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Smartphone Color-Code based Gate Security Control 基于智能手机色码的门禁安全控制
Pub Date : 2016-09-30 DOI: 10.7236/IJASC.2016.5.3.66
S. Han, Minwoo Lee, V. Mariappan, Junghoon Lee, Seungyoun Lee, Juyoung Lee, Jintae Kim, J. Cha
Smart building gate security control system using smartphone integrated with near field communication (NFC) has become part of daily life usage these days. The technology change in replacing RF NFC device using visible light communication technology based approach growing faster in recent days. This paper propose a design and development of gate security control system using color code based user authentication ID generation as part of an intelligent access control system to control automatic door open and close. In this approach gate security access control use the recent visible light communication technology trends to transfer the user specific authentication code to door access control system using color code on smartphone screen. Using a camera in the door access control system (ACS), color codes on smartphone screens are detected and matched to the database of authenticated user to open the door automatically in gate security system. We measure the visual light communication technology efficiency as a part of the research and the experiments have revealed that more than 95% users authenticated correctly at the suggested experiment environment on gate security control system.
利用智能手机集成近场通信(NFC)技术的智能楼宇门禁安全控制系统已成为人们日常生活的一部分。近年来,以可见光通信技术为基础的方法取代射频NFC设备的技术变化越来越快。本文提出了一种基于色码的用户认证ID生成的门禁安全控制系统的设计与开发,作为智能门禁系统的一部分,实现对自动开门与关门的控制。在这种方法中,大门安全门禁控制采用了最近的可见光通信技术趋势,通过智能手机屏幕上的彩色代码将用户特定的认证码传输到门禁控制系统。通过门禁控制系统(ACS)中的摄像头,检测智能手机屏幕上的颜色代码,并将其与认证用户的数据库进行匹配,从而在大门安全系统中自动打开门。作为研究的一部分,我们测量了视觉光通信技术的效率,实验表明,在建议的实验环境下,95%以上的用户在大门安全控制系统上进行了正确的认证。
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引用次数: 5
Study of runout-motion in body physical techniques: physical index and sensory index 身体运动技术中跳跃运动的研究:物理指标与感觉指标
Pub Date : 2016-09-30 DOI: 10.7236/IJASC.2016.5.3.56
Jeong-Lae Kim, Kyu-ok Shin
Body physical technique is to pursuit the dynamic motion by the physical index(PI) and sensory index(SI) on the physical body function. Function of the physical body by the motor condition is organized the dynamic physical system. For the physical motion of signal, we is defined a runout value of the body function by the physical index on the dynamic state. The concept of body physical index was identified the reference of physical index and sensory index by the body technique. As to detect a variation of the body physical technique-runout physical index(BPT-RPI) of the maximum and average and minimum in terms of physical motion, and the dynamic sensory value that was a runout function of the vision variation of the Vi-ξ MAX-AVG-MIN with 2.53±4.85 units, that was a runout function of the vestibular variation of the Ve-ξ MAX-AVG-MIN with (-0.69±2.32)units, that was a runout function of the somatosensory variation of the So-ξ MAX-AVG-MIN with (-1.43±-1.36) units. The dynamic physical motion will be to confirm at the variable function of the runout motion for the body function values of dynamic physical index on the BPT-RPI that was identified an evaluation of the physical sensory function by the dynamic physical system. Runout body system was mentioned of a physical body situation by the mild moving and was refer a runout data of dynamic physical nervous index.
身体物理技术是通过身体机能上的物理指数(PI)和感觉指数(SI)来追求动态运动。身体的功能是由运动条件组织起来的动态物理系统。对于信号的物理运动,我们用动态状态上的物理指标来定义一个体函数的跳动值。以身体技术为参照,确定了身体物理指标和感官指标的概念。作为身体的变化来检测物理technique-runout物理指标(BPT-RPI)最大和平均和最小的物理运动,和动态感知价值是一个跳动的变差函数的Vi -ξMAX-AVG-MIN 2.53±4.85单位,这是一个跳动的前庭功能变体Ve -ξMAX-AVG-MIN和(-0.69±2.32)单位,这是一个输出函数的躯体感觉变化——ξMAX-AVG-MIN和(-1.43±-1.36)单位。动态物理运动是动态物理系统对BPT-RPI上的动态物理指标的身体功能值的跳动运动的变量函数,是动态物理系统对物理感官功能的评价。跳动体系统指的是一种由轻微运动引起的身体状态,指的是一种动态的身体神经指标的跳动数据。
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引用次数: 2
Could Decimal-binary Vector be a Representative of DNA Sequence for Classification? 十进制二进制向量能否作为DNA序列的分类代表?
