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Self-Driving Car for a Smart and Safer Environment – A Review 自动驾驶汽车的智能和更安全的环境-综述
Pub Date : 2023-09-01 DOI: 10.36548/jei.2023.3.004
None Sanjay S Tippannavar, None Yashwanth S D
The frequent human errors while driving causes awful events ending up in significant amount of road accidents. Today's traffic forums insist drivers to pay careful attention to the traffic signals that are simultaneously notified through the different sources. The two of the major effects of reckless driving are increased traffic and fatalities. More accidents occur as a result of common errors made by people, such as talking on the phone or playing loud music while driving. Automated traffic detection and real-time monitoring may significantly enhance and assist the driving safety. The usage of automated traffic detection and real-time monitoring is more important nowadays, as technology is seeking for automation in every area. The potential of autonomous vehicles to travel on highways and roads offers people with a wide range of opportunities, from improving traffic safety to fundamentally altering the way a person gets about. Additionally, the recent increases in accidents, which have been connected to both an increase in the number of automobiles on the road and negligent driving on the part of drivers, it appears that owning a car is now necessary. Self-driving cars have the ability to sense their surroundings as it is enabled with the LiDAR, Radar, GPS, and cameras. Autonomous cars' main benefit is their decreased risk of accidents. If these vehicles are widely available and well-engineered, their reduced fuel use could help in reducing the pollution. The pre-installed features including lane identification, obstacle recognition, and traffic sign detection, enables the car to go independently from one place to another. This review article may be used as a quick guide for professionals experimenting with self-driving cars with various technologies.
驾驶时频繁的人为失误导致了可怕的事件,最终导致了大量的交通事故。今天的交通论坛坚持驾驶员要仔细注意通过不同来源同时通知的交通信号。鲁莽驾驶的两个主要影响是增加交通和死亡人数。更多的事故是由于人们的常见错误造成的,比如开车时打电话或大声播放音乐。自动交通检测和实时监控可以显著提高和辅助驾驶安全。随着技术在各个领域寻求自动化,自动化交通检测和实时监控的使用变得更加重要。自动驾驶汽车在高速公路和道路上行驶的潜力为人们提供了广泛的机会,从提高交通安全到从根本上改变人们的出行方式。此外,最近交通事故的增加,这与道路上汽车数量的增加和司机的疏忽驾驶有关,似乎拥有一辆车现在是必要的。自动驾驶汽车具有感知周围环境的能力,因为它启用了激光雷达、雷达、GPS和摄像头。自动驾驶汽车的主要好处是降低了事故风险。如果这些车辆广泛使用并且设计精良,它们减少的燃料使用将有助于减少污染。预装的功能包括车道识别、障碍物识别和交通标志检测,使汽车能够独立地从一个地方行驶到另一个地方。这篇评论文章可以作为专业人士尝试使用各种技术的自动驾驶汽车的快速指南。
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引用次数: 0
Application of Bat Algorithm for Data Anonymization Bat算法在数据匿名化中的应用
Pub Date : 2023-09-01 DOI: 10.36548/jei.2023.3.002
None Manas Kumar Yogi, Dwarampudi Aiswarya, Yamuna Mundru
The rapid proliferation of digital data has raised significant concerns regarding privacy and data security, necessitating the development of effective data anonymization techniques. This research presents a novel application of the Bat Algorithm (BA) for data anonymization, a nature-inspired optimization algorithm that mimics the echolocation behavior of Bats. The proposed approach leverages the BA's unique search capabilities to achieve a delicate balance between data utility and privacy preservation, a critical aspect in today's data-driven world. By treating data attributes as potential solutions and employing the BA's search process, the algorithm iteratively identifies and modifies sensitive attributes while minimizing information loss. This research contributes to the developing field of research on data anonymization by introducing a nature-inspired optimization technique that offers a promising alternative to traditional anonymization methods. Experimental results on various real-world datasets demonstrate the effectiveness of the proposed approach in achieving robust privacy protection while maintaining data quality, outperforming existing anonymization methods in terms of utility and computational efficiency. Furthermore, the proposed BA-based data anonymization approach exhibits versatility, scalability, and adaptability, making it suitable for diverse application domains, from healthcare and finance to social media and beyond. In summary, this study highlights the potential of the Bat Algorithm as a valuable tool in the field of data anonymization, offering a promising avenue for addressing the privacy challenges associated with the ever-expanding digital data landscape.
