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2017 1st International Conference on Electronics, Materials Engineering and Nano-Technology (IEMENTech)最新文献

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Cuckoo search coupled artificial neural network in detection of chronic kidney disease 杜鹃搜索耦合人工神经网络在慢性肾脏疾病检测中的应用
Sankhadeep Chatterjee, Soumen Banerjee, Pikorab Basu, Mainak Debnath, S. Sen
In the present work a Cuckoo Search (CS) trained Neural Network (NN) or NN-CS based model has been proposed to detect Chronic Kidney Disease (CKD) which has become one of the newest threats to the developing and undeveloped countries. Studies and surveys in different parts of India have suggested that CKD is becoming a major concern day by day. The financial burden of the treatment and future consequences of CKD could be unaffordable to many if not detected at an earlier stage. Motivated by this, the NN-CS model has been proposed which significantly overcomes the problem of using local search based learning algorithms to train NNs. The input weight vector of the NN is gradually optimized by using CS to train the NN. The model has been compared with well-known classifiers like Multilayer Perceptron Feedforward Network (MLP-FFN) (trained with scaled conjugate gradient descent) and also with NN supported by Genetic Algorithm (NN-GA). The performance of the classifiers has been measured in terms of accuracy, precision, recall and F-Measure. The experimental results suggest that NN-CS based model is capable of detecting CKD more efficiently than any other existing model.
慢性肾脏疾病(CKD)已成为发展中国家和欠发达国家面临的最新威胁之一,本文提出了一种布谷鸟搜索(Cuckoo Search, CS)训练神经网络(NN)或基于NN-CS的模型来检测慢性肾脏疾病(CKD)。在印度不同地区进行的研究和调查表明,慢性肾病正日益成为人们关注的主要问题。如果不及早发现,治疗的经济负担和CKD的未来后果对许多人来说可能是无法承受的。受此启发,人们提出了NN-CS模型,该模型极大地克服了使用基于局部搜索的学习算法来训练nn的问题。利用CS对神经网络进行训练,逐步优化神经网络的输入权向量。将该模型与多层感知机前馈网络(MLP-FFN)(使用缩放共轭梯度下降训练)和遗传算法支持的神经网络(NN- ga)进行了比较。分类器的性能在准确性、精密度、召回率和F-Measure方面进行了测量。实验结果表明,基于神经网络-神经网络的模型比现有的任何模型都能更有效地检测CKD。
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引用次数: 31
Low power high speed frequency divider for frequency synthesizers in 180nm CMOS technology 用于180nm CMOS技术频率合成器的低功率高速分频器
A. Pal, P. Mostafa, M. Das, S. Chatterjee
This paper presents a topology which gives optimum performance in terms of operating frequency, speed of operation, power dissipation, Power Delay Product (PDP) and transistor count. The operation of the latch shown is controlled by the p-MOS and the n-MOS switches. Cascading two stages of the proposed latch incorporates a ‘divide by 2’ circuit whose simulation result is shown in Fig.2. The proposed circuit uses 12 MOSFETs which is lesser as compared to other topologies and consumes a power of 216 μW operating at a frequency of 0.5 GHz and a supply of 1.8 V. The proposed circuit has a very low average delay of 300 ps at 1.8 V supply, which makes it a better contender in high speed Frequency Synthesizers. The proposed circuit has a PDP of 6.48 ×10−14 J. The proposed circuit has been simulated in Cadence Virtuoso using 180 nm CMOS Technology and a supply of 1.8 V.
