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2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)最新文献

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Speech Recognition Model for Assamese Language Using Deep Neural Network 基于深度神经网络的阿萨姆语语音识别模型
Moirangthem Tiken Singh, Partha Pratim Barman, R. Gogoi
The work presents a speech recognition model for the Assamese language of the state of Assam of India. We experimented the model on the digits of Assamese language. The Deep Neural Network is used to make the recognition model. The Long Short-Term Memory Network (LSTM), which is a special kind of Recurrent Neural Network composed of Long Short-Term Memory blocks is the primary layer of our neural network model. We also use Mel Frequency Cepstral Coefficients for choosing the speech features. Finally, the accuracy of the model is evaluated based on the recognition rate.
这项工作提出了印度阿萨姆邦阿萨姆语的语音识别模型。我们在阿萨姆语的数字上实验了这个模型。利用深度神经网络建立识别模型。长短期记忆网络(LSTM)是神经网络模型的基础层,是由长短期记忆块组成的一种特殊的递归神经网络。我们还使用Mel频率倒谱系数来选择语音特征。最后,根据识别率对模型的准确率进行评价。
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引用次数: 0
Speed Control Of D.C. Motor Using GA Tunedfractional Complex Pix+Iyd Controller 基于遗传调谐分数复像素+ yd控制器的直流电机速度控制
Sachin Sharma, Omar Hanif, G. Kumar
DC motors have been employed in domestic and industrial works owing to their tendency of developing a constant torque over wide speed applications. A typical Dc motor has characterizing parameters like inertia of the rotor, friction damping coefficient, winding resistances and inductances. The objective of a controller is to maintain the same speed with a step change in the excitation. Conventionally, Proportional Integral Derivative (PID) controller is widely used in controlling the speed of DC motor. With the use of fractional order calculus in synthesizing fractional order PID (FOPID) controller the quality of the controller and the output is increased. This paper synthesizes a new form of FOPID controller namely complex fractional order PID (CFOPID) through Genetic Algorithm.
直流电动机由于其在大转速应用中具有恒转矩的趋势,已在家庭和工业工程中得到应用。典型的直流电动机具有转子惯量、摩擦阻尼系数、绕组电阻和电感等特征参数。控制器的目标是在激励阶跃变化的情况下保持相同的速度。传统上,比例积分导数(PID)控制器广泛用于直流电机的调速控制。将分数阶微积分应用于分数阶PID (FOPID)控制器的合成,提高了控制器的质量和输出。本文通过遗传算法合成了一种新的FOPID控制器形式——复分数阶PID (CFOPID)。
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引用次数: 1
Testing and diagnosis faults in FinFet circuits based on advanced test algorithm 基于先进测试算法的FinFet电路故障测试与诊断
K. Rayudu, P. S. Rao, K. K. Krishna Prasad
FinFET transistors are used in major semiconductor organizations which plays an important role in the development of the silicon industries. Due to few embedded memories and other circuit issues the transistors have specific faults in manufacturing, designing of the circuit etc. This paper presents an advanced test algorithm to diagnose those faults. The circuit with different gates is designed to identify the places having faults. In addition, two different algorithms such as non-incremental computing algorithm and Adaptive Genetic Algorithm algorithms are used to find the fault location and critical path. The transfer characteristics curve is plotted along with the delay curve which helps in finding out the simulation parameters such as noise margin, propagation delay. The results in the methodology calculates the probability density function of the critical path by estimating mean, standard deviation and variance. The advantages of the integration of the two algorithms in this paper helps in analyzing the specific faults in the circuits and the error correction of the broken link in the path analysis and has enhanced performance. Furthermore, more complicated circuits are analyzed for fault detection with different approach
FinFET晶体管广泛应用于各大半导体机构,在硅工业的发展中起着重要作用。由于嵌入式存储器和其他电路问题,晶体管在制造、电路设计等方面存在一定的缺陷。本文提出了一种先进的测试算法来诊断这些故障。设计了不同门的电路,以识别有故障的地方。此外,采用非增量计算算法和自适应遗传算法两种不同的算法来寻找故障位置和关键路径。同时绘制了传输特性曲线和延迟曲线,从而确定了噪声裕度、传播延迟等仿真参数。该方法的结果通过估计均值、标准差和方差来计算关键路径的概率密度函数。两种算法结合的优点有助于分析电路中的具体故障和路径分析中断开链路的纠错,提高了性能。在此基础上,对较为复杂的电路进行了故障检测分析
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引用次数: 0
Implementation Of An Efficient Security Scheme Through Elliptic Curve Cryptography Based Radio-Frequency Identification(RFID) In Context Of Internet Of Things 物联网环境下基于椭圆曲线密码的射频识别(RFID)高效安全方案的实现
Moumita Chakraborty, Bappaditya Jana, Tamoghna Mandal
