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2019 4th International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT)最新文献

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Theoretical Analysis of the PAPR for DFT Spreading Based FBMC 基于DFT扩频FBMC的PAPR理论分析
Srinivas Ramavath, Balkrishna Ramavath, R. Akhil
The filter bank multicarrier (FBMC) with offset quadrature amplitude modulation (OQAM) is appreciated for its well-localization in time-frequency domain. However, the major drawbacks of FBMC is high peak to average power ratio (PAPR). In this article,we extend the idea of Discrete Fourier Transform(DFT) spreaded based FBMC scheme theoretically and address the theoretical analysis of the PAPR of the DFT-spread FBMC transmitted signal. The simulation results show that the proposed scheme achieves substantially lower PAPR, low PSD leakage and lower BER than the previous FBMC scheme. We also theoretically derive the expression of the PAPR of proposed scheme. Finally, this paper highlights the strengths and weaknesses of FBMC and DFT based FMBMC
偏置正交调幅(OQAM)滤波器组多载波(FBMC)在时频域具有良好的局域性。然而,FBMC的主要缺点是峰值平均功率比(PAPR)高。本文从理论上扩展了离散傅立叶变换(DFT)扩频FBMC方案的思想,并对DFT扩频FBMC传输信号的PAPR进行了理论分析。仿真结果表明,与之前的FBMC方案相比,该方案具有较低的PAPR、较低的PSD泄漏和较低的误码率。并从理论上推导了该方案的PAPR表达式。最后,分析了FBMC和基于DFT的FBMC的优缺点
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引用次数: 4
Efficient Model for Searching and Detecting Semantically Similar Question in Discussion Forums of e-learning Platforms 电子学习平台论坛中语义相似问题的高效搜索与检测模型
Karthik Iyer, Girish Ewoorkar, Abhishek Patil, Hareesha Gummani, A. Parkavi
Udemy and Nptel are online learning platform where learners get access to wide variety of courses. These platforms have 2 issues which we aim to solve. First, Currently in Udemy the questions asked in discussion forum are not divided based on course videos, i.e. there is common discussion forum where question with respect to any content in the course can be asked. This is problem because, when a new question is asked all the question in the discussion forum have to be compared with the new question for similarity. This can take up significant amount of computational time. To avoid this we have applied Random Forest classifier to find out the category of a newly asked question (with respect to Udemy it would mean finding which video the question relates to), if category is found only previously asked questions in the particular category are compared for similarity rather than the previously asked questions in the whole database. Second, Currently NPTEL is not course coordinator friendly. This is because lots of times there is redundancy in the questions asked, this is burden on the course coordinator because he/she has to answer to each and every version of the same question. This has been tackled by using techniques like GBDT, SVM to detect semantic similarity of questions. The Random Forest classifier achieved accuracy of nearly 73% and GBDT achieved accuracy of nearly 64%.
