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2021 8th International Conference on Signal Processing and Integrated Networks (SPIN)最新文献

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Development of an Algorithmic Approach for Hiding Sensitive Data and Recovery of Data based on Fingerprint Identification for Secure Cloud Storage 基于指纹识别的安全云存储敏感数据隐藏与恢复算法研究
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566026
T. Lokhande, S. Sonekar, Aachal Wani
Information Security is a unified piece of information technology that has emerged as vibrant technology in the last two decades. To manage security, authentication assumes a significant part. Biometric is the physical unique identification as well as authentication for the third party. We have proposed the security model for preventing many attacks so we are used the innermost layer as a 3DES (Triple Encryption standard) cryptography algorithm that is providing 3- key protection as 64-bit and the outermost layer used the MD5 (Message Digest) algorithm. i. e. providing 128-bit protection as well as we is using fingerprint identification as physical security that is used in third-party remote integrity auditing. Remote data integrity auditing is proposed to ensure the uprightness of the information put away in the cloud. Data Storage of cloud services has expanded paces of acknowledgment because of their adaptability and the worry of the security and privacy levels. The large number of integrity and security issues that arise depends on the difference between the customer and the service provider in the sense of an external auditor. The remote data integrity auditing is at this point prepared to be viably executed. In the meantime, the proposed scheme is depending on identity-based cryptography, which works on the convoluted testament of the executives. The safety investigation and the exhibition assessment show that the planned property is safe and productive.
信息安全是一种统一的信息技术,在过去的二十年里,它已经成为一种充满活力的技术。为了管理安全性,身份验证扮演了重要的角色。生物特征是对第三方的物理唯一识别和认证。我们提出了防止许多攻击的安全模型,因此我们使用最内层作为3DES(三重加密标准)加密算法,该算法提供64位的3个密钥保护,最外层使用MD5(消息摘要)算法。即提供128位保护,我们还使用指纹识别作为第三方远程完整性审计中使用的物理安全。为了保证存储在云中的信息的正确性,提出了远程数据完整性审计。云服务的数据存储由于其适应性和对安全和隐私级别的担忧,扩大了识别的步伐。在外部审计员的意义上,出现的大量完整性和安全性问题取决于客户和服务提供者之间的差异。此时,远程数据完整性审计已准备好执行。与此同时,提议的方案依赖于基于身份的密码学,它适用于高管的复杂遗嘱。安全调查和展览评估表明,规划的物业是安全的和生产的。
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引用次数: 0
Efficient Face Identification and Authentication Tool for Biometric Attendance System 生物识别考勤系统的高效人脸识别与认证工具
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9565990
Sahajpreet Singh, Sai Chandra Kumar Chintalacheruvu, Saksham Garg, Yash Giri, M. Kumar
Digitalization has been on the rise in the professional, educational, commercial, financial, and basically every major relevant field of the world for much of this century. As every institution race towards ensuring an online presence and accessibility, people have become reliant on digital utilities, sometimes more so than their physical versions. Among the many facilities that are being digitalized, one of them is very relevant to students, employees and organizations which handle mass numbers of people, the attendance system. This is one facility that is still plagued by many errors and loopholes despite its recent development. There is a lack of a secure, robust, userfriendly, automated, and live attendance collection system. This research paper aims to capitalize on this problem and provide a possible solution that addresses these issues.Method: Face recognition system is one such model, which is used to detect real-time human faces. These are used to look for front and side-looking faces and detect them using some technique. They are functioned on the basis of different algorithms. One such algorithm is the LBPH algorithm which this research paper will be talking about. It was earlier used only for text-recognition. But with time, it has evolved and now is able to detect faces with the help of some linking algorithms.Results: This research paper helped us to get an overview on how face recognition system which is in every way a robust, secure and contact-less system can be made. Also, how LBPH algorithm best suits in making such model can be seen through this paper.