IOT becomes a revolutionary transformation in our future digital world. Impact of rapid growth and real adaption of IOT touches day by day every ones life. IOT platform where every day a large no of physical objects are connected with others through internet and each objects have a unique identification to other devices. We are gifted from IOT generation as smart cities , smart homes, smart devices, parking sensors, real time medical data prediction in health care application and many mores. But the major concerns of IOT platform are privacy concerns, insecure update, week encryption technique. poor passwords and some UI based vulnerabilities.. We have discussed about Radio Frequency Identification (RFID) under IOT environment where large amount of data are in open communication without proper authentication . Some widely used cryptographic algorithm already have used in IOT platform. For last few years , lots of attention of researcher to optimize size and power consumption of IOT devices which finds an efficient authentication scheme with minimum computational complexity. In this paper we have proposed a Elliptic curve Cryptography based RFID scheme for IOT platform.
物联网将成为我们未来数字世界的革命性变革。物联网的快速增长和真正的适应影响着每一个人的生活。物联网平台,每天都有大量的物理对象通过互联网与其他对象连接,每个对象对其他设备都有唯一的标识。我们从物联网时代获得了智慧城市、智能家居、智能设备、停车传感器、医疗保健应用中的实时医疗数据预测等等。但物联网平台的主要问题是隐私问题,不安全的更新,周加密技术。糟糕的密码和一些基于UI的漏洞…我们讨论了物联网环境下的射频识别(RFID),大量数据在没有适当认证的情况下进行开放通信。一些广泛使用的加密算法已经在物联网平台上得到了应用。在过去的几年里,研究人员非常关注物联网设备的尺寸和功耗优化,寻找一种计算复杂度最小的高效认证方案。本文提出了一种基于椭圆曲线加密的物联网平台RFID方案。
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引用次数: 1
Audio Fingerprinting with Higher Matching Depth at Reduced Computational Complexity 降低计算复杂度的高匹配深度音频指纹识别
V. Kamesh, Nagarjuna Pampana, Mohit Sinha, S. Bandopadhaya
In this paper, a novel audio fingerprint technique with higher matching depth at a reduced computational complexity has been proposed. Any audio clip can be identified from a huge audio collection by its audio fingerprint which contains some unique extractable and perceivable features of it. One of the major concern in the process of identification of a sample audio clip from huge audio collection is the computational complexity involved in it. In proposed technique, peak pairs are chosen from the alternate time bins sorted in the descending order of the amplitude of the spectrogram of the audio file under consideration, as opposed to the sequential selection across consecutive time bins in the decreasing order of their amplitude in the basic methods. This paper also proposes a simple mode based ranking algorithm to provide the user with multiples matches in case of a possible false positive match.
本文提出了一种新的音频指纹识别技术,在降低计算复杂度的同时具有更高的匹配深度。任何音频片段都可以通过其音频指纹从庞大的音频集合中识别出来,音频指纹包含了一些独特的可提取和可感知的特征。从海量音频集合中识别样本音频剪辑的主要问题之一是其涉及的计算复杂性。在所提出的技术中,峰值对是从按考虑的音频文件的频谱图幅度降序排序的交替时间桶中选择的,而不是在基本方法中按其幅度降序在连续时间桶中进行顺序选择。本文还提出了一种简单的基于模式的排序算法,以便在可能出现误报匹配的情况下为用户提供多个匹配。
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引用次数: 1
Design and Analysis of an efficient 3D – Network On – Chip (NoC) Router 一种高效的三维网络片上路由器的设计与分析
B. Veadesh, S. Ravi, B. Venkatapragadeesh
The System On-Chip (SoC) is where the most extreme innovation is packed into the least possible conceivable space on a single chip. As the systems intricacy increase and will with time as per Moore’s law, several challenges are being faced by the designers such as meeting the scalability of the systems, heterogeneousness of the whole bundle with different library files and coding dialects should be bundled together, synchronizing different clock domains across the systems as different systems use different clocks, de-skewing global and regional signals with high fanout and issues in coupling the systems. In SoC, there is a high complexity due to the inseparability of the computational processes and routing. NoC (Network On-Chip) presents a proficient instrument for routing which overcomes the shortcomings of the traditional buses and interconnects to allow efficient communication across the IP (Intellectual Property) cores in SoC devices. It separates the processing elements and routing elements and allow them to operate independently to great extents. The arbitration schemes, Topology and switching mechanism are important aspects which have direct impact on performance of NoC. In this a paper, a circuit switching based low latency 3D NoC architecture is presented. Here mesh topology is used and there exists a Virtual Connection from any input port to any output port. This architecture mainly consists of Arbiter, Network Interface Module and Crossbar switch which are designed using Verilog HDL and implemented on Microsemi FPGA with Target device MPF300TS_ES1FCG1152I. The results promise a low latency, low resource utilized and high throughput router design.