Udemy和Nptel是在线学习平台,学习者可以获得各种各样的课程。这些平台有两个问题需要我们解决。首先,目前在Udemy中,讨论区提出的问题并没有按照课程视频进行划分,即有一个共同的讨论区,可以针对课程中的任何内容提出问题。这是一个问题,因为当提出一个新问题时,讨论论坛中的所有问题都必须与新问题进行比较以获得相似性。这将占用大量的计算时间。为了避免这种情况,我们应用随机森林分类器来找出新问问题的类别(对于Udemy来说,这意味着找到问题与哪个视频相关),如果找到类别,则只比较特定类别中以前问过的问题的相似性,而不是整个数据库中以前问过的问题。第二,目前NPTEL对课程协调员并不友好。这是因为很多时候所问的问题都是冗余的,这对课程协调员来说是一种负担,因为他/她必须回答同一个问题的每个版本。这个问题已经通过使用GBDT、SVM等技术来检测问题的语义相似度来解决。随机森林分类器的准确率接近73%,GBDT分类器的准确率接近64%。
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引用次数: 0
Design of 2D-WH/TS OCDMA PON ONU Receiver with FLC Technique 基于FLC技术的2D-WH/TS OCDMA PON ONU接收机设计
Lakshmi Prasad, A. Raj
This paper exercises fuzzy logic for the prediction of channel response to a two dimensional-wavelength hopping /time spreading optical code division multiple access (2D-WH/TS OCDMA) code in a passive optical network (PON). A fuzzy logic control (FLC) is employed for the reduction of bit error rate of 2D-WH/TS OCDMA PON at the receiver. This FLC predicts the environmental temperature variation effects that occur in the transmission links which impact the expected magnitude of the autocorrelation peak of 2D-WH/TS OCDMA code at the receiver. The FLC system, uses propagation distance and the temperature changes in channel which is estimated by sensors, as input variables, to predict the auto-correlation peak at the receiver. This information on the reduction of auto correlation requires to dynamically adjust the threshold level of threshold detector at the receiver. The design of the FLC demands a priory knowledge of the analytic response of the 2D-WH/TS OCDMA channels. The simulation of FLC was done by using membership functions in MATLAB using fuzzy libraries. The simulation results show that the effect of environmental temperature can be predicted with the accuracy of 92.1% from the analytic model available for channel response.
本文运用模糊逻辑预测无源光网络(PON)中二维跳波/扩频光码分多址(2D-WH/TS OCDMA)码的信道响应。采用模糊逻辑控制(FLC)来降低接收端2D-WH/TS OCDMA PON的误码率。该FLC预测了发生在传输链路中的环境温度变化效应,这种效应会影响接收端2D-WH/TS OCDMA码的自相关峰值的预期幅度。FLC系统利用传感器估计的信道内的传播距离和温度变化作为输入变量,来预测接收机处的自相关峰值。这种自相关降低的信息需要在接收端动态调整阈值检测器的阈值水平。FLC的设计要求对2D-WH/TS OCDMA信道的解析响应具有先验知识。利用MATLAB中的模糊库,利用隶属函数对FLC进行仿真。仿真结果表明,所建立的通道响应解析模型可准确预测环境温度对通道响应的影响,精度达92.1%。
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引用次数: 26
DSM in Forecasting and Scheduling for Improving Integration of Renewable Energy Generation to the Grid DSM在可再生能源发电并网预测与调度中的应用
P. Saikishan Bharadwaj, R. Kannan, H. Sridevi
The integration of renewable energy into the grid has become a challenge and faces two fundamental technological problems, namely variability and location. As renewable resources are focused far from the customers, it requires extra-long length, high-capacity transmission to coordinate the supply with the demand. It is essential to recognize the fluctuation and the vulnerability when examining and anticipating the tasks of the power grid. The test of the changeability can be met by exchanging conventional generation goal in or out in response to the possible estimates of weather by forecast and schedule deviation settlement mechanism (DSM). The deviation settlement mechanism is a penalty to the generator who under injects or over injects power into or outside the state with a buffer limit to bring awareness to the generator so that the forecast generation almost meets the actual generation taking the accuracy & AvC into account, in this paper the DSM calculations for inter and intra state has been shown and the comparison between less and more deviation pattern is shown for both solar and wind substations.
