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2020 12th International Conference on Electrical Engineering (ICEENG)最新文献

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An optimized Radio Modulation Classifier Using Deep Neural Network 基于深度神经网络的无线电调制分类器优化
Pub Date : 2020-07-01 DOI: 10.1109/ICEENG45378.2020.9171707
Ayman Emam, M. Shalaby, H. Mansour, H. A. Bakr, Mohamed A. Aboelazm
Automatic Modulation Classification (AMC) is vastly used in civilian and military equipment for instance; the signals in satellite, GSM, Wi-Fi…etc. The identification and handling of the features of these signals became more sophisticated due to the predominating progression of modern communication technology mainly in the past decade. In the last few years, researchers have begun to study the use of Deep Neural Network (DNN) to identify different types of modulation, and by using it the task has become easier, and we can get a significant improvement in the classification performance compared to many traditional methods. In this paper an automatic modulation Classification model is proposed where deep learning is used to classify different types of modulation at different signal to noise ratios (SNRs), where we optimize the conventional convolutional neural network (CNN) architecture of O’Shea (2016) [1] by selecting the values of the CNN hyperparameters that result in obtaining the best accuracy for each SNR. The optimized model uses CNN4 that increases recognition accuracy of radio modulation over O’Shea’s mode.
例如,自动调制分类(AMC)广泛应用于民用和军用设备;卫星、GSM、Wi-Fi等的信号。由于近十年来现代通信技术的飞速发展,对这些信号特征的识别和处理变得更加复杂。近年来,研究人员开始研究使用深度神经网络(Deep Neural Network, DNN)来识别不同类型的调制,使用它可以使任务变得更加容易,并且与许多传统方法相比,我们可以在分类性能上得到显着提高。本文提出了一种自动调制分类模型,其中使用深度学习对不同信噪比(SNR)下的不同类型调制进行分类,通过选择CNN超参数的值来优化O’shea(2016)[1]的传统卷积神经网络(CNN)架构,从而获得每个信噪比的最佳精度。优化后的模型采用了CNN4,在O’shea模式的基础上提高了无线电调制的识别精度。
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引用次数: 1
An Automated Evaluation System for Medical Equipment Based on Standardization 基于标准化的医疗设备自动评估系统
Pub Date : 2020-07-01 DOI: 10.1109/ICEENG45378.2020.9171738
M. N. Gaber, N. Saleh, A. A. Mohamed Eldosoky, A. Soliman
Medical equipment is the main important part of the healthcare services system. Efficiently purchasing such a critical issue is a challenge. Time, effort, and expenses are spent to select the most appropriate required medical equipment. Also, this selection may not do in the best way. Therefore, planning for a public tender is essential to select the most appropriate required medical equipment. In this paper, an automated evaluation system based on standardization to select the most appropriate medical equipment from presented offers is presented. The Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method is used to evaluate the offers of medical equipment considering its resultant scores. Further, a software program is designed and implemented to evaluate the offers in terms of general, technical, and financial criteria. Each criterion has a set of evaluation points. A score index is generated for each criterion separately. The Emergency Care Research Institute (ECRI) is selected to be the technical reference for medical equipment specifications. In application, a set of medical imaging equipment such as X-Ray, Computed Tomography (CT), MRI, and ultrasound are used to test the software program. The results demonstrate a convenient utilization of the program considering the goal of this study. To improve the healthcare services in hospitals, the automated evaluation system based on standardization presents an automated platform to introduce, evaluate, and rank the offers of medical equipment.
