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2021 International Conference on Computational Intelligence and Computing Applications (ICCICA)最新文献

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Design of IoT based Remote Patient Health Care Monitoring System 基于物联网的远程患者健康监护系统设计
Ravi N. Srivastava, D. Padole
The IoT is the growing technology where the data of various devices like objects or virtual will be sent to the cloud server and we can access it online as well as can update the data. The technology utilized for IoT in the form of hardware is controllers and sensors. where the controllers get the data from the sensors and send them to the server database. Here the system proposed is the healthcare related that the pulse and oxygen level will send to the server for the monitoring of the patient. The data will be monitored per patient online by the doctors 24x7 in some medical diagnosis. Virus enters the body through the respiratory system which leads to injury to the lungs which can negatively impact the oxygen being transferred into the blood. SO to monitor the oxygen level is very important to give better treatment to the patient.
物联网是一种不断发展的技术,其中各种设备(如对象或虚拟设备)的数据将被发送到云服务器,我们可以在线访问它,也可以更新数据。以硬件形式用于物联网的技术是控制器和传感器。控制器从传感器获取数据并将其发送到服务器数据库。这里提出的系统是与医疗保健相关的,脉搏和氧气水平将发送到服务器以监视患者。在某些医疗诊断中,医生将对每位患者的数据进行全天候在线监控。病毒通过呼吸系统进入人体,导致肺部受伤,从而对进入血液的氧气产生负面影响。因此,监测氧气水平对于更好地治疗病人是非常重要的。
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引用次数: 3
A Novel Wireless Fire Containment and Extinguishing System to Save Life and Destruction of Property 一种新颖的无线灭火系统,以挽救生命和财产的破坏
Pankaj Ramtekkar, H. Naidu, Suraj Dudhe
in this paper, we are focusing on detection of fire at a location. The fire is extinguishing by Trifluoroiodomethane CF3I to abide by the Kyoto Protocol of 1997 of United Nations Convention of climate change. The transmitter side gives signal to the hooter simultaneously with visual indication showing, which unit in the factory/shop/house has caught fire. The detection of fire is accessed in terms of temperature detected through RTD placed stationary or on a moving vehicle using PIC microcontroller to scale the voltage values. Transmitting and receiving messages through a channel using open band of RF frequency 434 MHz to make it more secure. The fire is contained and extinguished by Trifluoroiodomethane CF3I gas in a container.
在本文中,我们关注的是一个地点的火灾探测。为遵守联合国气候变化公约1997年《京都议定书》,采用三氟碘甲烷CF3I灭火。发射机侧同时向热水器发出信号,并以视觉指示显示工厂/商店/房屋中哪个单元着火。火灾的检测是通过放置在静止或移动车辆上的RTD检测温度,使用PIC微控制器缩放电压值。通过使用射频434mhz开放频带的信道发送和接收信息,使其更加安全。火焰由容器中的三氟碘甲烷CF3I气体控制和扑灭。
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引用次数: 5
A Framework to increase your Citation Count: A Partial Least Square Approach 增加引用数的框架:偏最小二乘法
K. Gupta, Deepali Gupta, Sahil Gupta, R. Singla, Raman Gupta
The technological advancements capturing the modern era is taking place as a consequence of researches being made incessantly despite of global boundaries across the globe. The contributions of education industry in creating a simple life via automation tools is envisaged to be a boom. Research is considered to be the most prominent gear to drive the professional career of an educationist. The measure of research quality is number of times an article has been cited. This generates a need to evaluate mechanisms that can lead to increased citation count. Hence, in first phase of this research, survey has been conducted to expound on important factors that can contribute in greater citation count. The second phase of this research presents analysis in terms of precedence of contributing factors.
