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High-Performance RNS Modular Exponentiation by Sum-Residue Reduction 基于和残差约简的高性能RNS模块指数化
Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2023-03-19 DOI: 10.1109/ICJECE.2023.3243888
Tao Wu
With rapid development and application of artificial intelligence and block chain, the requirement of information and data security is also increased, in which the public-key cryptography, such as Rivest-Shamir-Adleman (RSA) cryptography, plays a significant role. Modular exponentiation is fundamental in computer arithmetic and is widely applied in cryptography, such as ElGamal cryptography, Diffie–Hellman key exchange protocol, and RSA cryptography. The implementation of modular exponentiation in a residue number system leads to high parallelism in computation and has been applied in many hardware architectures. While most residue number system (RNS)-based architectures utilize RNS Montgomery algorithm with two residue number systems, the recent modular multiplication algorithm with sum residues performs modular reduction in only one residue number system with about the same parallelism. In this work, it is shown that the high-performance modular exponentiation and RSA cryptography can be implemented in RNS. Both the algorithm and architecture are improved to achieve high performance with extra area overheads, where a 1024-bit modular exponentiation can be completed in 0.567 ms in Xilinx XC6VLX195t-3 platform, costing 26489 slices, 87357 LUTs, 363 dedicated multipilers of $18 times 18$ bits, and 65 block RAMs.
随着人工智能和区块链的快速发展和应用,对信息和数据安全的要求也越来越高,其中公钥密码学,如Rivest-Shamir-Adleman(RSA)密码学发挥了重要作用。模幂运算是计算机算术的基础,广泛应用于密码学,如ElGamal密码学、Diffie-Hellman密钥交换协议和RSA密码学。模幂运算在残数系统中的实现导致了计算的高度并行性,并已应用于许多硬件体系结构中。虽然大多数基于残差数系统(RNS)的体系结构使用具有两个残差数系统的RNS-Montgomery算法,但最近的具有和残差的模乘算法仅在一个具有大致相同并行性的残差数系统中执行模归约。这项工作表明,高性能的模幂运算和RSA密码可以在RNS中实现。该算法和体系结构都得到了改进,以实现具有额外区域开销的高性能,其中在Xilinx XC6VLX195t-3平台上,1024位模块化求幂可以在0.567ms内完成,成本为26489个片、87357个LUT、363个18乘18$位的专用多文件器和65个块RAM。
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引用次数: 0
Energy Storage Management for Microgrids Using n-Step Bootstrapping 基于n步自举的微电网储能管理
Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2023-03-16 DOI: 10.1109/ICJECE.2022.3232213
Necati Aksoy;Istemihan Genc
Microgrids offer superiorities such as reducing energy costs and increasing the quality of energy, with the use of renewable energy sources and the effective use of energy storage unit created with innovative batteries. Furthermore, this structure, which helps to reduce the carbon footprint, will become undeniably critical to use in near future with the nanogrid and smart grid. As another development, an artificial intelligence (AI)-based control infrastructure brought to us by machine learning stands out as more beneficial than classical control methods. With this framework, which is called reinforcement learning (RL), it is promised that the system to be controlled can be more efficient. At this point, the thrifty use of energy storage unit, which is the most important tool that will increase the profitability of microgrids and enhance the proficiency of energy use, is associated with an RL-based energy control system. While this study focuses on an AI-based control infrastructure, it proposes a method utilizing an RL agent trained with a novel environmental model proposed specifically for the energy storage unit of microgrids. The advantages of this method demonstrated with the results are obtained, are shown and examined.