在本世纪的大部分时间里,数字化在专业、教育、商业、金融以及世界上几乎所有主要相关领域都在兴起。由于每个机构都在竞相确保在线存在和可访问性,人们已经变得依赖数字设施,有时甚至比实体设施更依赖。在许多正在数字化的设施中,其中一个与学生,员工和处理大量人员的组织非常相关,即考勤系统。尽管这是一个最近发展起来的设施,但仍然存在许多错误和漏洞。缺乏一个安全的、健壮的、用户友好的、自动化的、实时的考勤系统。这篇研究论文的目的是利用这个问题,并提供一个可能的解决方案,解决这些问题。方法:人脸识别系统就是这样一个模型,用于实时检测人脸。这些是用来寻找正面和侧面的脸,并使用一些技术来检测它们。它们的功能基于不同的算法。其中一种算法是LBPH算法,这篇研究论文将讨论它。它以前只用于文本识别。但随着时间的推移,它已经进化,现在能够在一些链接算法的帮助下检测人脸。结果:这篇研究论文帮助我们对人脸识别系统如何在各个方面都是一个强大的、安全的、非接触式的系统进行了概述。通过本文可以看出LBPH算法如何最适合于制作这样的模型。
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引用次数: 5
Power Quality Enhancement of Cascaded H Bridge 5 Level and 7 Level Inverters 级联H桥5电平和7电平逆变器的电能质量提高
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566143
Asha Singh, P. K. Nayak, R. Ruchira, P. Choudekar
Multilevel inverters are capable of attaining a staircase output voltage waveform with reduced harmonic content. In this paper, cascaded H bridge 5 level and 7 level inverters are simulated in MATLAB/SIMULINK. The power quality analysis has been carried out for both the designs with and without filters. Filters used at the output of the inverters are low pass filters and second order filters. The amount of deviation of output waveforms from the pure sinusoidal waveforms has been measured as total harmonic distortion. Comparison of both the inverter topologies with and without filters has been done on the basis of Total Harmonic Distortion (THD).
多电平逆变器能够获得一个阶梯输出电压波形与减少谐波含量。本文在MATLAB/SIMULINK中对级联H桥5电平和7电平逆变器进行了仿真。对带滤波器和不带滤波器的设计进行了电能质量分析。在逆变器输出端使用的滤波器是低通滤波器和二阶滤波器。输出波形与纯正弦波形的偏差量被测量为总谐波失真。在总谐波失真(THD)的基础上,对带滤波器和不带滤波器的逆变器拓扑进行了比较。
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引用次数: 0
Denoise Auto-Encoder Based Speckle Reduction for RISAT-1 SAR Imagery 基于噪声自动编码器的RISAT-1 SAR图像散斑抑制
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566055
Trupti G. Kamod, P. Rege, S. Kulkarni
Synthetic aperture radar (SAR) images can pass through cloud cover, dry particles, and haze except for heavy rainfall. Therefore, they are available in all climates, all the time. However, the SAR images are corrupted by speckle noise generated by coherent processing of SAR signal. In this paper, the denoise auto-encoder model is proposed to reduce the speckle noise in SAR images, and the performance of the auto-encoder model is compared with different spatial-domain adaptive filters viz. Lee, Frost, Enhanced Lee, Enhanced Frost. The performance of the proposed denoising encoder is assessed using visual analysis, and quantitative evaluation using metrics, viz. equivalent number of looks (ENL), speckle suppression index (SSI) and speckle suppression and mean preservation index (SMPI). The evaluation of the denoise auto-encoder reveals that its performance is better than spatial- domain adaptive filters.