捕捉现代时代的技术进步是由于在全球范围内不断进行研究而发生的。通过自动化工具创造简单生活的教育产业的贡献被认为是一种繁荣。研究被认为是推动教育工作者职业生涯的最重要的工具。衡量研究质量的标准是一篇文章被引用的次数。这就产生了对能够增加引用数的机制进行评估的需求。因此,在本研究的第一阶段,我们进行了调查,以阐明能够提高被引数的重要因素。本研究的第二阶段是对影响因素的优先级进行分析。
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引用次数: 0
An Analysis of Factors Affecting IoT Adoption by Indian Retail Industry 影响印度零售业采用物联网的因素分析
S. Kediya, Sanjiv Kumar
Retailing is defined as selling the goods or services to the customer in order to derive the profit. The most important aspect in retailing is customer satisfaction and deriving profit through customer satisfaction. Internet of Things (IoT) system enables companies with advantages of value creation and value proposition, which in turn strengthens the bond with their customers. This research paper explores various factors, which are critical to the success of the adoption of IoT by Indian Retail Industry. Some of the factors, which have been identified, are emerging technologies, business processes, need for data security, crucial competitive advantage and some more. The infrastructural issues are important as it affects the critical factor such as efficient and timely delivery of the products and services. Further, the paper explores the challenges involved in adoption of IOT by Indian Retail Industry.
零售被定义为向顾客出售商品或服务以获得利润。零售中最重要的方面是顾客满意,并通过顾客满意来获取利润。物联网(IoT)系统使企业具有价值创造和价值主张的优势,从而加强与客户的联系。本研究论文探讨了印度零售业成功采用物联网的各种因素。已经确定的一些因素包括新兴技术、业务流程、数据安全需求、关键竞争优势等等。基础设施问题很重要,因为它影响到产品和服务的有效和及时交付等关键因素。此外,本文还探讨了印度零售业采用物联网所面临的挑战。
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引用次数: 5
Empirical investigation of VANET-based security models from a statistical perspective 基于vanet的安全模型的统计实证研究
Swapna Choudhary, S. Dorle
Vehicular ad-hoc networks (VANETs) are one of the most stochastic networks in terms of node movement patterns. Due to the high speed of vehicles, nodes form temporary clusters and shift between clusters rapidly, which limits the usable computational complexity for quality of service (QoS) and security enhancements. Hence, VANETs are one of the most insecure networks and are prone to various attacks like Masquerading, Distributed Denial of Service (DDoS) etc. Various algorithms have been proposed to safeguard VANETs against these attacks, which vary concerning security and QoS performance. These algorithms include linear rule-checking models, software-defined network (SDN) rules, blockchain-based models, etc. Due to such a wide variety of model availability, it becomes difficult for VANET designers to select the most optimum security framework for the network deployment. To reduce the complexity of this selection, the paper reviews statistically investigate a wide variety of modern VANET-based security models. These models are compared in terms of security, computational complexity, application and cost of deployment, etc. which will assist network designers to select the most optimum models for their application. Moreover, the paper also recommends various improvements that can be applied to the reviewed models, to further optimize their performance.