数字数据的快速扩散引起了对隐私和数据安全的重大关注,需要开发有效的数据匿名化技术。本研究提出了蝙蝠算法(BA)在数据匿名化方面的新应用,这是一种模仿蝙蝠回声定位行为的自然优化算法。拟议的方法利用英航独特的搜索能力,在数据效用和隐私保护之间实现微妙的平衡,这是当今数据驱动世界的一个关键方面。该算法将数据属性视为潜在的解决方案,并采用BA的搜索过程,迭代地识别和修改敏感属性,同时最小化信息丢失。本研究通过引入一种受自然启发的优化技术,为数据匿名化研究领域的发展做出了贡献,该技术为传统的匿名化方法提供了一种有希望的替代方案。在各种真实数据集上的实验结果表明,所提出的方法在保持数据质量的同时实现了强大的隐私保护,在效用和计算效率方面优于现有的匿名化方法。此外,提出的基于ba的数据匿名化方法具有通用性、可扩展性和适应性,使其适用于从医疗保健和金融到社交媒体等各种应用领域。总之,本研究强调了Bat算法在数据匿名化领域作为一种有价值的工具的潜力,为解决与不断扩大的数字数据景观相关的隐私挑战提供了一条有前途的途径。
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引用次数: 0
Implementation of OTA in 90nm Technology with Bandgap Reference Application 基于带隙参考应用的90纳米技术OTA实现
Pub Date : 2023-09-01 DOI: 10.36548/jei.2023.3.005
None Halesh M R, None Pavan S, None Pappuru Tejaswini
Operational Transconductance Amplifier (OTA) is the basic building block of Analog circuit with linear input/output characteristics. Because it associates closely linked parameters like noise and settling performance, the current design methodologies for two-stage OTAs frequently result in sub-optimal solutions. The study discusses the implementation of an Operational transconductance amplifier (OTA) with a bandgap reference (BGR) circuit and its importance in providing a stable and accurate reference voltage for various analog and digital circuits. The combination of OTA and BGR provides a stable and accurate reference voltage that can be used in various analog and digital circuits. OTAs are used to drive high capacitive loads. To scale the dimensions of Complementary Metal Oxide Semiconductor (CMOS) technology requires proportional scaling, also taking supply voltage into consideration. In addition to the simplicity and strong performance that the Band Gap Reference (BGR) achieves as a load for the OTA circuit, the architecture of OTA with BGR as load is easily adaptable to attain high accuracy. Because the performance of the used amplifier has a significant impact on the OTA’s performance, consideration must be given to the design and its architecture. Therefore, it is essential to carry out a comparison analysis in order to get the optimal results of the outputs of OTA having BGR as the load.
运算跨导放大器(OTA)是具有线性输入/输出特性的模拟电路的基本组成部分。由于它与噪音和沉降性能等密切相关的参数有关,目前两阶段ota的设计方法经常导致次优解决方案。本研究讨论了一种带带隙参考电路的运算跨导放大器(OTA)的实现及其在为各种模拟和数字电路提供稳定和精确的参考电压方面的重要性。OTA和BGR的结合提供了一个稳定和精确的参考电压,可用于各种模拟和数字电路。ota用于驱动高容性负载。要扩展互补金属氧化物半导体(CMOS)技术的尺寸,需要按比例缩放,还需要考虑电源电压。除了带隙参考(BGR)作为OTA电路负载的简单性和强大的性能外,带隙参考(BGR)作为负载的OTA架构易于适应以获得高精度。由于所用放大器的性能对OTA的性能有重大影响,因此必须考虑其设计及其架构。因此,为了得到以BGR为负载的OTA输出的最优结果,有必要进行对比分析。
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引用次数: 0
A Comparative Study between Silicon Carbide and Silicon Nitride based Single Cell CMUT 碳化硅与氮化硅单芯CMUT的比较研究
Pub Date : 2023-09-01 DOI: 10.36548/jei.2023.3.006
Rakesh Kanjilal, Reshmi Maity
This research explores the design and conducts a comparative analysis of a non-insulated Capacitive Micromachined Ultrasonic Transducer (CMUT) featuring an innovative asymmetric electrode configuration to improve the performance of the device. Specifically, this configuration involves the utilization of a top electrode with a smaller radius in comparison to the bottom electrode. The study encompasses an investigation into the effects of varying biasing voltage within the range of 40 V to 100 V. The materials employed in this study are carefully selected to optimize the CMUT's performance. The substrate material is silicon, and the bottom and top electrodes are made from aluminium. Additionally, silicon dioxide is utilized as the foundation material within the device's structure.