合成孔径雷达(SAR)图像可以穿过云层、干燥颗粒和雾霾,但大雨除外。因此,它们在任何气候、任何时间都适用。然而,对SAR信号进行相干处理时产生的散斑噪声会对SAR图像造成破坏。为了降低SAR图像中的散斑噪声,本文提出了一种降噪自编码器模型,并比较了不同空域自适应滤波器(Lee、Frost、Enhanced Lee、Enhanced Frost)的性能。采用视觉分析方法对所提出的去噪编码器的性能进行了评估,并使用等效外观数(ENL)、散斑抑制指数(SSI)和散斑抑制和平均保存指数(SMPI)等指标进行了定量评估。对噪声自编码器的性能评价表明,其性能优于空间域自适应滤波器。
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引用次数: 1
Autonomous Maintenance in Industrial Revolution 4.0 during Covid-19–A Real Time Approach 2019冠状病毒病期间工业革命4.0中的自主维护——实时方法
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566019
Roosefert Mohan T, Preetha Roselyn J, Annie Uthra R
Achieving the customer demand in manufacturing industries during Covid-19 situation is a challenging task since the industry needs to stick on to the local government policies such as high safety, work from home, man power reduction for the purpose of social distance, travelling in transport etc. If the machines produce quality products without any interruption, minor stoppages or breakdown, then the industry can achieve its production demand satisfying the customer need along with Covid-19 restrictions. By implementing autonomous maintenance called Jisu Hazen (JH) pillar of Total Productive Maintenance, around 70% of breakdown caused due to forced deterioration can be eliminated. Data centric digitalization through Industry 4.0 and Industrial Internet of Things, manpower and manmade errors are reduced which intern eliminate breakdown, defects and increase productivity. Using smart sensors, the signature parameters related to Clean Lubricate Inspection and Tightening CLIT are digitalized and a smart JH is followed. Through smart JH, operators working hours, number of employees are reduced, work from home situation is made for maintenance engineers to maintain Covid-19 rules.
在新冠疫情期间,实现制造业的客户需求是一项具有挑战性的任务,因为该行业需要遵守当地政府的政策,如高安全性、在家工作、减少人力以保持社交距离、乘坐交通工具等。如果机器生产出高质量的产品,没有任何中断、轻微停机或故障,那么该行业就可以实现满足客户需求的生产需求。通过实施被称为jsu Hazen (JH)的全面生产维护支柱的自主维护,可以消除大约70%由强制劣化引起的故障。通过工业4.0和工业物联网,以数据为中心的数字化,减少了人力和人为错误,从而消除了故障和缺陷,提高了生产率。利用智能传感器,将清洁润滑检测和拧紧CLIT相关的特征参数数字化,实现智能JH。通过智能JH,减少了操作员的工作时间,减少了员工人数,为维护工程师提供了在家工作的情况,以维护Covid-19规则。
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引用次数: 1
Cardiac signals classification based on Extra Trees model 基于Extra Trees模型的心脏信号分类
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9565992
B. Dhananjay, N. Venkatesh, Arya Bhardwaj, J. Sivaraman
The challenging aspect of diagnosing cardiac abnormalities is the accurate classification of cardiac signals. Classifying cardiac abnormalities having similar wave morphologies by manual measurements is a herculean task. The main aim of this work is to classify Sinus Rhythm (SR), Sinus Tachycardia (ST) under physical stress, and Atrial Tachycardia (AT), by developing a machine learning model, Extra Trees (ET). The input feature set of the developed ET model consist of clinical morphologies of the cardiac signal. The clinical morphologies include durations (in ms) of P wave, PR Interval (PRI), QRS complex, T wave, QT Interval (QTI), PP Interval (PPI), and amplitudes (μV) of P, R, and T waves. Apart from classifying, the ET model has also ranked the essential clinical features required to diagnose SR, ST and AT signals. According to the ET model, P (ms), PPI (ms), and P (μV) are the crucial features to classify signals. The precision, recall, and F1 scores of the developed ET model in SR are 0.99, 0.929, and 0.963, respectively, in ST is 0.99 and in AT are 0.947, 0.99, and 0.973, respectively. The advantage of ET model over other classifiers is that, being an ensemble-based classifier developed from a decision tree classifier, it prevents over fitting.