微电网通过使用可再生能源和有效利用创新电池制造的储能单元,提供了降低能源成本和提高能源质量等优势。此外,这种有助于减少碳足迹的结构,在不久的将来将成为纳米电网和智能电网的关键。作为另一个发展,机器学习为我们带来的基于人工智能的控制基础设施比经典的控制方法更有益。有了这个被称为强化学习(RL)的框架,有望使待控制的系统更加高效。在这一点上,节约使用储能单元与基于RL的能源控制系统有关,储能单元是提高微电网盈利能力和提高能源使用熟练度的最重要工具。虽然这项研究的重点是基于人工智能的控制基础设施,但它提出了一种利用RL代理的方法,该RL代理是用专门为微电网储能单元提出的新环境模型训练的。结果表明,该方法具有一定的优越性。
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引用次数: 0
Review on Advent of Artificial Intelligence in Electrocardiogram for the Detection of Extra-Cardiac and Cardiovascular Disease 人工智能在心电图检测心外和心血管疾病中的应用综述
Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2023-03-16 DOI: 10.1109/ICJECE.2022.3228588
S. Immaculate Joy;K. Senthil Kumar;M. Palanivelan;D. Lakshmi
Artificial intelligence (AI) is that encompasses machine learning (ML) combined with human intelligence had begun to reform medical practices into a new dimension. Advancements and developments of AI molds improved diagnostics in the field of cardiology. Electrocardiogram (ECG) is a simple and cost-effective tool to identify cardiac disorder and which is its reason for being into practice till date. Increasing the population of ECG big data annually requires automatic analysis and immediate interpretation for improved diagnosis. Modern AI techniques like deep learning (DL)-based convolutional neural networks (CNNs) provide an improved way of cardiac disease management and diagnosis. This review throws a light over application of AI in ECG analysis and its necessity. Rich sets of clinical ECG data curated carefully as private and public access developed for various cardiac and extra-cardiac diseases management. Rather than human ECG interpretation, AI can move modern medicine toward more personalized patient care. The intention of this review article is to assess clinical and research possibilities, gaps, and jeopardies involved in cardiac anomalies detection using ECG measurement.
人工智能(AI)包括机器学习(ML)和人类智能,已经开始将医疗实践改革到一个新的维度。人工智能模具的进步和发展改善了心脏病学领域的诊断。心电图(ECG)是一种简单且具有成本效益的识别心脏疾病的工具,也是其应用至今的原因。每年增加心电图大数据的数量需要自动分析和即时解释,以改进诊断。基于深度学习(DL)的卷积神经网络(CNNs)等现代人工智能技术提供了一种改进的心脏病管理和诊断方法。本文综述了人工智能在心电分析中的应用及其必要性。丰富的临床心电图数据集精心策划,作为私人和公共访问,为各种心脏病和心外疾病管理而开发。人工智能可以将现代医学推向更个性化的患者护理,而不是人类的心电图解读。这篇综述文章的目的是评估使用心电图测量检测心脏异常的临床和研究可能性、差距和危害。
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引用次数: 0
Multifunctional Antenna Design for Wireless Consumer Electronic Devices: A Soft-Computing Approach 无线消费电子设备的多功能天线设计:一种软计算方法
Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2023-03-15 DOI: 10.1109/ICJECE.2023.3243994
Anuradha Sonker;Anil Kumar Nayak;Tushar Goel;Amalendu Patnaik
A soft-computing-based novel design approach is proposed for the design of multifunctional antennas to be used in wireless consumer electronic devices. With the combined utilization of the particle swarm optimization (PSO) and the merits of the neural network (NN) technique, the developed formulation produces the design of multifrequency fractal antenna structure for specific multiple frequencies and handles the suitable feeding for these multiple frequencies. The role of the developed trained NN is to remove the need for an electromagnetic simulator that is embedded in the optimization loop of the PSO. The involvement of NN in PSO would eliminate the need for a hit-trial approach during parametric optimization for achieving the set goals as per designer’s requirement. However, as the response of the used soft-computing techniques is fast, the developed design formulation takes significantly less time (the order of seconds) in comparison to the design using simulators or other numerical/analytical methods. Different small size Sierpinski gaskets and Koch monopoles are designed and tested using the developed methodology. The effectiveness of the developed approach is cross-checked with simulation and experimental verifications.
提出了一种基于软计算的新型设计方法,用于设计无线消费电子设备中的多功能天线。结合粒子群优化(PSO)和神经网络(NN)技术的优点,所开发的公式产生了针对特定多个频率的多频分形天线结构的设计,并处理了针对这些多个频率合适的馈电。所开发的训练神经网络的作用是消除对嵌入PSO优化回路中的电磁模拟器的需求。神经网络在粒子群优化中的参与将消除在参数优化过程中根据设计者的要求实现设定目标的命中试验方法的需要。然而,由于所使用的软计算技术的响应很快,与使用模拟器或其他数值/分析方法的设计相比,所开发的设计公式所花费的时间(秒级)要少得多。使用所开发的方法设计并测试了不同的小尺寸Sierpinski垫圈和Koch单极子。通过仿真和实验验证,对所开发方法的有效性进行了交叉检验。
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引用次数: 0
Design and Implementation Bidirectional DC–AC Converter for Energy Storage System 储能系统双向直流-交流变换器的设计与实现
Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2023-03-11 DOI: 10.1109/ICJECE.2022.3233840
K. Suresh;E. Parimalasundar;M. S. Sujatha;N. M. G. Kumar
This article proposes a bidirectional single-phase dc–ac converter with triple port converter (T-PC) for application of energy storage. This proposed converter provides three ports such as ac port, dc port, and dc bus port to achieve three power interfacing ports. For the direct conversion process, dc port is directly connected to T-PC, and direct power will be exchanged between energy storage device (ESD) and grid when the ESD voltage peak amplitude is lower than the ac voltage. Thus, a dc–dc converter downstream power process gets reduced, and power loss is decreased considerably. Due to multilevel characteristics, switching losses in the T-PC can be reduced. The efficiency of the overall bidirectional dc–ac conversion process can be increased significantly. The circuit model, working principle, and modulation control of T-PC-based bidirectional dc–ac conversion concepts are analyzed. A 1.5-kW test-bench model is developed and its effectiveness is verified to find the merits of suggested conversion.