本研究探索了一种非绝缘电容式微机械超声换能器(CMUT)的设计并进行了比较分析,该换能器采用了创新的非对称电极配置,以提高器件的性能。具体地说,这种配置涉及到与底部电极相比具有更小半径的顶部电极的利用。该研究包括对40 V至100 V范围内不同偏置电压的影响的调查。本研究中使用的材料经过精心挑选,以优化CMUT的性能。衬底材料是硅,底部和顶部电极由铝制成。此外,二氧化硅被用作设备结构内的基础材料。
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引用次数: 0
Design and Development of a Prototype for a Pascal’s Law & IoT applied Automatic Hydraulic Braking System 帕斯卡定律原型的设计与开发物联网应用自动液压制动系统
Pub Date : 2023-09-01 DOI: 10.36548/jei.2023.3.007
Biplov Paneru, Bishwash Paneru
The widespread adoption of autonomous vehicles continues to increase along with various scientific and technological advancements, and this is necessitating the application of essential accident prevention measures. This research presents the design and development of an innovative hydraulic braking system utilizing readily available components and materials. The Pascal’s law of pressure is very applicable in modern hydraulic braking mechanisms. The system employs an ultrasonic sensor, a repurposed disk, a motor, and a solenoid lock controlled by a relay to create an effective braking mechanism. The primary objective of this research is to demonstrate the feasibility of constructing a functional braking system based on Pascal’s law of pressure, using locally sourced materials, catering to resource-constrained environments. The proposed hydraulic braking system functions as follows: when the ultrasonic sensor detects an object within its proximity (approximately 20 centimeters), it triggers the relay, which activates the solenoid lock. The solenoid lock's action initiates the movement of a syringe compressor, exerting pressure on the hydraulic fluid. This pressure is then transmitted to the repurposed DVD (Digital Versatile Disk), which serves as the braking element. As the disk is pressed against a surface, the resulting friction decelerates the system, effectively applying the brake. Finally, data is evaluated in the IoT (Internet of Things) platform ThingSpeak to identify safe and harmful states.
随着各种科学技术的进步,自动驾驶汽车的广泛采用不断增加,这就需要应用必要的事故预防措施。本研究提出了一个创新的液压制动系统的设计和开发利用现成的组件和材料。帕斯卡压力定律在现代液压制动机构中非常适用。该系统采用了一个超声波传感器、一个改造磁盘、一个电机和一个由继电器控制的电磁锁,以形成一个有效的制动机制。本研究的主要目的是证明基于帕斯卡压力定律构建功能性制动系统的可行性,该系统使用当地采购的材料,以适应资源受限的环境。所提出的液压制动系统的功能如下:当超声波传感器检测到其附近(约20厘米)的物体时,它会触发继电器,从而激活电磁锁。电磁锁的动作启动注射器压缩机的运动,对液压流体施加压力。这个压力然后被传送到被重新利用的DVD(数字多功能磁盘),作为制动元件。由于圆盘被压在一个表面上,由此产生的摩擦使系统减速,有效地应用了制动器。最后,在物联网(IoT)平台ThingSpeak中评估数据,以识别安全和有害状态。
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引用次数: 0
Analysis and Detection of Power System Network Faults with Wavelet Transform 基于小波变换的电网故障分析与检测
Pub Date : 2023-09-01 DOI: 10.36548/jei.2023.3.003
Reena Dangi, Saroj Kandel, Varsha Sen, Vision Parajuli, Rahul Kumar Jha
Fault detection technique is important for enhancing protection, stability, reliability and continuity of supply. There are many fault detection techniques implemented in power system such as Fourier transform, wavelet transform, neural networks, etc. This research presents the fault identification and analysis using wavelet transform method as well as estimation of circuit breaker rating. The discrete wavelet transform is implemented for the fault identification in five bus system. Various types of line and ground faults have been considered and studied using Daubechies wavelet function. The first level decomposition is used for the fault analysis. The maximum detailed coefficients for various faults currents are analysed for the fault identification. The wavelet transform algorithm is implemented using MATLAB programming. The five-bus system is modelled in MATLAB Simulink and various faults are simulated. The switching time of fault is taken as 0.05 to 0.1 seconds. The faults have been studied at different points in the system. The fault identification method gives accurate results for different types of faults. The load flow analysis is also done for five bus system and appropriate rating of circuit breaker is estimated.