诊断心脏异常最具挑战性的方面是心脏信号的准确分类。通过人工测量对具有相似波形的心脏异常进行分类是一项艰巨的任务。这项工作的主要目的是通过开发机器学习模型Extra Trees (ET),对生理压力下的窦性心律(SR)、窦性心动过速(ST)和房性心动过速(AT)进行分类。所开发的ET模型的输入特征集由心脏信号的临床形态学组成。临床形态学包括P波持续时间(ms)、PR间期(PRI)、QRS复合体、T波、QT间期(QTI)、PP间期(PPI)和P波、R波、T波振幅(μV)。除了分类之外,ET模型还对诊断SR、ST和AT信号所需的基本临床特征进行了排序。根据ET模型,P (ms)、PPI (ms)和P (μV)是信号分类的关键特征。所建立的ET模型在SR上的精密度、召回率和F1分数分别为0.99、0.929和0.963,在ST上为0.99,在AT上分别为0.947、0.99和0.973。ET模型相对于其他分类器的优势在于,作为一个从决策树分类器发展而来的基于集成的分类器,它可以防止过度拟合。
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引用次数: 1
Design and Implementation of 32 bit MIPS based RISC Processor 基于32位MIPS的RISC处理器的设计与实现
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566007
G. Dewangan, G. Prasad, Bipin Chandra Mandi
MIPS-based RISC processor has a wide range of applications because of its low power consumption and high-speed performance. Here a design of Pipeline based MIPS processor is proposed using the forwarding and stalling process. A pipeline is used to improve each stage’s utilization factor and improve the overall performance of MIPS. A pipeline-based MIPS processor is presented here and has different five processing stages instruction fetch (IF), instruction decode (ID), execution (EXE), memory (MEM), and write back(WB). The data hazard solving technique is achieved by using the method as mentioned above. The design had been synthesized and simulated with the help of the Xilinx Vivado tool and implemented in the Virtex ultra scale board, and the total consumption power of 0.999 W is measured.
基于mips的RISC处理器以其低功耗和高速性能而具有广泛的应用前景。本文提出了一种基于Pipeline的MIPS处理器的设计,该处理器采用了转发和延迟处理。采用管道来提高每一级的利用率,提高MIPS的整体性能。本文提出了一种基于流水线的MIPS处理器,它有五个不同的处理阶段:指令提取(IF)、指令解码(ID)、执行(EXE)、内存(MEM)和回写(WB)。采用上述方法实现数据危害求解技术。利用Xilinx Vivado工具对该设计进行了综合仿真,并在Virtex超大规模板上实现,测得总功耗为0.999 W。
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引用次数: 0
Design of Energy Efficient True Random Number Generator using MUX-Metastable Approach 基于mux -亚稳态方法的高效真随机数发生器设计
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566149
Dhirendra Kumar, Himanshu Kesarwani, Kavindra Kandpal, P. K. Misra, M. Goswami
The design of a meta-stable ring oscillator-based true random number generator (TRNG) is presented in this paper. The proposed circuit is designed in 40nm CMOS technology and simulated in cadence virtuoso simulation environment using a combination of current starved-based ring oscillators (ROs), multiplexer, linear feedback shift register (LFSR), UP/DOWN counter followed by a meta-stable circuit. The current starved inverter-based RO is used in place of the power-hungry comparator to save a significant amount of power dissipation observed in the existing design. The metastable circuit is used for providing randomness in the design. The proposed design had resulted in the generation of approximately 40Mbps speed, the power dissipation of 730μW, and energy efficiency of 18.25pJ/bit when designed at 1.1V. The design is fully validated by NIST 800.22 statistical test suite. The proposed design is thus highly suitable for random number generation.