本文提出了一种用于储能的带三端口转换器(T-PC)的双向单相直流-交流转换器。该转换器提供了三个端口,如交流端口、直流端口和直流总线端口,以实现三个电源接口端口。对于直接转换过程,直流端口直接连接到T-PC,当ESD电压峰值幅度低于交流电压时,将在储能装置(ESD)和电网之间交换直流电。因此,直流-直流转换器的下游功率过程得以减少,功率损耗也大大降低。由于多电平特性,可以降低T-PC中的开关损耗。整个双向直流-交流转换过程的效率可以显著提高。分析了基于T-PC的双向直流-交流转换概念的电路模型、工作原理和调制控制。开发了一个1.5千瓦的试验台模型,并对其有效性进行了验证,以找出建议转换的优点。
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引用次数: 8
Switch-Beam Antenna Techniques for Bridge Structural Health Monitoring With GaAs-Based Solar Energy Harvesting 基于GaAs太阳能采集的桥梁结构健康监测开关波束天线技术
Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2023-03-02 DOI: 10.1109/ICJECE.2022.3224090
Rashedul Hoque;Sébastien Roy;Jean Lavoie
The structural health monitoring (SHM) of bridges with wireless sensor networks (WSNs) is addressed by leveraging two distinct but interrelated aspects: GaAs-based solar energy harvesting and switched-beam antenna strategies in combination with asynchronous media access control (MAC) protocols. The joint optimization of solar energy harvesting and switched-beam directional antennas at the nodes is considered and compared with an equivalent omnidirectional antenna network. To address the limited energy budget in battery-based sensor nodes which is a serious limitation in long-lived applications such as bridge SHM, an efficient solar harvesting solution is put forth based on the good performance of GaAs cells even under low-light conditions. Given the current state of the art in GaAs cells, single-junction cells were selected due to the cost of double- or triple-junction versions. The simulation model includes the residual energy capacity with GaAs-based solar energy harvesting of actual selected components (microcontroller, radio interface chip). The model was implemented on top of the Omnet++ and Silvaco Atlas simulator. The comparative study in this article provides insights into realistic bridge SHM sensor networks, leveraging solar energy harvesting and switched-beam antennas.
