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A Detail Dominant Approach for IoT and Blockchain with their Research Challenges 物联网和区块链的详细主导方法及其研究挑战
Vishal Sharma, N. Lal
Internet of things (IoT) is a pool of various devices, objects, humans, services those might be interconnected and that can communicate with each other, share data and information to succeed a common aim in different applications and areas. The idea of the IoT is to allow devices to work together on the Internet. In IoT now days the main issue is the security, in our paper we have found many research challenges related to our area and the security challenges of IoT faces are becoming more and more severe as IoT uses is growing in almost all applications. If IoT devices are not secured properly, the privacy and security of data will remain major issues in the present world in which things are interconnected. The main motive of our paper is to review the present research challenges related to IoT and the developments in the field of IoT security with Blockchain. Blockchain can be a very good option, it provides wide range of security solutions for IoT ecosystems, including trustworthiness, privacy, integrity, transparency, data availability. The Blockchain technology is basically based on the concept of decentralization, security and transparency of the system that has developed as a proficient technology to resolve the serious issues those generally occurred in the fundamental centralized networks and secure the IoT technologies. Some interesting research directions of the use of blockchain in IoT can be found in our very recent survey paper. In this work, the effects of the blockchain on an extensive range of IoT security from the latest research papers and at last a model has been provided for the security of IoT using blockchain.
物联网(IoT)是各种设备、对象、人、服务的集合,这些设备、对象、人、服务可能相互连接,可以相互通信,共享数据和信息,以在不同的应用和领域实现共同目标。物联网的理念是允许设备在互联网上协同工作。在物联网现在的主要问题是安全性,在我们的论文中,我们发现了许多与我们领域相关的研究挑战,物联网面临的安全挑战越来越严峻,因为物联网在几乎所有应用中的使用都在增长。如果物联网设备没有得到适当的保护,数据的隐私和安全将仍然是当今世界中物联网的主要问题。本文的主要目的是回顾当前与物联网相关的研究挑战以及区块链物联网安全领域的发展。区块链是一个非常好的选择,它为物联网生态系统提供了广泛的安全解决方案,包括可信度、隐私性、完整性、透明度和数据可用性。区块链技术基本上是基于系统的去中心化,安全性和透明度的概念,已经发展成为解决基础中心化网络普遍存在的严重问题和保护物联网技术的熟练技术。在我们最近的调查报告中可以找到区块链在物联网中使用的一些有趣的研究方向。在这项工作中,区块链对物联网安全的影响来自最新的研究论文,最后为使用区块链的物联网安全提供了一个模型。
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引用次数: 3
Electric Vehicle Charging Station Challenges and Opportunities: A Future Perspective 电动汽车充电站的挑战与机遇:未来展望
Surbhi Pareek, A. Sujil, Saurabh Ratra, R. Kumar
After environmental crisis, Electric Vehicles (EV) are the best alternative of the Internal Combustion Engine (ICE) vehicle. But focusing only on EV is not only sufficient as Electrical Vehicle Charging Station (EVCS) is equally important for deploying these vehicles. Since these vehicles are electrically powered there are certain challenges in installing these charging stations. Former major problem is grid overloading and load forecasting. Latter is charging time and traffic-crowd management at charging stations. This paper reviews about the basic terminologies of charging station like charging station types, levels. To overcome these challenges, various technologies are discussed along with brief introduction of lithium ion batteries charging strategies and Battery Management System (BMS). Since, Indian Government is concentrating towards environmental friendly ecosystem and as per its mission to reduce carbon emission from the transport sector, deployment of EV's and installation of EVCS is the biggest concern. Since, government has reduced the tax on EV's and providing subsidy for installing charging station, this is an easy task. Hence, in this paper certain guidelines by the Ministry of Power and Ministry of Housing (Government of India) is discussed which can help an individual to set up a charging station at their end.