医疗设备是医疗卫生服务体系的重要组成部分。有效地购买这样一个关键的问题是一个挑战。花费时间、精力和费用来选择最合适的所需医疗设备。此外,这种选择可能不是最好的方式。因此,规划公开招标对于选择最合适的所需医疗设备至关重要。本文提出了一种基于标准化的医疗设备自动评估系统,用于从报价中选择最合适的医疗设备。采用TOPSIS (Order Preference Technique by Similarity to Ideal Solution)方法,根据所得分数对医疗设备的报价进行评估。此外,一个软件程序的设计和实施,以评估报价的一般,技术和财务标准。每个标准都有一组评估点。为每个标准分别生成一个分数索引。选择紧急护理研究所(ECRI)作为医疗设备规范的技术参考。在应用中,一套医学成像设备,如x射线,计算机断层扫描(CT),核磁共振成像和超声波被用来测试软件程序。结果表明,考虑到本研究的目标,该程序的使用方便。为了提高医院的医疗服务质量,基于标准化的自动化评估系统提供了一个自动化的平台,对医疗设备的报价进行介绍、评估和排名。
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引用次数: 2
Generic Solution for Generating Towing Tank Carriage Linear Speed Profile Using Stepper Motor 用步进电机产生拖曳槽车直线速度曲线的通用解决方案
Pub Date : 2020-07-01 DOI: 10.1109/ICEENG45378.2020.9171712
Mouhamed Bennaya, Moutaz Abo El-Noor, S. Abdelkhalek
Towing tanks are widely used in measuring of hydrodynamic coefficients and study dynamics of marine vehicles at different operating conditions of motion and different geometry characteristics. In this paper, two stepper motors have been used to drive a towing tank carriage and Pulse Width Modulation (PWM) technique is used to control the speed of the towing carriage according to the speed profile calculated in advance depending on the required operating conditions of the test model. AVR microcontroller has been used to linearly control the speed of the stepper motors in three phases, accelerating from zero to its steady state speed, steady state speed and decelerating until stop. The proposed work makes any required speed profile easy to be obtained and fulfilled in real time, such as the profile needed for a single long acceleration phase throughout the most of the length of tank which is needed in the experimental work for added inertia measurement purpose. A general case to reach an assigned constant speed for hull drag measurements with two different phases of acceleration and deceleration is introduced.
拖曳槽被广泛用于测量船舶在不同运动工况和不同几何特性下的水动力系数和动力学研究。本文采用两台步进电机驱动拖曳罐车,并根据试验模型所需的工况,采用脉宽调制(Pulse Width Modulation, PWM)技术根据事先计算的速度曲线控制拖曳罐车的速度。采用AVR单片机对步进电机的速度进行了三个阶段的线性控制,从零加速到稳态速度,稳态速度,减速直到停止。所提出的工作使任何所需的速度曲线都易于获得并实时实现,例如在整个水箱大部分长度的单个长加速阶段所需的曲线,这是为了增加惯性测量目的而在实验工作中需要的。介绍了船体阻力测量在加减速两种不同阶段达到指定等速的一般情况。
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引用次数: 1
A Comparative Study for RNS Coding Scheme Performance in OFDM and SC-FDMA Systems OFDM和SC-FDMA系统中RNS编码方案性能的比较研究
Pub Date : 2020-07-01 DOI: 10.1109/ICEENG45378.2020.9171754
M. Khalifa, A. Emam, M. Youssef
The Residue Number System (RNS) used within Orthogonal Frequency Division Multiplex (OFDM) systems as a pre-coding stage to overcome the foreseen OFDM drawbacks including the high signal Peak-to-Average-Power-Ratio (PAPR), and the Inter-Carrier-Interference (ICI) noise. The RNS-OFDM system performance is compared to the Single-Carrier Frequency Division Multiple Access (SC-FDMA) communication system, where, in both techniques the signal PAPR is decreased through reducing the signal amplitude and the ICI noise is reduced through the need of less number of sub-carrier representations in the communication system. Consequently, the overall signal distortion and the Bit Error Rate (BER) is reduced and thus the received Signal-to-Noise Ratio (SNR) shall be improved. The paper analyzes and evaluates the RNS-OFDM and the SC-FDMA systems, through measuring the BER, PARR, and Carrier-Interference-Ratio (CIR) for both systems. Furthermore, the RNS coding is added to the SC-FDMA technique and the system performance is further evaluated.
