrical customers continually require quality control, depending on the quality of the grid power it delivers and the performance of the terminal device. However, a variety of external and internal variables have an effect on the quality of energy delivered to the end consumer. Itos similar to fluctuations in tension and frequency, as well as failures. Such power quality concerns erode equipmentos long-term capability and performance. These concerns should be addressed in terms of harmonic reduction via the use of hybrid filtering in order to maximise the efficacy of consumer goods and overall device output. This study proposes a control strategy for the filter to eliminate harmonics and a rectification method for the overcurrent relay employing voltage components for the purpose of applying SFCL, as well as the notion of DG, in a power distribution framework. To validate the suggested approach, a malfunction with an overcurrent relay was simulated using a combination of DG and SFCL. The MATLAB/SIMULINK environment is used to simulate the desired control strategy and see the result.
近年来,随着技术的进步,电力系统对电能的需求以前所未有的速度增长。随着可再生能源资产的日益重要和分布式发电(DG)效率的全球扩张,电网故障分析对于提高电力系统的效率和弹性至关重要。除故障电流外,配电网中分布式发电机的互联会导致系统谐波增加,也会因反向故障电流导致过流继电器停止运行。然而,由于SFCL被认为在与分布式发电机一起使用时更有效,因此研究由于使用SFCL而产生的保护继电器作为限制配电网故障电流的替代策略是特别必要的。此外,许多电力客户不断要求质量控制,这取决于它提供的电网电力的质量和终端设备的性能。然而,各种外部和内部变量对交付给最终消费者的能源质量有影响。它类似于张力和频率的波动,以及故障。这种电能质量问题会侵蚀设备的长期能力和性能。这些问题应该通过使用混合滤波在谐波减少方面得到解决,以便最大限度地提高消费品和整体设备输出的效率。本研究提出了一种滤波器的控制策略,以消除谐波,并为使用电压元件的过流继电器提供整流方法,以便在配电框架中应用SFCL,以及DG的概念。为了验证建议的方法,使用DG和SFCL的组合模拟了过流继电器的故障。利用MATLAB/SIMULINK环境对所需要的控制策略进行仿真,并查看结果。
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引用次数: 0
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AIMS Electronics and Electrical Engineering
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