车辆自组织网络(Vehicular ad-hoc network, VANETs)是节点运动模式最具随机性的网络之一。由于车辆的高速,节点形成临时集群并在集群之间快速移动,这限制了服务质量(QoS)和安全性增强的可用计算复杂度。因此,vanet是最不安全的网络之一,容易受到各种攻击,如伪装,分布式拒绝服务(DDoS)等。已经提出了各种算法来保护vanet免受这些攻击,这些算法在安全性和QoS性能方面各不相同。这些算法包括线性规则检查模型、软件定义网络(SDN)规则、基于区块链的模型等。由于模型可用性的多样性,VANET设计者很难为网络部署选择最优的安全框架。为了减少这种选择的复杂性,本文回顾了统计调查各种现代基于vanet的安全模型。这些模型在安全性、计算复杂度、应用和部署成本等方面进行了比较,这将有助于网络设计者为其应用选择最优的模型。此外,本文还提出了可以应用于所评审模型的各种改进措施,以进一步优化其性能。
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引用次数: 1
Computer Vision for Monitor and Control of Vertical Farms Using Machine Learning Methods 使用机器学习方法的垂直农场监控的计算机视觉
Ubio Obu, Gopal Sarkarkar, Yash Ambekar
Vertical farms have become increasingly popular in today’s society. Its popularity owes to the increasing relevance of vertical farms as a panacea for the effect of desertification and urbanization as proposed by experts and researchers. Urbanization is increasing annually, as at the middle of year 2020 according to statistica.com the rate of urbanization was at 56 percent, and it has been estimated that by the year 2050 about 70-90% of global population will live in cities. The tripod effect of urbanization, desertification and climate change has made vertical farms a convenient alternative. While vertical farm is helping to solve this problem, the interface of computers with vertical farms has exponentially increased the efficiency, it has helped to create convenient environments which can be controlled, as such facilitating and all-around production of food crops all through the year despite changing environmental conditions. In this paper, we are taking a step further to see how computer vision can help in this process. So far IoT has been used to monitor the farm extrinsic factors, and get relevant data, the problem with that method is that only the external factors are being monitored, in this paper we will be exploring how computer vision can monitor intrinsic factors, but beyond that, we will also explore how computer vision and machine learning methods could be used together with IoT for the control of vertical farms as well to create favorable conditions for the planting of vertical farms.
垂直农场在当今社会越来越受欢迎。垂直农场受欢迎的原因是,专家和研究人员提出,垂直农场日益成为解决沙漠化和城市化问题的灵丹妙药。城市化每年都在增加,据statistica.com统计,到2020年中期,城市化率为56%,据估计,到2050年,全球约有70-90%的人口将居住在城市。城市化、沙漠化和气候变化的三脚架效应使垂直农场成为一种方便的选择。虽然垂直农场有助于解决这个问题,但垂直农场与计算机的接口以指数方式提高了效率,它有助于创造方便的环境,可以控制,因为尽管环境条件不断变化,但全年都能促进和全面生产粮食作物。在本文中,我们将进一步了解计算机视觉如何在这一过程中提供帮助。目前物联网被用来监控农场外在因素,并得到相关的数据,这种方法的问题是,只有外部因素被监控,在本文中,我们将研究如何把计算机视觉监控的内在因素,但除此之外,我们还将探索如何使用计算机视觉和机器学习方法与物联网的控制垂直农场的垂直农场的种植创造有利条件。
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引用次数: 1
Edge Computing for IoT: A Use Case in Smart City Governance 物联网边缘计算:智慧城市治理用例
S. Nimkar, M. Khanapurkar
Since the last decade, the Internet of Things (IoT) is one of the most talked technology by Academicians & Industries due to its wide variety of applications. IoT has evolved a lot from M2M (Machine to Machine) Communication, WSN (Wireless Sensor Networks) CPS (Cyber-Physical System) to the latest Cloud, Fog & Edge Computing. Enabling the Smart Cities is one of the most promising applications of the Internet of Things as it affects the many human lives directly. Smart city promises Health & Environment monitoring, Smart Transportation, Water Quality monitoring, School & Apartment Building Monitoring Energy Management etc. these all together will facilitate the Municipal, District & State Authorities in Enforcement of Schemes & Laws so, it is termed as Smart City Governance or IoTaaSG (IoT as a Service to Governance). Due to huge data generated from billions of sensors implemented for different applications, it becomes a tedious task to manage such large data & get desired information out of it. In this paper, we try to focus on dedicated scalable architecture for IoTaaSG using Edge Computing.