正交频分复用(OFDM)系统中使用的残数系统(RNS)作为预编码阶段,以克服OFDM的缺点,包括高信号峰值与平均功率比(PAPR)和载波间干扰(ICI)噪声。将RNS-OFDM系统性能与单载波频分多址(SC-FDMA)通信系统进行比较,在这两种技术中,信号的PAPR通过降低信号幅度而降低,ICI噪声通过减少通信系统中子载波表示的数量而降低。从而降低整体信号失真和误码率,从而提高接收信噪比。本文通过测量RNS-OFDM和SC-FDMA系统的误码率、PARR和载波干扰比(CIR),对两种系统进行了分析和评价。在SC-FDMA技术中加入了RNS编码,并对系统性能进行了进一步评价。
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引用次数: 2
Controller Design for Micro Turbojet Engine 微型涡喷发动机控制器设计
Pub Date : 2020-07-01 DOI: 10.1109/ICEENG45378.2020.9171762
A. M. Shehata, M. Khalil, M. Ashry
Modern turbojet engines are controlled using digital controllers. First of all, the micro turbojet engine discrete model is identified. System identification technique utilized real data obtained from jet cat P200sx engine running experiments. Digital PID controllers are mostly used for controlling these engines. The tuning techniques for digital PID controller parameters are of a great interest. Two tuning techniques are used in this paper to tune the PID controller parameters for the discrete model obtained. In the first, model based local optimal control technique is used to tune the PID controller parameters around certain operating points along the whole range. This technique is used for the first time with the concerned engine. The gain scheduling is used to manage the controller parameters around these operating points. In the second technique, genetic algorithms are used at different operating points along the whole range of operation. Also, the gain scheduling is used to manage the controller parameters around these operating points. The two tuning techniques are compared in Matlab simulation environment. The comparison is based on each controller robustness against noise effect and disturbance rejection. The simulated results are discussed and show better behavior for the digital PID controller tuned using model based local optimal control.
现代涡轮喷气发动机采用数字控制器控制。首先,对微型涡喷发动机离散模型进行了辨识。系统识别技术采用的是喷气机P200sx发动机运行实验的真实数据。数字PID控制器主要用于控制这些发动机。数字PID控制器参数的整定技术引起了人们极大的兴趣。本文采用两种整定技术对得到的离散模型的PID控制器参数进行整定。首先,采用基于模型的局部最优控制技术,沿整个范围沿某一工作点整定PID控制器参数;该技术首次应用于相关引擎。增益调度用于管理这些工作点周围的控制器参数。在第二种技术中,遗传算法在整个操作范围内的不同操作点上使用。此外,增益调度用于管理这些工作点周围的控制器参数。在Matlab仿真环境下对两种调优方法进行了比较。比较是基于每个控制器对噪声的鲁棒性和抗干扰性。仿真结果表明,采用基于模型的局部最优控制的数字PID控制器具有更好的性能。
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引用次数: 2
A Survey and Trade-off-Study for Optical Remote Sensing Satellite Camera Design 光学遥感卫星相机设计综述与权衡研究
Pub Date : 2020-07-01 DOI: 10.1109/ICEENG45378.2020.9171752
Walid A. Wahballah, F. El-Tohamy, Taher M. Bazan
One of the main goals that are concerned to space remote sensor designers is the quality of the produced image. Precisely the image quality is the result of a complex relationship among the configuration and design parameters of the telescope and detector units, imaging mode, atmospheric conditions and platform status. All these parameters have direct influence on images quality specifications in terms of spatial resolution, radiometric resolution, spectral resolution, signal-to-noise ratio (SNR), and modulation transfer function (MTF). In addition, the configuration and design parameters of the telescope and detector modules/units have direct influence on the camera weight and volume. Since the launch of the high-resolution satellite IKONOS-2, there has been an increasing demand for high spatial resolution data for various applications. This paper focuses on a comparison study among passive electro-optical remote sensors for earth observation launched in the last twenty years. The comparison study covers the configuration and design parameters of the camera including optical telescope schemes, detector types, and weight. Finally, to best fulfil the modern space camera requirements, a trade-off study is conducted for a range of space cameras with different specifications and performance parameters.