可再生能源并网已成为一个挑战,面临两个基本的技术问题,即可变性和位置。由于可再生资源的重点远离用户,因此需要超长长度、大容量的输电来协调供需。在检查和预测电网的任务时,必须认识到电网的波动性和脆弱性。根据天气预报和调度偏差结算机制(DSM)对天气的可能估计,可通过交换常规发电目标来满足变异性的测试。偏差补偿机制是对处于缓冲限制状态或状态外的欠注或超注发电机组的一种惩罚,使发电机组意识到,在考虑精度和AvC的情况下,预测发电量与实际发电量基本一致。本文给出了状态间和状态内的DSM计算,并对太阳能和风能变电站的偏差模式进行了比较。
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引用次数: 2
Compressive Sampling and Reconstruction of ECG Signal for Manned Spaceflight Applications 载人航天心电信号压缩采样与重构
P M Anand, S. Thiruppathirajan, E. S. Shajahan, S. Sreekumar, P. Vinod, M. Narayanan Namboodiripad
Electrocardiogram (ECG) is a vital signal which represents the state of health of astronauts in a manned spaceflight mission and hence must be continuously acquired and transmitted throughout the mission. Telemetry bandwidth is a premium resource in such applications. Traditional method of sampling at Nyquist rate is highly bandwidth inefficient. Hence it is advantageous to use Compressive sensing (CS) technique to optimize data at measurement point itself. Conventional CS techniques employ computationally intensive measurement matrices which are not hardware efficient for both acquisition as well as recovery. In this work, a hardware efficient scheme with use of a sparse binary measurement matrix is proposed. The signal is recovered from the compressive measurement using a constraint function based on inverted Laplace distribution function. Gradient decent method is used to recursively recover the original ECG signal from the compressive measurements in an efficient manner. Apart from this, a projection scheme is also proposed to minimize the recovery error. The proposed scheme was extensively evaluated with different ECG samples with different compression ratios. Finally, the proposed scheme was benchmarked with Approximated L0 norm based method and it is found to perform more efficiently in compressively sensing and recovery of ECG signals.
在载人航天飞行任务中,心电图是反映航天员健康状况的重要信号,必须在整个任务过程中持续采集和传输。遥测带宽在此类应用中是一种宝贵的资源。传统的奈奎斯特速率采样方法带宽效率很低。因此,利用压缩感知技术对测点本身的数据进行优化是有利的。传统的CS技术采用计算密集型的测量矩阵,这对于采集和恢复来说都不是硬件高效的。本文提出了一种利用稀疏二值测量矩阵的硬件高效方案。利用基于拉普拉斯分布函数的约束函数从压缩测量中恢复信号。采用梯度体面法从压缩测量中递归恢复原始心电信号,有效地提高了信号的复原效率。此外,还提出了一种最小化恢复误差的投影方案。采用不同压缩比的不同ECG样本对该方案进行了广泛的评估。最后,用基于近似L0范数的方法对该方法进行了测试,结果表明该方法在心电信号的压缩感知和恢复方面具有更高的效率。
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引用次数: 0
Braille Assistance System for Visually Impaired, Blind & Deaf-Mute people in Indoor & Outdoor Application 盲人、聋哑人盲文辅助系统在室内外的应用
Sunil Kumar KN, R. Sathish, S. Vinayak, Tarkeshwor Parasad Pandit
Navigation in outdoor and indoor is certainly an challenging task for visually impaired, blind and deaf-mute people, indoor navigation itself is certainly becoming an harder task for blind, visually impaired people and dead-mute people. As far as observed for the non-visually impaired, it is even worse for the visually impaired. People with visual disabilities or blinds are often depending up on external assistance like trained dogs, humans, or special devices as support systems for making decisions. Hence blind people need an assistive device that will allow blind user to navigate freely and this requirement has become crucial. Here the interfacing of different sensors and actuators along with Braille keypad which is user friendly application to these peoples is done with ARM LPC-2148 and it helps in minimizing the problems faced by blind people by maximizing the use of technology. The walking stick used by the blind people has multiple sensors incorporated in it, with the help of which it is possible to enhance more features and technology to the walking stick. The main features are to detect the obstacle for collision avoidance, along with certain other sensors for pit whole detection, fire detection, and water detection. Panic switch is the emergency button that sends an SMS from the GSM module to the caretaker with the present particular location (GPS coordinates) of the blind, visually impaired and deaf mute person. The work goes for giving the safest route to blind persons, visually impaired person or deaf-mute person, by designing a more flexible assistance system and cost effective system that helps them in improving their navigating skills in outdoor and indoor application and also not to depend on none during walking in even unknown areas.