本文提出了一种在工作频率、工作速度、功耗、功率延迟积(PDP)和晶体管数量方面具有最佳性能的拓扑结构。所示锁存器的操作由p-MOS和n-MOS开关控制。所提出的锁存器的级联两级结合了“除以2”电路,其仿真结果如图2所示。该电路使用12个mosfet,与其他拓扑结构相比较少,功耗为216 μW,工作频率为0.5 GHz,电源为1.8 V。所提出的电路在1.8 V电源下具有非常低的平均延迟300 ps,这使其成为高速频率合成器中更好的竞争者。该电路的PDP值为6.48 ×10−14 J.该电路已在Cadence Virtuoso中使用180 nm CMOS技术和1.8 V电源进行了仿真。
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引用次数: 2
Understanding the role of ECG in cardiac conduction and perfusion disorders: A vectorial approach 了解心电图在心脏传导和灌注障碍中的作用:一种矢量方法
P. Bagchi, Pritam Das, R. Bandyopadhyay, Sanchali Pyne, Saumyabrata Dutta
Electrical events of the heart can be graphically recorded as a voltage versus time wave. The process is known as electrocardiography, the record is called electrocardiogram (ECG), and the machine is called Electrocardiograph. Study of ECG is a non-invasive method to study electrical activities of the heart. The uses of ECG are not limited to the diagnosis of disturbances in generation and conduction of electrical impulse in heart. It provides equally important diagnostic aid to alterations in cardiac chamber size (hypertrophy), coronary artery insufficiency (myocardial ischemia and infarction), electrolyte imbalance and drug toxicity.
心脏的电事件可以用电压对时间波的图形记录下来。这个过程被称为心电图,记录被称为心电图(ECG),机器被称为心电图仪。心电图是一种研究心脏电活动的无创方法。心电图的用途不仅限于诊断心脏电脉冲的产生和传导紊乱。它对心室大小改变(肥厚)、冠状动脉功能不全(心肌缺血和梗死)、电解质失衡和药物毒性也提供同样重要的诊断帮助。
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引用次数: 0
Design study of a portable permanent magnet ECR plasma source for thin film deposition 用于薄膜沉积的便携式永磁ECR等离子体源的设计研究
S. Kundu, S. Karmakar, Shamik Mukherjee, Shubham Majee, Suman Kundu, G. S. Taki
Electron Cyclotron Resonance Plasma Enhanced Chemical Vapor Deposition (ECR-PECVD) is one of the most popular deposition technique used today to develop precision lower nano-dimensional films. High temperature is not usually required for synthesis of thin films in PECVD technique. The designs of the magnetic field and microwave injection system have been studied using COMSOL multi-physics and the results are presented here. The propagation of 2.45 GHz microwave power through its injection hard-wares have been studied precisely. A 700W, 2.45 GHz magnetron source is feeding microwave to the 150mm diameter cylindrical plasma cum deposition chamber through a coaxial antenna. A mode conversion takes place from coaxial to rectangular injection line. A mirror magnetic field configuration has been achieved with the help of two annular portable rare earth toroidal ring magnets of remnant magnetism 1.15 T. The magnetization direction has been considered along the length of the magnet. Particle wave interaction takes place in the plasma chamber and the produced plasma propagates into the deposition chamber to react with the precursor resulting energetic radicals. Radicals thus produced deposits on the substrate to create desired nano-dimensional films.