故障检测技术对提高供电的保护性能、稳定性、可靠性和连续性具有重要意义。电力系统的故障检测技术有傅立叶变换、小波变换、神经网络等。研究了基于小波变换的故障识别与分析方法,以及断路器额定值的估计方法。将离散小波变换应用于五总线系统的故障识别。利用Daubechies小波函数对各种类型的线路和地面故障进行了考虑和研究。第一级分解用于故障分析。分析了各种故障电流的最大详细系数,用于故障识别。用MATLAB编程实现了小波变换算法。在MATLAB Simulink中对五总线系统进行了建模,并对各种故障进行了仿真。故障切换时间取0.05 ~ 0.1秒。对系统中不同位置的故障进行了研究。该方法对不同类型的故障都能给出准确的识别结果。对五母线系统进行了潮流分析,并对断路器的合适额定值进行了估计。
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引用次数: 0
Optimization of Automated Real-Time Dashboards 自动化实时仪表板的优化
Pub Date : 2022-07-26 DOI: 10.36548/jei.2022.2.006
D. Sasikala, K. Venkatesh Sharma
A dashboard is a powerful tool that enables users to verify, analyze, and process all kinds of data. It represents information on a single screen that helps get it just whenever it is essential and achieve the set goals in time. The category of a dashboard varies due to the nature of data they signify and the drive of the corporate they are castoff by. To blueprint a dashboard that will encounter the entire necessities and wholly accomplishing its targets, custom the ideologies of worthy dashboard sketch. But functioning on the project task, continually ponder its objective and the gain of the target spectators. Create it plain, operational, functional and spotlight on mandate demands. Ensure not to agree with the blueprint that complicates customers via the content, besides UI that will require a clear base fitting into the context. Group data, make it consistent, and add custom facets if applicable. Optimize them; finally, get feedback from customers to find out what's working perfectly and what is to be amended to mark them even happier. In future this optimized dashboard can be blended with Machine Learning, Deep Learning and Artificial Intelligence for amplifying their performance, reducing their cost and time.
仪表板是一种强大的工具,使用户能够验证、分析和处理各种数据。它在一个屏幕上显示信息,帮助你在必要的时候获取信息,并及时实现设定的目标。仪表板的类别因其所表示的数据的性质和所抛弃的公司的驱动而有所不同。为了设计一个满足所有需求并完全完成其目标的仪表板,需要定制有价值的仪表板草图的思想。但在执行项目任务时,要不断思考其目标和目标观众的收益。使其简洁、可操作、实用,并突出任务要求。确保不同意通过内容使客户复杂化的蓝图,除了UI之外,还需要一个适合上下文的清晰基础。对数据进行分组,使其保持一致,并在适用的情况下添加自定义facet。优化;最后,从客户那里得到反馈,找出哪些是完美的,哪些是需要改进的,以使他们更快乐。未来,这种优化的仪表盘可以与机器学习、深度学习和人工智能相结合,以提高它们的性能,降低成本和时间。
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引用次数: 0
Filtering of Corneal Images using Hybrid Wavelet Transform in the Cases of Keratoconus 混合小波变换在圆锥角膜图像滤波中的应用
Pub Date : 2022-07-25 DOI: 10.36548/jei.2022.2.005
K. Aswini, S. Raghavan
One of the most prevalent, bilateral, asymmetric, and progressive corneal diseases, keratoconus can have a slight to severe impact on vision. Early on, the condition is frequently misdiagnosed as irregular astigmatism, delaying diagnosis. Although we have cutting-edge diagnostic techniques, the results are insufficient to fully assess the corneal health at different areas, making it challenging to plan additional treatment programmes. Here, image pre-processing techniques using a Hybrid Wavelet Transform of Discrete Wavelet Transform (DWT) and Stationary Wavelet Transform (SWT), followed by soft and/or hard thresholding and Inverse Wavelet Transform, are proposed in order to achieve early and accurate diagnosis and assess the health of the cornea. The qualitative and quantitative metrics are reached by taking into account the several Electronic Corneal Topography picture modes, which would be useful to an ophthalmologist in moving on with therapy. This approach has been proven to have greater promise than the ones currently in use, particularly in relation to corneal diseases like keratoconus. Additionally, this approach aids in more accurate keratoconus stage determination.