片上系统(SoC)是将最极端的创新打包到单个芯片上尽可能小的空间的地方。根据摩尔定律,随着系统复杂性的增加和时间的推移,设计师们面临着一些挑战,如满足系统的可扩展性,与不同库文件和编码方言捆绑在一起的整个包的异构性,在不同系统使用不同时钟时跨系统同步不同的时钟域,用高风扇输出消除全球和区域信号的倾斜以及系统耦合问题。在SoC中,由于计算过程和路由的不可分割性,存在很高的复杂性。NoC(片上网络)提供了一种精通的路由工具,克服了传统总线和互连的缺点,允许在SoC设备中的IP(知识产权)核心之间进行有效通信。它将处理元素和路由元素分开,并允许它们在很大程度上独立运行。仲裁方案、拓扑结构和交换机制是直接影响NoC性能的重要方面。本文提出了一种基于电路交换的低延迟3D NoC架构。这里使用网格拓扑结构,并且存在从任何输入端口到任何输出端口的虚拟连接。该体系结构主要由仲裁器、网络接口模块和横杆开关组成,采用Verilog HDL设计,在Microsemi FPGA上实现,目标器件为MPF300TS_ES1FCG1152I。结果保证了低延迟、低资源利用率和高吞吐量的路由器设计。
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引用次数: 3
Image Segmentation using FCM-Darwinian Particle Swarm Optimization 基于fcm -达尔文粒子群优化的图像分割
S. Rawat, Bhumika Gupta
Segmentation of biomedical images is an essential requirement in image processing for assessment of different medical images i.e. microscopic, MRI and US. It can be a crucial step for decision support or can get the second opinion for medical expert for atypical cases. There are numerous segmentation methods available for different kind of images. An image segmentation method based on hybrid approach using Darwinian particle swarm optimizer and fuzzy C-means is implemented in this work for various medical and multimedia images. In the present work Darwinian particle swarm optimizer tries to solve the problems regarding the segmentation. The proposed method firstly initializes each of the particles present in the swarm with membership value of each pixel belonging to particular centroids with respect to fuzzy C-means and then optimizes the centroids values using Darwinian particle swarm optimizer. An efficient method for segmenting different areas and edges of various images is implemented in this work. For validating the output of proposed algorithm, it is compared with other segmentation techniques i.e FCM and FCM_PSO. Segmentation is evaluated on ground truth using various indexes. Finally, it is observed that the proposed technique turns out to be more consistent on segmenting the different medical and multimedia images.
生物医学图像的分割是图像处理中评估不同医学图像(如显微镜、MRI和US)的基本要求。它可以是决策支持的关键步骤,也可以为非典型病例的医学专家提供第二意见。对于不同类型的图像,有许多可用的分割方法。本文提出了一种基于达尔文粒子群优化器和模糊c均值的混合分割方法,用于各种医学和多媒体图像的分割。在本工作中,达尔文粒子群优化器试图解决分割问题。该方法首先对群中存在的每个粒子初始化,每个像素相对于模糊c均值属于特定质心的隶属度值,然后使用达尔文粒子群优化器对质心值进行优化。本文实现了一种对不同图像的不同区域和边缘进行分割的有效方法。为了验证该算法的输出,将其与FCM和FCM_PSO等其他分割技术进行了比较。分割使用各种指标来评估真实度。最后,我们观察到该方法对不同医学图像和多媒体图像的分割更加一致。
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引用次数: 1
Optimal Power Flow Study Using UPFC 基于UPFC的最优潮流研究
S. Swain, Ramakanta Jena, Shaswat Chirantan, P. C. Panda
The Controlled Reactive Power Gives the Desired Optimal flow of Power in the line. The FACTS devices effectively control the flow of Power in the lines. Improvement of voltage profile and minimization of losses are studied here with Optimal and non- Optimal Power Flow. The effectiveness and suitability of UPFC controllers are being discussed and is demonstrated through an Example and is clear that this device has the capability of regulating the flow of power, minimization of power losses.