电子回旋共振等离子体增强化学气相沉积(ECR-PECVD)是目前最流行的沉积技术之一,用于开发精密的低纳米尺寸薄膜。在PECVD技术中,薄膜的合成通常不需要高温。利用COMSOL多物理场对磁场和微波注入系统的设计进行了研究,并给出了结果。对2.45 GHz微波功率在其注入硬件中的传输进行了精确的研究。一个700W, 2.45 GHz的磁控管源通过同轴天线向直径150mm的圆柱形等离子体沉积室馈送微波。从同轴注入线到矩形注入线发生模式转换。利用两个残余磁性为1.15 t的环形便携式稀土环形磁体实现了镜像磁场构型,磁化方向沿磁体长度方向考虑。粒子波相互作用发生在等离子体腔中,产生的等离子体传播到沉积腔中与前驱体发生反应,产生高能自由基。自由基因此在基板上产生沉积,从而形成所需的纳米尺寸薄膜。
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引用次数: 2
Rectangular terahertz microstrip patch antenna design for vitamin K2 detection applications 用于维生素K2检测应用的矩形太赫兹微带贴片天线设计
Prince, Gurleen Kaur, Vishal Mehta, Ekambir Sidhu
In this paper, a rectangular shaped Terahertz (THz) microstrip patch antenna with a slotted ground has been proposed. The Flame Retardant (FR-4) having a dielectric constant (∊r) of 4.4. The copper having a resistivity of 1.68 × 10−8 Ωm has been employed in the designing of the proposed antenna. A slot of rectangular shape has been made in the ground for enhancing the various antenna parameters. The proposed antenna has an impedance bandwidth of 444.5 GHz (4.7379 THz to 5.1824 THz) and is resonant at a frequency of 4.952 THz with a minimal return loss of −55.31 dB. The performance of proposed antenna has been scrutinized in terms of return loss (dB), impedance bandwidth (THz), gain (dB), directivity (dBi), VSWR and impedance (ohms). It has been observed that the proposed terahertz rectangular slotted antenna has a directivity and gain of 4.084 dBi and 4.254 dB at the resonant frequency. The proposed antenna has been simulated and designed using CST microwave Studio 2016. The proposed antenna can be suitably used for the detection of vitamin k2, a biomedical application.
本文提出了一种带开槽地的矩形太赫兹微带贴片天线。阻燃剂FR-4介电常数(r)为4.4。该天线采用电阻率为1.68 × 10−8 Ωm的铜材料设计。为了增强天线的各项参数,在地面上做了一个矩形槽。该天线阻抗带宽为444.5 GHz (4.7379 ~ 5.1824 THz),谐振频率为4.952 THz,最小回波损耗为- 55.31 dB。本文从回波损耗(dB)、阻抗带宽(THz)、增益(dB)、指向性(dBi)、驻波比(VSWR)和阻抗(欧姆)等方面对天线的性能进行了详细分析。实验结果表明,所设计的太赫兹矩形缝隙天线在谐振频率下的指向性和增益分别为4.084 dBi和4.254 dB。利用CST microwave Studio 2016对该天线进行了仿真和设计。所提出的天线可以适当地用于检测维生素k2,生物医学应用。
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引用次数: 15
Performance analysis and implementation method of VMF and EVMF for removing of impulse noise on FPGA 基于FPGA的VMF和EVMF去除脉冲噪声的性能分析及实现方法
M. Ismaeil, Kh. Jilen Kumari Devi, K. Pritamdas, Samarth Goyal
In this paper a reconfigurable hardware architecture of vector median filter (VMF) and Entropy vector median filter (EVMF) is proposed and their performance on removing impulse noise from color images is presented. Performance of the filters is measured using MATLAB 2012.a simulation tools and the hardware architecture is designed using Xilinx system generator tool supported by xlSgRoot library for hardware co-simulation. Due to the complex architecture of the VMF and EVMF and to minimize the resource consumption we used data reuse technique. The result shows that Entropy vector median filter (EVMF) is consuming more hardware resources but its noise removal efficiency better than the vector median filter (VMF).