圆锥角膜是最常见的双侧、不对称和进行性角膜疾病之一,对视力有轻微到严重的影响。早期,该病常被误诊为不规则散光,延误了诊断。虽然我们拥有尖端的诊断技术,但结果不足以全面评估不同区域的角膜健康状况,这使得计划额外的治疗方案具有挑战性。本文提出了一种基于离散小波变换(DWT)和平稳小波变换(SWT)的混合小波变换的图像预处理技术,然后是软阈值和/或硬阈值和逆小波变换,以实现早期准确诊断和评估角膜健康状况。定性和定量指标是通过考虑几种电子角膜地形图图像模式来达到的,这将有助于眼科医生继续进行治疗。这种方法已被证明比目前使用的方法有更大的前景,特别是在角膜圆锥角膜等角膜疾病方面。此外,这种方法有助于更准确地确定圆锥角膜的分期。
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引用次数: 0
Nanomaterial FET-based biosensor for Medical Applications 医学应用纳米材料fet生物传感器
Pub Date : 2022-07-22 DOI: 10.36548/jei.2022.2.003
K. Rahimunnisa
For distinct properties and advantages like easy integration, high sensitivity, portability, and good selectivity, FET (Field-effect transistors) find application in varied fields and research areas. Especially, in biomedical applications, a drastic improvement is seen with the evolution of FET where Nanomaterial-based Bio-FET is an outstanding performer for their biosensing ability. In medical field, such Nanomaterial FET-Biosensor is carried out for performing label-free biomolecule sensing to screen out different diseases. Including infectious disease detection like virus infection, and bacterial infection, glucose, and diabetic levels can be screened as well with the aid of FET-based biosensor. This paper concentrates on the basic concepts, working principle of Bio-FET, recent research of FET in medical area, challenges and future scope of Nanomaterial-based Bio-FET.
FET(场效应晶体管)具有易于集成、高灵敏度、便携性和良好的选择性等独特的特性和优点,在各个领域和研究领域都有应用。特别是在生物医学应用中,随着场效应管的发展,其生物传感能力得到了极大的改善。在医学领域,这种纳米材料FET-Biosensor用于进行无标记的生物分子传感,以筛选出不同的疾病。包括传染病的检测,如病毒感染、细菌感染、葡萄糖和糖尿病水平也可以通过基于fet的生物传感器进行筛选。本文主要介绍了生物场效应管的基本概念、工作原理、场效应管在医学领域的研究进展、纳米基生物场效应管面临的挑战和未来的发展方向。
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引用次数: 1
Effect of Green Electronics on E-waste 绿色电子对电子垃圾的影响
Pub Date : 2022-07-22 DOI: 10.36548/jei.2022.2.004
G. Rajakumar
The majority of countries now own cell phones, among other devices, owing to the explosion of the tech industry over the past 20 years or so, and newer, better electronic devices seem to hit the market every few months. As a result, the quantity of unwanted electronic goods is growing quickly. E-waste or older electronics that are defective or undesirable, is quickly starting to overflow landfills. These electrical appliances frequently contain dangerous substances that could damage the surrounding community, the environment, or even the air. Although it cannot totally eradicate this e-waste, we can limit it by employing environmentally friendly electronic equipment throughout production. Electronic devices integrating green technology helps to provide harmless environment for future generations.
由于过去20年左右科技行业的爆炸式发展,现在大多数国家都拥有手机和其他设备,而且似乎每隔几个月就会有更新、更好的电子设备进入市场。因此,不需要的电子产品的数量正在迅速增长。电子垃圾或有缺陷或不受欢迎的旧电子产品正迅速开始溢出垃圾填埋场。这些电器通常含有危险物质,可能会损害周围的社区,环境,甚至空气。虽然不能完全根除这种电子垃圾,但我们可以通过在整个生产过程中使用环保电子设备来限制它。集成绿色技术的电子设备有助于为子孙后代提供无害的环境。
{"title":"Effect of Green Electronics on E-waste","authors":"G. Rajakumar","doi":"10.36548/jei.2022.2.004","DOIUrl":"https://doi.org/10.36548/jei.2022.2.004","url":null,"abstract":"The majority of countries now own cell phones, among other devices, owing to the explosion of the tech industry over the past 20 years or so, and newer, better electronic devices seem to hit the market every few months. As a result, the quantity of unwanted electronic goods is growing quickly. E-waste or older electronics that are defective or undesirable, is quickly starting to overflow landfills. These electrical appliances frequently contain dangerous substances that could damage the surrounding community, the environment, or even the air. Although it cannot totally eradicate this e-waste, we can limit it by employing environmentally friendly electronic equipment throughout production. Electronic devices integrating green technology helps to provide harmless environment for future generations.","PeriodicalId":52825,"journal":{"name":"Journal of Electrical Electronics and Informatics","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75386715","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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Journal of Electrical Electronics and Informatics
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