在环境危机之后,电动汽车是替代内燃机汽车的最佳选择。但仅仅关注电动汽车是不够的,电动汽车充电站(EVCS)对于部署这些汽车同样重要。由于这些车辆是电力驱动的,因此在安装这些充电站时存在一定的挑战。以前的主要问题是电网过载和负荷预测。后者是充电站的充电时间和交通人群管理。本文综述了充电站的基本术语,如充电站类型、充电站等级。为了克服这些挑战,讨论了各种技术,并简要介绍了锂离子电池的充电策略和电池管理系统(BMS)。由于印度政府正专注于环境友好型生态系统,并根据其减少运输部门碳排放的使命,电动汽车的部署和EVCS的安装是最大的问题。由于政府降低了电动汽车的税收,并为安装充电站提供补贴,这是一件容易的事。因此,本文讨论了电力部和住房部(印度政府)制定的一些指导方针,这些指导方针可以帮助个人在其末端建立充电站。
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引用次数: 35
Human Activity and Gesture Recognition: A Review 人类活动和手势识别:综述
R. Saini, Vinod Maan
Human activity recognition is the method of extracting and predicting the movements of the human body often indoors by using any hardware device such as a camera or sensor-based device. At an earlier stage collecting data from sensors is quite expensive but recently we have smartphones and other personal devices which have accelerometer-based sensors that track our activities. HAR is a classification method in which people have a great interest because we can find different actions of the human body like sitting, walking, running, jumping, jogging etc. by using body-worn sensors like accelerometer, gyroscope and applying methods like convolution neural network and other deep learning methods. The main objective of this review is to study different human activities, compounds and methods that are used to recognize actions and position of the body.
人体活动识别是一种提取和预测人体运动的方法,通常是在室内通过使用任何硬件设备,如相机或基于传感器的设备。在早期阶段,从传感器收集数据是相当昂贵的,但最近我们有智能手机和其他个人设备,它们有基于加速度计的传感器,可以跟踪我们的活动。HAR是一种人们非常感兴趣的分类方法,因为我们可以通过使用加速度计、陀螺仪等穿戴式传感器,应用卷积神经网络等深度学习方法,发现人体的不同动作,如坐、走、跑、跳、慢跑等。本综述的主要目的是研究用于识别人体动作和位置的不同人体活动、化合物和方法。
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引用次数: 11
A Comparative Approach to Predictive Analytics with Machine Learning for Fraud Detection of Realtime Financial Data 预测分析与机器学习在实时金融数据欺诈检测中的比较方法
Aakriti Singla, Hitesh Jangir
With digital strategies coping up with banks and financial institutions, enormous data passed to these sectors, business transactions are becoming more prone to frauds and threats resulting in data leakage and personal details exposed to fraudsters leading to huge loss to organizations as well as to customers. This makes organizations adapt to high-level security and data handling technology solutions like machine learning, deep learning and predictive analytics which are efficient enough to deal with highly sensitive data, predict frauds and unwanted behavioural patterns in this data. This paper reviews the different advance technologies commonly used to deal with this type of data forms a comparison among them and suggests the most efficient and informative method to use in this sector. Through the end of the review, feature engineering and its selection of parameters for achieving better performance are discussed.
随着数字战略与银行和金融机构的配合,大量数据被传递到这些部门,商业交易变得越来越容易受到欺诈和威胁,导致数据泄露和个人详细信息暴露给欺诈者,给组织和客户带来巨大损失。这使得组织适应高层次的安全和数据处理技术解决方案,如机器学习、深度学习和预测分析,这些解决方案足以有效地处理高度敏感的数据,预测这些数据中的欺诈和不必要的行为模式。本文回顾了通常用于处理这类数据的不同先进技术,并对它们进行了比较,提出了在这一领域使用的最有效和信息量最大的方法。通过回顾的最后,讨论了特征工程及其参数的选择,以达到更好的性能。
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引用次数: 3
Improving the Noise Performance of ROIC Interface Circuit 提高ROIC接口电路的噪声性能
Nidhi Singh, V. Niranjan
Interface circuit plays a crucial role in architecture of read out integrated circuits (ROIC), which are also responsible for the transformation of small current through a photodiode into a voltage. In this work, we have chosen a Gate Modulation Input (GMI) interface circuit of ROIC for analysis purpose. The noise performance is improved in the GMI circuit by applying the classical approach and increasing the gate area. Cadence Virtuso is used for validating proposed concepts at 180nm technology node.