本文提出了一种可重构的矢量中值滤波器(VMF)和熵矢量中值滤波器(EVMF)硬件结构,并分析了它们在去除彩色图像脉冲噪声方面的性能。利用MATLAB 2012对滤波器的性能进行了测试。采用Xilinx系统生成工具xlSgRoot库支持的硬件协同仿真,设计了仿真工具和硬件体系结构。由于VMF和EVMF的结构复杂,为了最大限度地减少资源消耗,我们使用了数据重用技术。结果表明,熵向量中值滤波器(EVMF)消耗更多的硬件资源,但其去噪效率优于向量中值滤波器(VMF)。
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引用次数: 0
A new idea on road safety using smartphone 使用智能手机的道路安全新理念
Saswata Das, Sayan Banerjee, Dibyojyoti Kundu, Shibaji Das, Saurav Kumar, Goutam Ghosh
Now a days use of smartphone has become an integral part of our life. Smartphone comes as the solution to most of the problem that we face in today's world. Smartphone is a special type of phone which combines the features of an ordinary mobile phone and also having many features like a PC. This type of phone generally runs by advanced operating system like android, windows, etc. which facilitates use of many computer apps (e.g., games, whatsapp, word document etc.). In brief, both computer and mobile work can be done simultaneously in a smartphone. Due to its advanced features, people are much more addicted to smartphones and they keep themselves busy with their smartphones while crossing roads, railway tracks. They inadvertently don't bother to listen to the car-horn, railway engine horn or announcement. Instead of becoming alert, they continue themselves busy with activities such as gaming, messaging, phone calls etc., which actually leads to accident. This paper proposes an idea using safety app as a smart solution for the safety of such persons who indulge in such careless activities. A specific smartphone app to be developed by manufacturer or any designer will be preinstalled in the smartphone to take care of these eventualities. This application will pass on a voice message, transmitted from an FM transmitter installed in vehicle or railway engine, to the speaker or earphone of smartphone (to be played for specific duration) when any car or train approaches within 50 meters range from a person or persons and at the same time disable all other smartphone activities so that, after listening the voice message the person(s) will be forcefully alerted and thus accident can be avoided. The app will always be at active mode even the smartphone is in switched OFF mode. If the proposed idea is properly implemented, it can save many lives from road accidents, rail accidents etc. and will probably make a mark in the world of smartphone apps.
现在,智能手机的使用已经成为我们生活中不可或缺的一部分。智能手机是我们当今世界面临的大多数问题的解决方案。智能手机是一种特殊类型的手机,它结合了普通手机的功能,也有很多像个人电脑一样的功能。这种类型的手机通常运行先进的操作系统,如android, windows等,方便使用许多计算机应用程序(例如,游戏,whatsapp, word文档等)。简而言之,电脑和移动工作可以在智能手机中同时完成。由于其先进的功能,人们更加沉迷于智能手机,他们在过马路、铁路轨道时一直忙于智能手机。他们无意中不去听汽车喇叭声、火车喇叭声或广播。他们没有变得警觉,而是继续忙于游戏、发信息、打电话等活动,这实际上导致了事故。本文提出了一个想法,使用安全应用程序作为一个智能的解决方案,为这些人沉迷于这种粗心的活动的安全。由制造商或任何设计师开发的特定智能手机应用程序将预装在智能手机中,以处理这些可能发生的情况。该应用程序将通过安装在车辆或铁路发动机的调频发射器发送语音信息,当任何汽车或火车接近50米范围内的人或人,同时禁用所有其他智能手机活动,以便在听到语音信息后,人(s)将被强制提醒,从而可以避免事故。即使智能手机处于关机模式,该应用程序也将始终处于激活模式。如果提议的想法得到适当实施,它可以从交通事故、铁路事故等中拯救许多生命,并可能在智能手机应用领域留下印记。
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引用次数: 1
Design of high performance 8 bit binary multiplier using vedic multiplication algorithm with 16 nm technology 采用16纳米技术的吠陀乘法算法设计高性能8位二进制乘法器
K. Dey, S. Chattopadhyay
Vedic mathematics is a system of ancient Indian mathematics, which has a unique technique of solutions based on only 16 sutras or formulae. This technique is very useful for performing tedious mathematical operations at a very fast rate. Motivated by this ancient mathematical system, a high speed low power 8-bit digital multiplier has been proposed in this paper based on Vedic multiplication algorithms with a very efficient low power 16 nm technology. To establish the superiority of the proposed design over the existing techniques, the performance of the designed multiplier has been compared with the performances of the multipliers designed with Multiple Channel CMOS (McCMOS) technology and 65 nm technology. All the simulations have been carried out using T-Spice simulation environment. Simulation results shows that the Power Delay Product of the proposed 8 bit Vedic multiplier using 16nm technology is much lesser as compared to the other technologies as mentioned above and thus outperforms them. The proposed technique will be very useful for designing low power high speed ALU unit in future.