本文设计了一种基于元稳定环振的真随机数发生器。该电路采用40nm CMOS技术设计,并在cadence virtuoso仿真环境中进行仿真,采用基于电流不足的环形振荡器(ROs)、多路复用器、线性反馈移位寄存器(LFSR)、UP/DOWN计数器和亚稳定电路的组合。基于电流饥渴的逆变器的RO被用来代替耗电比较器,以节省在现有设计中观察到的大量功耗。亚稳电路用于在设计中提供随机性。在1.1V电压下,该设计可产生约40Mbps的速度、730μW的功耗和18.25pJ/bit的能效。该设计通过NIST 800.22统计测试套件进行了充分验证。因此,所提出的设计非常适合于随机数的生成。
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引用次数: 0
Temperature Compensation Circuit for ISFET based pH Sensor 基于ISFET的pH传感器温度补偿电路
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566148
Neelu Tiwari, Pankaj Gupta
The ion sensitive field effect transistor (ISFET) are being utilized in pH sensor technology to sense pH values. However, it is highly sensitive to temperature and may introduce variations in the output resulting into errors in the reading. This paper proposes a readout integrated circuit (ROIC) for temperature compensation of an ISFET based pH sensor. The resistor present in the bridge works as a thermistor and helps in stabilizing the output. The test circuit is simulated using LTSpice. The analysis is done for a temperature range of 0 − 50°C and pH range of 5.5 to 14 respectively. The performance analysis has been presented with four different type of sensing films i.e. SiO2, Al2O3, Ta2O3 and Si3N4. The proposed circuit gave optimum results, wherein a constant output voltage is achieved throughout the temperature range 0 − 50°C with sensitivity less than 56.33mV/pH. The proposed circuit has been briefly compared with the existing circuits.
离子敏感场效应晶体管(ISFET)正被应用于pH传感器技术中来检测pH值。然而,它对温度高度敏感,可能会引入输出变化,导致读数误差。本文提出了一种用于ISFET pH传感器温度补偿的读出集成电路(ROIC)。电桥中的电阻作为热敏电阻工作,有助于稳定输出。使用LTSpice对测试电路进行了仿真。分析分别在0 - 50°C的温度范围和5.5至14的pH范围内完成。对SiO2、Al2O3、Ta2O3和Si3N4四种不同类型的传感膜进行了性能分析。所提出的电路给出了最佳结果,其中在整个温度范围0 - 50°C内实现恒定输出电压,灵敏度小于56.33mV/pH。提出的电路与现有的电路进行了简要的比较。
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引用次数: 2
Scalability Analysis and Performance Measurement of LoRa Network for Smart City Using Internet of Things 基于物联网的智慧城市LoRa网络可扩展性分析与性能测量
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566082
Vishal Sharma, A. Roy, T. Raj
Now a days, Internet of Things (IoT) technology is becoming popular worldwide due to the increasing awareness to connect multifarious objects via internet in a pragmatic manner. IoT technology is constantly playing a key role in effective and pragmatic management of numerous assets of smart city as demanded in modern world. The principal objective of this investigation is to examine the scalability as well as performance measurement of LoRa (Long Range) network for the smart city using IoT. Furthermore, this research contributes to determine maximum sensors that are integrated in smart city model to control and mange various assets in less power consumption. The motive behind this investigation was to measure LoRa networks scalability, considering multifarious factors namely packets payload sizes, spreading factors, total nodes as well as parameters of the duty cycle. The investigational outcomes disclose that highest LoRa sensors which may converse on same network are 1600.
如今,物联网(IoT)技术正在全球范围内流行,因为人们越来越意识到通过互联网以实用的方式连接各种物体。物联网技术在现代世界对智慧城市众多资产的有效和务实管理中不断发挥着关键作用。本研究的主要目的是研究使用物联网的智慧城市的LoRa(远程)网络的可扩展性和性能测量。此外,本研究有助于确定集成在智慧城市模型中的最大传感器,以更少的功耗控制和管理各种资产。这项调查背后的动机是衡量LoRa网络的可伸缩性,考虑多种因素,即数据包有效负载大小、传播因素、总节点以及占空比参数。研究结果表明,可在同一网络上进行会话的LoRa传感器最高为1600。
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引用次数: 1
期刊
2021 8th International Conference on Signal Processing and Integrated Networks (SPIN)
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