接口电路在读出集成电路(ROIC)的结构中起着至关重要的作用,它还负责将小电流通过光电二极管转换成电压。在这项工作中,我们选择了ROIC的门调制输入(GMI)接口电路进行分析。采用经典方法和增大栅极面积的方法,提高了GMI电路的噪声性能。Cadence Virtuso用于验证在180nm技术节点上提出的概念。
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引用次数: 2
State Estimation using Extended Kalman Filter and Unscented Kalman Filter 扩展卡尔曼滤波和无气味卡尔曼滤波的状态估计
Priya Shree Madhukar, L. B. Prasad
In any linear system the Kalman Filter is highly used to tracking and estimation. Extended Kalman Filter is deal nonlinear system better than Kalman Filter. But the framework of Extended Kalman Filter is not easy to draw they requires some highly numerical terms in nature. So, there using a new method called Unscented Kalman Filter to provide an easy task to user with use of sigma focus points. Nonlinear approach is used to estimate the state of the System.
在任何线性系统中,卡尔曼滤波器都被广泛用于跟踪和估计。扩展卡尔曼滤波比卡尔曼滤波能更好地处理非线性系统。但是扩展卡尔曼滤波器的框架并不容易绘制,它需要一些数值性质很高的项。因此,使用一种名为Unscented卡尔曼滤波器的新方法为使用sigma焦点的用户提供了一个简单的任务。采用非线性方法对系统状态进行估计。
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引用次数: 25
Photonic Crystal Cavities based Biosensors: A Review 基于光子晶体腔的生物传感器研究进展
Ankit Agarwal, S. Sahu, N. Mudgal, G. Singh, S. K. Bhatnagar
The review paper is providing the brief idea of photonic Crystal Cavities (PCCs) structures and their applications for biosensing devices. The paper presents the review of different PCC structures with modified properties of sensing. For several optical sensing applications, different PCC structure with properties are described in details. The conclusion of reported work and result demonstrated that miniaturization of optical biosensors is possible by the different PCC structure. This PCC structure has flexibility in structure for different sensing applications.
本文简要介绍了光子晶体腔的结构及其在生物传感器件中的应用。本文综述了不同的PCC结构对传感性能的影响。对于几种光学传感应用,详细描述了不同的PCC结构和性能。本研究的结论和结果表明,不同的PCC结构可以实现光学生物传感器的小型化。这种PCC结构在结构上具有灵活性,适用于不同的传感应用。
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引用次数: 3
Impact of ZigBee Coordinator on Archimedes' Spiral based Mobile Network Design in 3D ZigBee协调器对基于阿基米德螺旋的三维移动网络设计的影响
Ranjana Thalore, Raunak Monir, Vikas Raina, Jeetu Sharma
ZigBee is recently developed technology which can be implemented in IEEE 802.15.4 standard for a wireless sensor network (WSN). It is specially made for the purpose of control and sensor network and comprises of ZigBee Coordinator, router and end devices. It has low information rate, low power utilization and economical value, which are principle highlights of ZigBee. The network topology may include star, cluster tree or Mesh. The sensor nodes transferring data in the network is generally sent to the coordinator, the coordinator collects sensor information, stores the information in memory, process the data, and direct it to proper node. In this paper, this work is related to the impact of increase in ZigBee Coordinators on a 3D terrain in both static and mobile condition of sink node, to determine its optimum performance. The use of Archimedes' Spiral was introduced to mobility pattern to study its resultant simulation performance metrics.