自过去十年以来,物联网(IoT)由于其广泛的应用而成为学术界和工业界最受关注的技术之一。从M2M(机器对机器)通信,WSN(无线传感器网络)CPS(网络物理系统)到最新的云,雾和边缘计算,物联网已经发展了很多。实现智慧城市是物联网最有前途的应用之一,因为它直接影响到许多人的生活。智慧城市承诺健康与环境监测,智能交通,水质监测,学校和公寓楼监测能源管理等,这些都将促进市,区和州当局执行计划和法律,因此,它被称为智慧城市治理或IoTaaSG(物联网即治理服务)。由于数十亿个传感器为不同的应用程序产生了巨大的数据,管理如此大的数据并从中获取所需的信息成为一项繁琐的任务。在本文中,我们尝试关注使用边缘计算的IoTaaSG的专用可扩展架构。
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引用次数: 3
Document Image Retrieval: Issues and Future Directions 文档图像检索:问题和未来方向
U. D. Dixit, M. Shirdhonkar
Document image retrieval is an interesting and popular area of research that has been evolved into many stages. The current trends show that it is still an emerging area due to the availability of document scanner app with mobiles and handheld devices. The objective of this paper is to provide an insight into document retrieval, classification, a general architecture, related issues and new opportunities for research in the domain.
文档图像检索是一个有趣和流行的研究领域,已经发展到许多阶段。目前的趋势表明,由于手机和手持设备上的文档扫描仪应用程序的可用性,它仍然是一个新兴领域。本文的目的是提供一个深入了解文档检索,分类,一般架构,相关问题和新的研究机会在该领域。
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引用次数: 1
State of Charge Estimation System for Electric Vehicle Batteries using ANN 基于神经网络的电动汽车电池充电状态估计系统
S. Dewalkar, S. Nangrani
Batteries especially lithium-ion are better choice as an energy storage option in electric vehicles due to its features as long life, low self-discharge, and economical. To ensure the reliable and better operational efficiency of battery-powered electric vehicles, an accurate assessment of the state-of-charge (SoC) is essential. So the proposed model has a coulomb counting method model and neural network model through which the SoC is estimated and compared. The traditional way of the SoC estimation that is the coulomb counting method gives the SoC having errors as compared to the neural network method. After comparing the results obtained we can clearly derive that neural network model gives fewer errors. Traditional method coulomb counting method is having more errors than the neural network model.
电池,尤其是锂离子电池,具有使用寿命长、自放电低、经济等特点,是电动汽车储能的理想选择。为了确保电池动力电动汽车的可靠性和更高的运行效率,准确评估充电状态(SoC)至关重要。因此,该模型包括库仑计数法模型和神经网络模型,并通过它们对SoC进行估计和比较。传统的SoC估计方法是库仑计数法,与神经网络方法相比,库仑计数法使SoC具有误差。通过对所得结果的比较,可以清楚地得出神经网络模型给出的误差较小。传统的库仑计数方法比神经网络模型误差更大。
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引用次数: 4
Effective and Prominent Approaches for Malicious Node Detection in MANET MANET中有效且突出的恶意节点检测方法
Bismin V. Sherif, P. Salini
A mobile ad hoc network, abbreviately called as MANET, is an infrastructure-less network of mobile nodes connected wirelessly in a self-configuring, self-organizing manner. Because of the fact that MANETs can be effectively used in crucial applications like disaster relief operations and rescue operations, it has gained the attention of research community. But due to on-the-fly characteristics, MANETs are highly vulnerable to security attacks. Since the presence of attacker nodes degrades the performance of MANET, special considerations are required to enhance the performance of the network by developing more sophisticated techniques to detect and eliminate these attacks from the network. This paper focuses on the study of existing traditional and machine learning approaches which helps in identifying the presence of malicious nodes in MANET.
移动自组织网络(简称MANET)是一种由移动节点以自配置、自组织方式无线连接的无基础设施网络。由于manet可以有效地应用于救灾行动和救援行动等关键应用,因此受到了研究界的关注。但由于其动态特性,manet极易受到安全攻击。由于攻击者节点的存在会降低MANET的性能,因此需要特别考虑通过开发更复杂的技术来检测和消除网络中的这些攻击,从而提高网络的性能。本文重点研究了现有的传统方法和机器学习方法,这些方法有助于识别MANET中恶意节点的存在。
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引用次数: 1
期刊
2021 International Conference on Computational Intelligence and Computing Applications (ICCICA)
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