户外和室内导航对于视障人士、盲人和聋哑人来说无疑是一项具有挑战性的任务,而室内导航对于盲人、视障人士和完全哑的人来说无疑是一项更加艰巨的任务。就非视障人士而言,视障人士的情况更糟。有视觉障碍或失明的人经常依赖外部援助,如训练有素的狗、人或特殊设备作为决策的支持系统。因此,盲人需要一种辅助设备,使盲人能够自由地导航,这一要求变得至关重要。在这里,不同的传感器和执行器的接口以及盲文键盘,这是用户友好的应用程序,这些人是用ARM LPC-2148完成的,它有助于最大限度地减少盲人面临的问题,最大限度地利用技术。盲人使用的手杖内置了多个传感器,借助这些传感器可以增强手杖的更多功能和技术。其主要功能是检测障碍物以避免碰撞,并与某些其他传感器一起进行坑整体检测,火灾检测和水检测。紧急开关是一个紧急按钮,它从GSM模块向管理员发送一条短信,其中包含盲人、视障人士和聋哑人的当前特定位置(GPS坐标)。这项工作旨在为盲人、视障人士或聋哑人提供最安全的路线,通过设计一个更灵活、更经济的辅助系统,帮助他们提高在室外和室内应用的导航技能,并且在甚至未知的地区行走时不依赖任何人。
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引用次数: 14
A Hybrid Diagnosis System for Malignant Melanoma Detection in Dermoscopic Images 皮肤镜图像中恶性黑色素瘤的混合诊断系统
B. Pallavi, Keshvamurthy
Among the generally occurring common skin cancer, Melanoma is said to be the most dangerous type of cancer. Many of the Computer vision techniques have adapted to detect the disease early days. In the similar way this paper proposes an image pattern classification to identify skin disease in images with a combination of texture and color feature extraction. The main aim of this paper is to find appropriate features that can identify skin disease. Initially, normal and diseased images are collected and pre-processed by converting the images into Grayscale by PCA and multilevel Otsu thresholding. In addition the post processing includes dilation and erosion techniques and canny edge detection for quantization. Then features of shape, color and texture are extracted from the images and these images are classified by support vector machine classifier. A combination of several features is used to evaluate the appropriate features to find distinctive features for identification of disease. When a single feature is used, shape feature has the lowest accuracy of and texture feature has the highest accuracy. A combination of texture and color feature extraction results highest classification accuracy.
在常见的皮肤癌中,黑色素瘤被认为是最危险的一种癌症。许多计算机视觉技术已经适应了早期的疾病检测。同样,本文提出了一种结合纹理和颜色特征提取的图像模式分类方法来识别图像中的皮肤病。本文的主要目的是找到可以识别皮肤病的适当特征。首先采集正常图像和病变图像,通过PCA和多级Otsu阈值法将图像转换为灰度进行预处理。此外,后处理还包括膨胀和侵蚀技术以及用于量化的精细边缘检测。然后提取图像的形状、颜色和纹理特征,利用支持向量机分类器对图像进行分类。几种特征的组合用于评估适当的特征,以找到识别疾病的独特特征。当使用单个特征时,形状特征的精度最低,纹理特征的精度最高。结合纹理和颜色特征提取的分类精度最高。
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引用次数: 6
Digital Image Encryption based on Transformation and Henon Chaotic Substitution 基于变换和Henon混沌替换的数字图像加密
S. N. Prajwalasimha, S. Kavya, C. Navyakanth
This paper intends a fast and efficient cryptosystem based on confusion and Henon chaotic diffusion. The algorithm encrypts an image in two stages. In the first stage, the original images is transformed using Pseudo Hadamard transformation (PHT) along with substitution image. The key length used in the algorithm is 128 bits. These secrete key digits are used as initial conditions for Henon chaotic generator. A substitution box (S-box) is constructed using random sequences generated by chaotic generator. The cipher image from confusion stage is then subjected for diffusion using S-box. Based on the results obtained from differential and analytical tests, the proposed algorithm can withstand such security attacks compared to existing systems.