ZigBee是最近开发的一项技术,可以在IEEE 802.15.4标准中实现无线传感器网络(WSN)。它是专门为控制和传感器网络而设计的,由ZigBee协调器、路由器和终端设备组成。它具有低信息率、低功耗和经济价值,是ZigBee技术的主要特点。网络拓扑可以包括星形、簇树或网状。在网络中传输数据的传感器节点一般发送给协调器,协调器收集传感器信息,将信息存储在内存中,对数据进行处理,并将其定向到合适的节点。在本文中,本工作涉及在静态和移动条件下增加ZigBee coordinator对三维地形的影响,以确定其最佳性能。将阿基米德螺旋引入到移动模式中,研究其模拟性能指标。
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引用次数: 0
A Solution for Secured Content Transferring in between Multiple Hosts within P2P Enabled Intranet 在启用P2P的Intranet中,在多个主机之间安全传输内容的解决方案
Anil Saroliya, J. Mondal, M. Agrawal
Peer to peer file transferring is always a better approach for sharing the contents among multiple nodes when they are in same logical network. Sometimes when a peer leaves the network and its resources key is handed-over to other neighbors (may be adjacent peer) there is always high risk for transferring of related content. In this paper a solution has been implemented through which peers can share files with another peer in a secure manner over P2P enabled intra-network. The data of Peers are located in two different folders namely- PUBLIC and PRIVATE. For a PRIVATE file, the permission from the owner will be desired to retrieve the file at the receiving-end peer. This enables users to restrict the outflow of files. The main advantage of this application is that there is no need of global network (internetwork) and a centralized server.
对于处于同一逻辑网络中的多个节点而言,点对点文件传输是一种较好的内容共享方式。有时,当一个节点离开网络并将其资源密钥移交给其他邻居(可能是相邻节点)时,相关内容的传输风险总是很高。本文实现了一个解决方案,通过该解决方案,对等点可以在启用P2P的网络内以安全的方式与另一个对等点共享文件。对等体的数据位于两个不同的文件夹中,即PUBLIC和PRIVATE。对于PRIVATE文件,需要所有者的许可才能在接收端对等端检索该文件。这使用户能够限制文件的流出。该应用程序的主要优点是不需要全球网络(internet)和集中式服务器。
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引用次数: 1
Design and Performance Analysis of Germanium-Based Junction-less Double Gate MOSFET 锗基无结双栅MOSFET的设计与性能分析
Ambika, Gaurav Dhiman
In this paper, a design for improving the performance of double gate junction-less metal oxide semiconductor field effect transistor by using a Germanium channel is proposed. Initially, Silicon was used as the channel materials but in this paper, germanium is used to prove the performance of the device because it has higher mobility of electrons as compared to silicon, so it is better for small semiconductor devices which have high drain current ratio with high throughput. In this paper the performance of both silicon and germanium has been compared in double gate junction-less metal oxide semiconductor field effect transistor devices namely for - drain induced barrier lowering drain current ratio), subthreshold slope, the threshold voltage (Vth) are investigated for n-type Si-DGJLT and Ge-DGJLT systematically.
本文提出了一种利用锗沟道提高双栅无结金属氧化物半导体场效应晶体管性能的设计方案。最初,硅被用作通道材料,但在本文中,使用锗来证明器件的性能,因为它比硅具有更高的电子迁移率,因此更适合具有高漏极电流比和高吞吐量的小型半导体器件。本文比较了硅和锗在双栅无结金属氧化物半导体场效应晶体管器件中的性能(即-漏极感应阻挡降低漏极电流比),系统地研究了n型Si-DGJLT和Ge-DGJLT的亚阈值斜率和阈值电压(Vth)。
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引用次数: 1
期刊
2020 International Conference on Emerging Trends in Communication, Control and Computing (ICONC3)
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