利用两个不同但相互关联的方面来解决具有无线传感器网络(WSN)的桥梁的结构健康监测(SHM)问题:基于GaAs的太阳能收集和开关波束天线策略与异步媒体访问控制(MAC)协议相结合。考虑了太阳能收集和节点处切换波束定向天线的联合优化,并与等效全向天线网络进行了比较。为了解决基于电池的传感器节点中有限的能量预算,这在诸如桥式SHM的长寿命应用中是一个严重的限制,基于GaAs电池即使在弱光条件下也具有良好性能,提出了一种有效的太阳能收集解决方案。考虑到GaAs电池的当前技术状态,由于双结或三结形式的成本,选择了单结电池。模拟模型包括实际选定组件(微控制器、无线电接口芯片)的基于GaAs的太阳能收集的剩余能量容量。该模型是在Omnet++和Silvaco Atlas模拟器之上实现的。本文中的比较研究提供了对利用太阳能收集和切换波束天线的现实桥梁SHM传感器网络的见解。
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引用次数: 0
Integrating Both Routing and Scheduling Into Motion Planner for Multivehicle System 将路线和调度集成到多车系统的运动规划中
Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2023-03-01 DOI: 10.1109/ICJECE.2022.3218929
Tan Sang Le;Thanh Phuong Nguyen;Hung Nguyen;Ha Quang Thinh Ngo
In multi-automated guided vehicle (AGV) control, optimization and collision avoidance are two of the key issues. To deal with these problems of the AGV fleet, motion planning is a good solution. This method usually comprises two steps as follows: routing and scheduling that are always separately executed in conventional routine. This scheme still exists some drawbacks, such as limitation of candidate paths or lack of flexibility in handling collisions. Besides, with a specific layout, the algorithm needs to be modified to be proper with that application. The warehouse with grid-based layout employed popularly in logistics and supply chain is our concern. To overcome this theme, a time-frame-based routing and scheduling (TFRS) algorithm for motion planning of vehicles is proposed for this warehouse application. In detail, TFRS can also be called an enhanced Dijkstra’s algorithm (EDA) with adaptive weights for every segment and node. It was designed to gain several benefits of time due to the shortest path, free collision, and proper for chessboard layout. The main idea is that while conducting path routing, certain circumstances of potential accidents are detected and dealt by scheduling in every loop. Due to simultaneous policies of routing and scheduling, the optimization and secure operation could be achieved in the AGV system. Numerous situations in danger of collision are experimented to verify the effectiveness, flexibility, and correctness of the proposed algorithm.
在多自动导引车(AGV)控制中,优化和防撞是两个关键问题。为了解决AGV车队的这些问题,运动规划是一个很好的解决方案。这种方法通常包括以下两个步骤:路由和调度,这两个步骤在常规例程中总是单独执行。该方案仍然存在一些缺点,例如候选路径的限制或在处理冲突时缺乏灵活性。此外,对于特定的布局,需要修改算法以适合该应用。网格化布局的仓库在物流和供应链中的广泛应用是我们关注的问题。为了克服这一主题,针对该仓库应用,提出了一种基于时间框架的车辆运动规划路由和调度(TFRS)算法。详细地说,TFRS也可以称为增强型Dijkstra算法(EDA),对每个分段和节点具有自适应权重。由于路径最短、自由碰撞和适合棋盘布局,它被设计为获得一些时间优势。其主要思想是,在进行路径路由时,通过每个环路中的调度来检测和处理潜在事故的某些情况。由于同时采用了路由和调度策略,AGV系统可以实现优化和安全运行。通过实验验证了该算法的有效性、灵活性和正确性。
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引用次数: 3
Stability Analysis and Control Design for Multiterminal HVDC Network With Power Flow Controller 带潮流控制器的多端高压直流输电网稳定性分析与控制设计
Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2023-02-27 DOI: 10.1109/ICJECE.2022.3228337
Muhammad Qasim Khan;Muhammad Mansoor Khan;Arshad Nawaz;Xu Yi;Haibing Wang;Chengmin Wang
The power flow control in high-voltage direct current (HVDC) grids can be improved by employing the interline dc power flow controller (IDCPFC). This article presents an improved control scheme using IDCPFC to balance power flow in the dc networks. In this work, a differential-mode transformer (DMT) is used in combination with a bidirectional buck converter to form a variable DMT. In comparison to the existing methods, the proposed system is scalable to higher voltages and powers, which makes it suitable for high-voltage dc transmission systems. Analysis of a small-signal model of the proposed method and design of compensator for improvement of transient behavior is performed. A simulation is performed with independent feed-forward and feedback control to show the effectiveness of the proposed method. The proposed method is also validated through a 600-W experimental prototype. The experimental results show that the current flow between lines is controlled for unbalance load conditions.