Pub Date : 2016-09-30 DOI: 10.7236/IJASC.2016.5.3.8
Prima Sanjaya, Dae-Ki Kang
In recent years, one of deep learning models called Deep Belief Network (DBN) which formed by stacking restricted Boltzman machine in a greedy fashion has beed widely used for classification and recognition. With an ability to extracting features of high-level abstraction and deal with higher dimensional data structure, this model has ouperformed outstanding result on image and speech recognition. In this research, we assess the applicability of deep learning in dna classification level. Since the training phase of DBN is costly expensive, specially if deals with DNA sequence with thousand of variables, we introduce a new encoding method, using decimal-binary vector to represent the sequence as input to the model, thereafter compare with one-hot-vector encoding in two datasets. We evaluated our proposed model with different contrastive algorithms which achieved significant improvement for the training speed with comparable classification result. This result has shown a potential of using decimal-binary vector on DBN for DNA sequence to solve other sequence problem in bioinformatics.
近年来,一种由受限玻尔兹曼机以贪婪方式堆叠而成的深度学习模型——深度信念网络(deep Belief Network, DBN)被广泛应用于分类和识别。该模型具有提取高层次抽象特征和处理高维数据结构的能力,在图像和语音识别方面取得了优异的成绩。在本研究中,我们评估了深度学习在dna分类水平上的适用性。由于DBN的训练阶段成本较高,特别是处理具有数千个变量的DNA序列时,我们引入了一种新的编码方法,使用十进制二进制向量表示序列作为模型的输入,然后与两个数据集的单热向量编码进行比较。我们用不同的对比算法对我们提出的模型进行了评估,在分类结果比较的情况下,训练速度有了明显的提高。这一结果显示了利用DBN上的十进制二进制载体进行DNA序列分析,解决生物信息学中其他序列问题的潜力。
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引用次数: 1
Review On Tries for IPv6 Lookups 回顾尝试IPv6查找
Pub Date : 2016-09-30 DOI: 10.7236/IJASC.2016.5.3.47
Rohit G Bal
Router main task is to provide routing of Internet Protocol (IP) packets. Routing is achieved with help of the IP lookup. Router stores information about the networks and interfaces in data structures commonly called as routing tables. Comparison of IP from incoming packet with the IPs stored in routing table for the information about route is IP Lookup. IP lookup performs by longest IP prefix matching. The performance of the IP router is based on the speed of prefix matching. IP lookup is a major bottle neck in the performance of Router. Various algorithms and data structures are available for IP lookup. This paper is about reviewing various tree based structure and its performance evaluation.
路由器的主要任务是提供互联网协议(IP)数据包的路由。路由是通过IP查找实现的。路由器将有关网络和接口的信息存储在通常称为路由表的数据结构中。对于路由信息,将入报文中的IP地址与路由表中存储的IP地址进行比较,称为IP查找。IP查找按最长IP前缀匹配进行。IP路由器的性能取决于前缀匹配的速度。IP查找是路由器性能的主要瓶颈。各种算法和数据结构可用于IP查找。本文综述了各种基于树的结构及其性能评价。
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引用次数: 3
Content-Aware Convolutional Neural Network for Object Recognition Task 面向对象识别任务的内容感知卷积神经网络
Pub Date : 2016-09-30 DOI: 10.7236/IJASC.2016.5.3.1
A. Poernomo, Dae-Ki Kang
In existing Convolutional Neural Network (CNNs) for object recognition task, there are only few efforts known to reduce the noises from the images. Both convolution and pooling layers perform the features extraction without considering the noises of the input image, treating all pixels equally important. In computer vision field, there has been a study to weight a pixel importance. Seam carving resizes an image by sacrificing the least important pixels, leaving only the most important ones. We propose a new way to combine seam carving approach with current existing CNN model for object recognition task. We attempt to remove the noises or the “unimportant” pixels in the image before doing convolution and pooling, in order to get better feature representatives. Our model shows promising result with CIFAR-10 dataset.