空间遥感器设计人员关心的主要目标之一是生成图像的质量。准确地说,成像质量是望远镜和探测器单元的配置和设计参数、成像方式、大气条件和平台状态之间复杂关系的结果。这些参数直接影响图像的空间分辨率、辐射分辨率、光谱分辨率、信噪比、调制传递函数等质量指标。此外,望远镜和探测器模块/单元的配置和设计参数对相机的重量和体积有直接影响。自高分辨率卫星IKONOS-2发射以来,各种应用对高空间分辨率数据的需求不断增加。本文对近二十年来发射的被动光电对地观测遥感器进行了比较研究。对比研究涵盖了相机的配置和设计参数,包括光学望远镜方案、探测器类型和重量。最后,为了更好地满足现代空间相机的要求,对一系列具有不同规格和性能参数的空间相机进行了权衡研究。
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引用次数: 3
Design and Implementation of Digital IF Waveform Generation, Acquisition, and Receiver circuits for Radar Systems Applications 雷达系统中数字中频波形产生、采集和接收电路的设计与实现
Pub Date : 2020-07-01 DOI: 10.1109/ICEENG45378.2020.9171698
M. Abdalla, Kamal Hussein Mustafa, M. Barbary, Mohamed Refky, Mohamed R. El-Ghonami
Recently, digital Intermediate Frequency (IF) waveform generators and receivers are introduced in modern radar systems to reduce the cost, size, and achieve better performance. Moreover, digital IF waveform generators achieve the requirements of high resolution and complex modulation schemes. Digital receivers have better sensitivity, wider dynamic range and lower noise Figure than analog receivers. Digital IF waveform generators and receivers work well in conjunction with a high-speed Analog to Digital Converters (ADC) and Digital to Analog Converters (DAC). In this paper, the design and implementation of high-speed data acquisition circuits (ADC and DAC) to generate and acquire IF waveforms are presented. Different modulated waveforms are generated digitally using Field Programmable Gate Array (FPGA). The corresponding digital receiver, including digital phase detection and matched filtering, is designed and implemented on the same FPGA chip. Design and implementation of a Printed Circuit Board (PCB) including FPGA chip and its required circuitry are introduced. The proposed design is simulated using Computer-Aided Design (CAD) tools and verified experimentally through laboratory testing.
近年来,数字中频(IF)波形发生器和接收机被引入到现代雷达系统中,以降低成本、减小尺寸并获得更好的性能。此外,数字中频波形发生器可以满足高分辨率和复杂调制方案的要求。与模拟接收机相比,数字接收机具有更高的灵敏度、更宽的动态范围和更低的噪声系数。数字中频波形发生器和接收器与高速模数转换器(ADC)和数模转换器(DAC)配合良好。本文介绍了产生和采集中频波形的高速数据采集电路(ADC和DAC)的设计和实现。利用现场可编程门阵列(FPGA)数字化生成不同的调制波形。在同一块FPGA芯片上设计并实现了相应的数字接收机,包括数字鉴相和匹配滤波。介绍了一种包含FPGA芯片的印刷电路板的设计与实现及其所需电路。利用计算机辅助设计(CAD)工具对所提出的设计进行了仿真,并通过实验室测试进行了实验验证。
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引用次数: 1
Time-Dependent Mission Planning of Hybrid Multirotors In Surveillance Operations 混合多旋翼在监视作战中的时变任务规划
Pub Date : 2020-07-01 DOI: 10.1109/ICEENG45378.2020.9171704
Walaaeldin Ghadiry
The maneuverability of multirotors is one of the principal reasons for the great attention they are receiving from researchers and manufacturers in the market. Multirotors can achieve several tasks and missions with high efficiency and durability. One of the most important missions for the multirotors is the surveillance of some areas of interest. This paper presents four novel optimal time-dependent mission planning formulations for a given number of hybrid multirotors in a 3D environment. The first two formulations are concerned with minimizing the overall time of a planned mission. On the other hand, the other two formulations minimize the total mission latencies in-between tasks. Typically, planning a mission initially starts with assigning a starting point as a ground control station (GCS), from which a given number of homogeneous hybrid multirotors should start their missions. Each mission is composed of a set of way-points to be visited once by one of the multirotors while minimizing the overall time or the total in-between latencies needed to accomplish the mission. The first novel formulation optimizes the overall mission time. The second formulation is then introduced with a given threshold mission time, and the number of sufficient multirotors to accomplish this mission is required to be optimized. This given threshold mission time is precisely considered depending on the multirotors endurance. These two formulations are based on Travelling Salesman Problem (TSP). However, the third and fourth formulations are introduced to tackle the problem from the minimum latency point of view. The third formulation is a novel formulation to introduce and clarify the overall minimum latency problem with only one multirotor. Whereas the fourth formulation tackles the same problem but with more than one multirotor. The third and fourth formulations are based on the travelling repairman problem (TRP), or what is known by the delivery man problem (DMP). The results of all the aforementioned formulations results are presented in a comparative form.