采用线间直流潮流控制器可以改善高压直流电网的潮流控制。本文提出了一种改进的控制方案,使用IDCPFC来平衡直流网络中的功率流。在这项工作中,差模变压器(DMT)与双向降压转换器结合使用,形成可变DMT。与现有方法相比,所提出的系统可扩展到更高的电压和功率,这使其适用于高压直流输电系统。对所提出的方法的小信号模型进行了分析,并设计了用于改善瞬态行为的补偿器。通过独立的前馈和反馈控制进行仿真,验证了该方法的有效性。该方法还通过600-W实验样机进行了验证。实验结果表明,在负载不平衡的情况下,线路之间的电流是可控的。
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引用次数: 1
Efficient PV-Based Microinverter With Enhanced ROI for Lower Economic Zone Habitants 高效的基于光伏的微型逆变器,为低经济区居民提供更高的投资回报率
Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2023-02-27 DOI: 10.1109/ICJECE.2022.3223294
Anuradha Tomar
In this article, the conceptualization, design, development, and real-field validation of a photovoltaic (PV)-based single-phase microinverter (SP $mu text{I}$ ) to address three major challenges of rural standalone PV-based electrical systems: 1) to perform efficiently over a wide range of input voltage variations/irradiance; 2) maintains system efficiency within a satisfactory limit even under lightly loaded conditions; and 3) robust and stable operation under harsh/outdoor operating environments has been done. The developed novel dual-stage SP $mu text{I}$ adapts the benefits of the interleaved dc–dc boost converter for 180° phase-shifted harmonic cancellation and integration of voltage doubler circuit benefits in lessened transformer’s turn ratio with decreased flux leakage, thus resulting in improved energy conversion efficiency at a reduced magnetic size and Si-GaN. Furthermore, adapted high- and low-frequency switching at the first and second legs of the full-bridge converter, respectively, ensures minimized switching losses even at lightly loaded conditions. Based on a per watt comparison to a 500-W inverter, the proposed SP $mu text{I}$ achieves 6.16% and 8.5% higher efficiency at 100% and 10% loading, respectively, at a reduced cost of 9.33% and an increased return on investment (ROI) of 12.23%.
在本文中,基于光伏(PV)的单相微逆变器(SP$mutext{I}$)的概念化、设计、开发和现场验证,以解决基于光伏的农村独立电力系统的三大挑战:1)在宽范围的输入电压变化/辐照度下高效运行;2) 即使在轻负载条件下也能将系统效率保持在令人满意的限度内;以及3)已经在恶劣/室外操作环境下进行了稳健和稳定的操作。所开发的新型双级SP$mutext{I}$采用了交错直流-直流升压转换器的优点,用于180°相移谐波消除和倍压电路的集成,降低了变压器的匝数比,减少了磁通泄漏,从而在减小磁尺寸和Si-GaN的情况下提高了能量转换效率。此外,在全桥转换器的第一和第二支路分别进行自适应的高频和低频开关,即使在轻负载条件下也能确保开关损耗最小化。基于与500-W逆变器的每瓦比较,所提出的SP$mutext{I}$在100%和10%负载下分别实现6.16%和8.5%的效率提高,成本降低9.33%,投资回报率增加12.23%。
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引用次数: 0
Modified Structure 9-Level Inverter (MS9LI) With Reduced On-State Switches 具有减少导通状态开关的改进结构9电平逆变器(MS9LI)
Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2023-02-23 DOI: 10.1109/ICJECE.2022.3222215
Vijayakumar Arun;Sundaramoorthy Prabhu;Natarajan Prabaharan;Balashanmugham Shanthi
This article describes a modified structure 9-level inverter (MS9LI) with a dual dc link and eight switches. The dual dc links are different dc voltage sources with a 1:3 ratio. To generate high-quality nine-level output, the alternative phase opposition and disposition pulsewidth modulation (APODPWM) technique has been used. Most reported reduced device multilevel inverters (MLIs) include several underutilized dc sources and much more active switches. The designed MS9LI is more efficient since it uses fewer conducting switches. The proposed configuration furthermore does not need a backend H-bridge, and voltage stress is not more than the input dc voltage. A series connection of the proposed configuration can also be used to extend the topology. To prove the superior performance of the proposed MS9LI configuration, a detailed comparison with the foremost configurations in terms of the essential number of sources, switches, and drivers is made. In order to confirm the viability and functionality of the MS9LI configuration, various simulation and experimental findings are presented.
本文介绍了一种改进结构的9电平逆变器(MS9LI),该逆变器具有双直流链路和八个开关。双直流链路是比例为1:3的不同直流电压源。为了产生高质量的九电平输出,采用了交替反相和配置脉宽调制(APODPWM)技术。大多数报道的缩减器件多电平逆变器(MLI)包括几个未充分利用的直流电源和更多的有源开关。所设计的MS9LI由于使用较少的导电开关而更加高效。此外,所提出的配置不需要后端H桥,并且电压应力不大于输入直流电压。所提出的配置的串联也可以用于扩展拓扑。为了证明所提出的MS9LI配置的优越性能,在源、开关和驱动器的基本数量方面与最重要的配置进行了详细比较。为了确认MS9LI配置的可行性和功能,给出了各种模拟和实验结果。
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引用次数: 0
期刊
IEEE Canadian Journal of Electrical and Computer Engineering
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