在现有的用于物体识别的卷积神经网络(cnn)中,对图像中的噪声进行降噪的研究很少。卷积层和池化层都在不考虑输入图像噪声的情况下进行特征提取,对所有像素都同等重要。在计算机视觉领域,对像素重要性进行了加权研究。接缝雕刻通过牺牲最不重要的像素来调整图像的大小,只留下最重要的像素。提出了一种将接缝雕刻方法与现有的CNN模型相结合的目标识别方法。在进行卷积和池化之前,我们试图去除图像中的噪声或“不重要”像素,以获得更好的特征表示。我们的模型在CIFAR-10数据集上显示了令人满意的结果。
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引用次数: 3
Addressing Concurrency Design for HealthCare Web Service Gateway in Remote Healthcare Monitoring System 远程医疗监控系统中医疗Web服务网关的并发设计
Pub Date : 2016-09-30 DOI: 10.7236/IJASC.2016.5.3.32
Lionel Nkenyereye, Jong-Wook Jang
With the help of a small wearable device, patients reside in an isolated village need constant monitoring which may increase access to care and decrease healthcare delivery cost. As the number of patients’ requests increases in simultaneously manner, the web service gateway located in the village hall encounters limitations for performing them successfully and concurrently. The gateway based RESTful technology responsible for handling patients’ requests attests an internet latency in case a large number of them submit toward the gateway increases. In this paper, we propose the design tasks of the web service gateway for handling concurrency events. In the procedure of designing tasks, concurrency is best understood by employing multiple levels of abstraction. The way that is eminently to accomplish concurrency is to build an object-oriented environment with support for messages passing between concurrent objects. We also investigate the performance of event-driven architecture for building web service gateway using node.js. The experiments results show that server-side JavaScript with Node.js and MongoDB as database is 40% faster than Apache Sling. With Node.js developers can build a high-performance, asynchronous, event-driven healthcare hub server to handle an increasing number of concurrent connections for Remote Healthcare Monitoring System in an isolated village with no access to local medical care.
在小型可穿戴设备的帮助下,居住在偏远村庄的患者需要持续监测,这可能会增加获得护理的机会并降低医疗保健提供成本。由于患者的请求数量同时增加,位于村庄大厅的web服务网关在成功地同时执行这些请求时遇到了限制。负责处理患者请求的基于网关的RESTful技术证明,如果向网关提交的请求数量增加,则会出现互联网延迟。本文提出了处理并发事件的web服务网关的设计任务。在设计任务的过程中,最好通过采用多层抽象来理解并发性。实现并发性的主要方法是构建一个面向对象的环境,支持在并发对象之间传递消息。我们还研究了使用node.js构建web服务网关的事件驱动架构的性能。实验结果表明,使用Node.js和MongoDB作为数据库的服务器端JavaScript比Apache Sling快40%。使用Node.js,开发人员可以构建高性能、异步、事件驱动的医疗保健中心服务器,以处理偏远村庄的远程医疗保健监控系统中越来越多的并发连接,无法访问当地医疗保健。
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引用次数: 2
Mini-Batch Ensemble Method on Keystroke Dynamics based User Authentication 基于击键动力学的用户认证小批量集成方法
Pub Date : 2016-09-30 DOI: 10.7236/IJASC.2016.5.3.40
Jiacang Ho, Dae-Ki Kang
The internet allows the information to flow at anywhere in anytime easily. Unfortunately, the network also becomes a great tool for the criminals to operate cybercrimes such as identity theft. To prevent the issue, using a very complex password is not a very encouraging method. Alternatively, keystroke dynamics helps the user to solve the problem. Keystroke dynamics is the information of timing details when a user presses a key or releases a key. A machine can learn a user typing behavior from the information integrate with a proper machine learning algorithm. In this paper, we have proposed mini-batch ensemble (MIBE) method which does the preprocessing on the original dataset and then produces multiple mini batches in the end. The mini batches are then trained by a machine learning algorithm. From the experimental result, we have shown the improvement of the performance for each base algorithm.