本文提出了一种基于混沌和Henon混沌扩散的快速高效的密码系统。该算法分两个阶段对图像进行加密。在第一阶段,使用伪哈达玛变换(PHT)和替换图像对原始图像进行变换。该算法使用的密钥长度为128位。这些密钥数字作为Henon混沌发生器的初始条件。利用混沌发生器产生的随机序列构造一个替换盒(S-box)。然后用s盒对混淆阶段的密码图像进行扩散处理。基于差分测试和分析测试的结果,与现有系统相比,所提出的算法能够抵御此类安全攻击。
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引用次数: 2
Optimizing Power and Improving Performance of 4-16 Hybrid-Logic Line Decoder using Power Gating Technique 利用功率门控技术优化4-16混合逻辑线解码器的功率和性能
A. Sharma
Recently, power gating technique is being adopted in many designs for minimizing power consumption (MTCMOS). This paper mounts new hybrid-logic circuit design for inverted 4–16 decoder invented using sleep transistor capable of lowering power dissipation and power-delay product(PDP). Two circuit designs are proposed here using DEC-14 topology and DEC-15 topology at supply voltage of 1V and 10MHz frequency. Also, pulse input is provided to sleep transistor for switching action at 10MHz frequency. Employing this technique, considerably reduces leakage power, benefitting circuit design by improvising its key parameters. Later, various simulations results are represented on 32nm technology showing brief comparison between distinct circuits.
近年来,功率门控技术被广泛应用于最小化功耗(MTCMOS)的设计中。本文提出了一种新的混合逻辑电路设计,用于使用睡眠晶体管的4-16倒译码器,该电路能够降低功耗和功率延迟积(PDP)。本文提出了在电源电压为1V,频率为10MHz时采用DEC-14拓扑和DEC-15拓扑的两种电路设计。此外,脉冲输入提供给休眠晶体管,用于10MHz频率的开关动作。采用这种技术,大大减少了泄漏功率,并通过改进其关键参数而有利于电路设计。随后,在32nm工艺上给出了各种仿真结果,并对不同电路进行了简要比较。
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引用次数: 1
Performance Optimization of Dual supply voltage level shifter using FINFET and CNTFET at 32nm technology 采用32纳米技术的FINFET和CNTFET双电源电压电平转换器的性能优化
P. Singla, Urvashi Bansal
With bulk CMOS technology scaling below 100 nm, there is significant increase of leakage power in that. Multigate FET like FINFET and CNTFET (carbon Nano tube field effect transistor) are the devices to replace that because of improved drive strength and short channel behavior. This paper represents dual supply voltage level shifter which is capable of converting low input of voltage to high level. This proposes a comparative study of voltage level shifter at 32nm technology node of MOSFET, FINFET and CNTFET. Simulations results tells us that there is notable improvement at frequency 0.5Mz in average power and PDP of 7.50E-07 W and 3.57E-14 in FINFET and 9.58E-07 W and 2.45E − 14 in case of CNTFET with comparison of MOSFET.
随着块体CMOS技术在100 nm以下的尺寸,漏功率显著增加。多栅极场效应晶体管,如FINFET和CNTFET(碳纳米管场效应晶体管),由于提高了驱动强度和短通道性能,是取代它的器件。本文介绍了一种能够将低输入电压转换为高输入电压的双电源电压移电平器。本文对MOSFET、FINFET和cnfet在32nm技术节点上的电压电平移位器进行了比较研究。仿真结果表明,在0.5Mz频率下,FINFET的平均功率和PDP分别为7.50E-07 W和3.57E-14, cnfet的平均功率和PDP分别为9.58E-07 W和2.45E -14,与MOSFET相比有显著提高。
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引用次数: 0
期刊
2019 4th International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT)
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