多旋翼的可操作性是其在市场上受到研究人员和制造商极大关注的主要原因之一。多旋翼机可以高效、耐用地完成多种任务和任务。多旋翼机最重要的任务之一是监视一些感兴趣的地区。针对三维环境下给定数量的混合多旋翼,提出了四种新的最优时变任务规划公式。前两种表述是关于尽量减少计划任务的总时间。另一方面,其他两个公式最小化任务之间的总任务延迟。通常情况下,计划任务首先要指定一个起点作为地面控制站(GCS),给定数量的均匀混合多旋翼应该从那里开始他们的任务。每个任务由一组路径点组成,其中一个多旋翼只访问一次,同时最小化完成任务所需的总时间或总中间延迟。第一个新配方优化了整个任务时间。然后在给定阈值任务时间的情况下引入第二种公式,并且需要优化完成该任务所需的足够多旋翼的数量。给定的阈值任务时间根据多旋翼续航时间精确考虑。这两个公式是基于旅行商问题(TSP)的。然而,引入了第三和第四种公式来从最小延迟的角度解决问题。第三个公式是一个新颖的公式,介绍和阐明了只有一个多转子的整体最小延迟问题。而第四种公式解决了同样的问题,但使用了多个多旋翼。第三和第四个公式是基于旅行修理工问题(TRP),或已知的送货员问题(DMP)。所有上述配方的结果都以比较形式提出。
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引用次数: 0
Design and Simulation of Parallel BCH Code with LDPC Code For Flash Memories 闪存中并行BCH码与LDPC码的设计与仿真
Pub Date : 2020-07-01 DOI: 10.1109/ICEENG45378.2020.9171743
A. Mahdy, M. Abdelaziz, M. H. El-azeem
Ensuring data reliability and adapting a very powerful error correction code of flash memory and DVB-S2 became a strategic demand nowadays. LDPC codes are designed for their high error correcting ability. Meanwhile, the error floor of LDPC codes cannot satisfy the significant low error rate requirements of flash memory applications. Therefore, we take into account a concatenated BCH and LDPC coding system for the potential usage of data preventive on flash memory. To solve this problem, the concatenation of BCH and LDPC code is performed. The result is a better balance between the potential to correct errors and the low error rate, which can be an optional coding structure. In this paper, our objective is to design a parallel BCH code concatenated with LDPC code to enhance BER and minimize the low error floor. Additionally, our purpose is to figure out the least number of BCH branches that achieve the best BER and consume the least hardware resources.
保证数据的可靠性,采用非常强大的闪存和DVB-S2纠错码成为当今的战略需求。LDPC码具有很高的纠错能力。同时,LDPC码的错误层不能满足闪存应用对低错误率的要求。因此,我们考虑了一个连接的BCH和LDPC编码系统,用于闪存上的数据预防。为了解决这个问题,执行了BCH和LDPC代码的连接。结果是在纠正错误的可能性和低错误率之间取得了更好的平衡,这可以是一个可选的编码结构。在本文中,我们的目标是设计一种与LDPC码连接的并行BCH码,以提高误码率并最小化低错误层。此外,我们的目的是找出实现最佳BER和消耗最少硬件资源的BCH分支的最少数量。
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引用次数: 1
Coded-beam Strategy for High Throughput Satellites - A Path Toward Terahertz Communications - System Model, Realization and Performance Assessment 高通量卫星的编码波束策略——通往太赫兹通信的路径——系统模型、实现和性能评估
Pub Date : 2020-07-01 DOI: 10.1109/ICEENG45378.2020.9171736
Eman S. Abass, J. Halim, H. El-Hennawy
This Paper presents a realization of a new trend for the High Throughput Satellite (HTS) resource allocation, known as Coded-beam High Throughput Satellite (CB-HTS) strategy. The system model demonstrates the physical layer description of the proposed CB-HTS strategy. The paper investigates the performance of the proposed system, which is validated for the different modulation and coding (MODCOD) techniques of the Digital Video Broadcasting standards (DVBS2/DVB-S2X). The numerical results of the proposed CB-HTS system are performed with realistic satellite link channel conditions and demonstrate a significant performance gain over the state of art technology, which depends on the frequency reuse concept. Results demonstrate a significant performance enhancement over the state of the art.
本文提出了高通量卫星资源分配的一种新趋势,即编码波束高通量卫星策略的实现。系统模型演示了所提出的CB-HTS策略的物理层描述。本文研究了该系统的性能,并在数字视频广播标准(DVBS2/DVB-S2X)的不同调制编码(MODCOD)技术下进行了验证。在实际的卫星链路信道条件下,对所提出的CB-HTS系统进行了数值模拟,结果表明,与目前基于频率复用概念的技术相比,该系统具有显著的性能增益。结果表明,在最先进的状态下,性能有了显著的提高。
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引用次数: 1
期刊
2020 12th International Conference on Electrical Engineering (ICEENG)
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