被控制的无功功率在线路中提供理想的最优功率流。FACTS器件有效地控制了线路中的功率流动。本文研究了最优潮流和非最优潮流下电压分布的改善和损耗的最小化。UPFC控制器的有效性和适用性正在讨论中,并通过一个例子进行了演示,很明显,该设备具有调节功率流的能力,最大限度地减少功率损耗。
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引用次数: 0
Transient Stability Analysis of a Two Machine Long Transmission System with Power System Stabilizer & Static Var Compensator 带电力系统稳定器和静态无功补偿器的双机长传动系统暂态稳定性分析
Shaswat Chirantan, Ramakanta Jena, S. Swain, P. C. Panda
Power system stability dilemma demonstrates the effect of generator electro-mechanical oscillations & rotor angle swings on electrical grids.Power System Stabilizers(PSS) is an excitation controller used to damp out the generator electromechanical oscillations & rotor angle swings.But in severe faulted condition PSS cannot damped out the oscillations alone such as in case of a LLL-G fault.So in order to make the system stable by damping generator oscillations & rotor angle swings FACTS controllers(Flexible AC Transmission System) along with PSS are used cumulatively in power system.In this paper,transient stability studies of a two machine long transmission system with PSS(both generic & multi-band type) & SVC(Static Var Compensator) a shunt based FACTS controller for L-G fault & LLL-G fault have been investigated.All the performance analysis have been undergone using MATLAB simulation.
电力系统的稳定性困境反映了发电机机电振荡和转子角度摆动对电网的影响。电力系统稳定器(PSS)是一种用于抑制发电机机电振荡和转子角度摆动的励磁控制器。但在严重的故障情况下,PSS不能单独抑制振荡,例如在LLL-G故障情况下。为了通过阻尼发电机的振动和转子的角度摆动来保证系统的稳定,FACTS控制器(Flexible AC Transmission system)和PSS在电力系统中得到了广泛的应用。本文研究了具有PSS(通用型和多频带型)和SVC(静态无功补偿器)的双机长传动系统的暂态稳定性问题,SVC是一种基于并联的L-G故障和ll - g故障FACTS控制器。所有的性能分析都通过MATLAB仿真完成。
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引用次数: 0
A Time and Wavelength Division Multiplexing based Next Generation Passive Optical Networks Provisioning 80Gbps Symmetrical Access Rate 基于时波分复用的新一代无源光网络提供80Gbps对称接入速率
Ramandeep Kaur, Simranjit Singh
In this paper, a symmetric 80Gbps next generation passive optical network (NG-PON) architecture has been presented. To achieve 80Gbps symmetric data rate, eight pairs of wavelengths have been used. Wavelength division multiplexing (WDM) technique is used at the central office (CO) to transmit downstream data. For downstream access, each wavelength is divided into eight parts by 1×8 splitter and the system supports 64 ONUs (Optical network units). All the 64 ONUs transmits their upstream data by sharing eight upstream wavelengths using time wavelength division multiplexing (TWDM). The performance of the system has been assessed in terms of minimum bit error rate (BER) and Q-factor for the varied distance from 10 km to 100 km. From the results, it has been observed that the presented system works well up to 65 km system length.
本文提出了一种对称的80Gbps下一代无源光网络(NG-PON)架构。为了达到80Gbps的对称数据速率,使用了8对波长。中央局(CO)采用波分复用(WDM)技术传输下游数据。下行接入时,每个波长通过1×8分路器分成8段,系统支持64个onu(光网络单元)。所有64个onu通过分时波分复用(TWDM)共享8个上游波长来传输上游数据。从最小误码率(BER)和q因子方面对系统的性能进行了评估,以适应从10公里到100公里的不同距离。从结果来看,所提出的系统在系统长度为65 km的范围内工作良好。
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引用次数: 1
期刊
2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)
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