吠陀数学是一种古印度数学体系,它有一种独特的解决方法,仅基于16部经典或公式。这种技术对于以非常快的速度执行繁琐的数学运算非常有用。基于这一古老的数学体系,本文提出了一种基于吠陀乘法算法的高速低功耗8位数字乘法器,采用非常高效的低功耗16纳米技术。为了确定所提出的设计相对于现有技术的优越性,将所设计的乘法器的性能与采用多通道CMOS (McCMOS)技术和65纳米技术设计的乘法器的性能进行了比较。所有的仿真都是在T-Spice仿真环境下进行的。仿真结果表明,采用16nm技术的8位Vedic乘法器的功率延迟积比上述其他技术要小得多,因此优于上述技术。该技术对今后低功率高速ALU装置的设计具有重要的指导意义。
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引用次数: 6
Real time health monitoring of patients from a remote place 对远程患者进行实时健康监测
A. Biswas, A. Sen, A. Sarkar, T. K. Rana
Care of critically ill patient requires prompt & accurate decisions so that life-protecting and lifesaving therapy can be properly applied. Because of these requirements, ICUs have become widely established in hospitals. Difficulty found in most hospitals is that expert has to frequently visit the patient and checks condition of the patient by measuring different parameters. This paper presents a reliable, energy efficient patient continuous monitoring system from a local as well as from a remote place. It is able to send through GSM based technology, patient's health parameters like temperature, heart condition, and respiratory function in real time enabling the doctors or the family members to take measures. Emergency online activated services have also been provided from remote GSM devices.
危重病人的护理需要及时和准确的决定,以便能够适当地应用保护生命和挽救生命的治疗。由于这些要求,icu已在医院广泛建立。大多数医院的困难在于专家必须频繁地访问患者,并通过测量不同的参数来检查患者的病情。本文介绍了一种可靠的,节能的病人连续监测系统,从本地和远程的地方。它能够通过基于GSM的技术,实时发送病人的健康参数,如体温、心脏状况和呼吸功能,使医生或家庭成员能够采取措施。紧急在线激活服务也通过远程GSM设备提供。
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引用次数: 3
Optimization of a smart grid distributed generation: Designing of a hybrid solar system for a building 智能电网分布式发电优化:建筑混合太阳能系统设计
G. Singh, Anupam Tiwari
With the rising energy demand and lack of infrastructure because of geographical condition of India, around 400 million Indian are still not inter-connected to our National Grid System. For supplying energy to our total population in remote areas a micro-grid system has to be implemented, also for meeting the total energy demand a hybrid system has been a significant measure. Micro grid systems independently dependent on uses of renewable source of energy viz solar and wind depending upon the geographical conditions, grid is not connected to the system. Also hybrid Grids in addition to renewable source of energy are connected to our grids. Appropriate combination and configuration is necessary measure for optimal generation. This paper presents a case study of a building of 100 houses with total average consumption of 2007 KWh/D. The latitude and longitude of study is 26° 59' N and 83° 33' E respectively. The proposed model is combination of Wind Energy system, Photovoltaic (PV) array, Converter, Battery storage and Grid. The optimization is done using HOMER. Best possible combination model is studied.
由于印度的地理条件,能源需求不断增长,基础设施匮乏,目前仍有大约4亿印度人没有接入国家电网系统。为了向偏远地区的全体人口提供能源,必须实施微电网系统,同时为了满足总能源需求,混合系统已成为一项重要措施。微电网系统独立依赖可再生能源即太阳能和风能的使用,视地理条件而定,不与电网相连的系统。此外,除了可再生能源外,混合电网也与我们的电网相连。合理的组合配置是优化发电的必要措施。本文介绍了一个100户住宅建筑的案例研究,总平均消费量为2007千瓦时/日。研究的经纬度分别为北纬26°59′和东经83°33′。该模型由风能系统、光伏阵列、变流器、电池储能和电网组成。优化是使用HOMER完成的。研究了最佳可能组合模型。
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引用次数: 4
期刊
2017 1st International Conference on Electronics, Materials Engineering and Nano-Technology (IEMENTech)
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