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

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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
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
Parasitic Extraction and Performance Assessment using Experimental Analysis of rGO Interconnects for PCB Designs 基于实验分析的PCB设计中rGO互连的寄生提取和性能评估
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566006
Vishank Makhe, Vinay S. Palaparthy, Yash Agrawal
In this paper, novel reduced graphene oxide (rGO) interconnects for printed circuit boards (PCBs) designs are investigated using experimental analysis. rGO is a newly investigated and prominent material owing to its good electrical, thermal, mechanical and chemical properties. The prospective rGO is benchmarked with respect to conventional copper (Cu) based interconnects. Multiple interconnect device samples are fabricated physically by using FR4 copper clad for the analysis. The current-voltage (I-V) characteristics of these rGO and Cu interconnects are observed for linearity. The parasitic extraction of these interconnects is carried out using inductance-capacitance-resistance (LCR) meter. The characteristics of parasitic elements with respect to varying frequency range from 100 Hz to 10 MHz has been determined and analyzed in detail with the help of LCR meter. The attenuation and slew rate performance parameters are also determined with the help of digital storage oscilloscope (DSO).
本文通过实验分析研究了用于印刷电路板设计的新型还原氧化石墨烯(rGO)互连。氧化石墨烯具有良好的电学、热学、力学和化学性能,是一种新兴的突出材料。未来的rGO是相对于传统的铜(Cu)基互连的基准。采用FR4铜包层物理制备多个互连器件样品进行分析。这些rGO和Cu互连的电流-电压(I-V)特性被观察到线性。利用电感-电容-电阻(LCR)计对这些互连进行寄生提取。利用LCR计对寄生元件在100hz ~ 10mhz范围内的特性进行了详细的测定和分析。在数字存储示波器(DSO)的帮助下,确定了衰减和摆率性能参数。
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引用次数: 0
Pulse Width Modulation controller based Thermal Stabilization for Iodine evaporation inflowing chemical laser 基于脉宽调制控制器的碘蒸发流入化学激光器热稳定
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9565952
R. Dohare, Mainuddin, G. Singhal
Present paper focuses upon development of thermal stabilization scheme based on pulse width modulation (PWM) controller used for iodine evaporation in flowing chemical laser. Iodine acts a lasing medium in chemical oxygen iodine laser (COIL). In COIL, iodine crystals are put in iodine chambers and needs to be continuously evaporated in order to get vapor iodine. For efficient COIL operation, stabilized iodine evaporation is one of the prime needs. In addition, iodine transportation lines are also required to be heated to ~ 75°C-85°C in order to restrict the iodine deposition during transport. Iodine being hazardous to human beings, the said thermal operation has to be continuously monitored and controlled to provide uniform flow of iodine during safe laser operation. Thermal actions are performed by using several rod heaters and belt heaters. A PWM controller based in house thermal stabilization scheme has been developed using feedback mechanism for iodine evaporation with an accuracy of ±0.5°C instead of using commercially available controllers. It comprises of Operational Amplifier LF 356, Instrumentation Amplifier (IA) AD 620, LM 339 Comparator ICs, K type thermocouple and solid state relay (SSR).The developed hardware has been interfaced with data acquisition system (DAS) and all the temperatures were monitored and recorded online.
本文研究了一种基于脉宽调制(PWM)控制器的热稳定方案,用于流动化学激光器中的碘蒸发。在化学氧碘激光器(COIL)中,碘作为激光介质。在COIL中,碘晶体被放入碘室中,需要不断蒸发以获得蒸汽碘。为了使COIL高效运行,稳定的碘蒸发是主要需求之一。此外,为了限制碘在运输过程中的沉积,还需要将碘运输管道加热到~ 75°C-85°C。由于碘对人体有害,因此在激光安全操作过程中,必须对热操作进行持续监测和控制,以保证碘的均匀流动。热作用是通过使用几个棒加热器和带加热器来完成的。一种基于室内热稳定方案的PWM控制器已经开发出来,使用反馈机制的碘蒸发精度为±0.5°C,而不是使用市售控制器。它由运算放大器lf356,仪表放大器(IA) ad620, lm339比较器ic, K型热电偶和固态继电器(SSR)组成。所开发的硬件与数据采集系统(DAS)相连接,实现了所有温度的在线监测和记录。
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引用次数: 0
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 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
Interfacing of Digital and Resolver Type Systems for Transmission of Heading Angle 数字式和旋转式系统在航向角传输中的接口
Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9565978
Vijendra Kumar Singh, Y. Sharma
A marine vessel platform is fitted with sensors and equipments of diverse origin which are required to work in tandem in order to enhance its operation capability. However, due to incompatibilities in the data formats and protocols that are used, these equipments/ sensors cannot be integrated directly. As the systems available are a mixture of digital and analog types, this paper details the design and development of Embedded Interfacing Solution for interfacing of Digital and Resolver type systems for transmission of An embedded interfacing board was using Cadence OrCAD proprietary subsequently implemented using 8051, Digital to Resolver converter modules, low power operational amplifiers and other required components. This electronic embedded interfacing board converts the digital input containing heading angle into Analog Resolver type of output. This was tested using simulated heading angle created with the help of COM Port Toolkit software application and the output of this embedded interfacing solution was measured on Angle Position Indicator (API) and with the help of Oscilloscope.
为了提高船舶平台的运行能力,船舶平台上安装了各种来源的传感器和设备,这些传感器和设备需要串联工作。然而,由于所使用的数据格式和协议不兼容,这些设备/传感器不能直接集成。由于现有的系统是数字和模拟类型的混合,本文详细介绍了用于数字和解析器类型系统的传输接口的嵌入式接口解决方案的设计和开发。嵌入式接口板使用Cadence OrCAD专有技术,随后使用8051实现,数字到解析器转换模块,低功率运算放大器和其他所需组件。该电子嵌入式接口板将包含航向角的数字输入转换为模拟解析器类型的输出。利用COM Port Toolkit软件创建的模拟航向角对其进行了测试,并在角度位置指示器(API)和示波器的帮助下测量了该嵌入式接口方案的输出。
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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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