互联网使信息可以随时随地轻松流动。不幸的是,网络也成为犯罪分子进行身份盗窃等网络犯罪的重要工具。为了防止这个问题,使用一个非常复杂的密码并不是一个很好的方法。另外,击键动力学可以帮助用户解决问题。击键动力学是用户按下或释放键时的计时细节信息。通过适当的机器学习算法,机器可以从信息中学习用户的打字行为。在本文中,我们提出了一种小批量集成(MIBE)方法,该方法在原始数据集上进行预处理,最后产生多个小批量。然后通过机器学习算法训练小批量。从实验结果来看,每个基本算法的性能都有所提高。
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引用次数: 0
IP Studio Infrastructure intended for Modern Production and TV broadcasting Facilities 用于现代制作和电视广播设施的IP工作室基础设施
Pub Date : 2016-09-30 DOI: 10.7236/IJASC.2016.5.3.61
Joseph Mfitumukiza, V. Mariappan, Minwoo Lee, Seungyoun Lee, Junghoon Lee, Juyoung Lee, Yunsik Lim, J. Cha
In the TV broadcasting, movie production and business the transportation of video between creators (programmers, studios) and distributors (broadcast and cable networks, cable and satellites companies) is still a mix of File Transfer Protocol (FTP), physical delivery, and expensive multicast satellite. Cloud-based file sync-and-share providers like Dropbox and box are playing an increasing role, but the industry’s unique demands for speed and multicasting have fueled the growth of IP Video transport. This paper gives a solid grasp of the major elements of IP video technology, including content preparation, system architecture alternatives and network performance management.
在电视广播、电影制作和商业中,创作者(程序员、工作室)和发行者(广播和有线网络、有线和卫星公司)之间的视频传输仍然是文件传输协议(FTP)、物理传输和昂贵的多播卫星传输的混合体。基于云的文件同步和共享提供商(如Dropbox和box)正在发挥越来越大的作用,但行业对速度和多播的独特需求推动了IP视频传输的增长。本文对IP视频技术的主要内容,包括内容准备、系统架构选择和网络性能管理等方面进行了深入的研究。
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引用次数: 0
IoT Industry & Security Technology Trends 物联网产业与安全技术趋势
Pub Date : 2016-09-30 DOI: 10.7236/IJASC.2016.5.3.27
Se-Hwan Park, Jongkyu Park
High-tech industries in a state well enough to troubleshoot hacking information introduction a big barrier to delay the growth of the market related to IoT(Internet of Things) as is likely to be on the rise. This early on, security issues introduced in the solution, a comprehensive solution, including the institutional laws/precautions needed. Recent examples of frequent security threats while IoT is the biggest issue of introducing state-of-the-art industry information due to the vulnerable security hacking. This high-tech industries in order to bridge the information responsible for the target attribute, target range, and the protection of security and how to protect the subject, IoT environment (domestic industrial environment) considering the approach is needed. IoTs with health care and a wide variety of services, such as wearable devices emerge. This ensures that RFID/USN-based P2P/P2M/M2M connection is the implementation of the community. In this study, the issue on the high-tech industrial information and the vulnerable security issues of IoT are described.
高新技术产业在一个能够很好地解决黑客攻击问题的状态下,信息的引入将成为阻碍与物联网(IoT)相关的市场增长的一大障碍,因为物联网很可能会呈上升趋势。这在早期,安全问题的解决方案中引入,一个全面的解决方案,包括制度法律/预防措施所需要的。这是最近频繁出现的安全威胁,而物联网是引入最先进产业信息的最大问题,因为安全黑客的脆弱性。这就需要高科技产业为了桥接信息所负责的目标属性、目标范围、安全保护以及如何保护主体、物联网环境(国内产业环境)考虑的方法。物联网与医疗保健和各种各样的服务,如可穿戴设备出现。这就保证了基于RFID/ usn的P2P/P2M/M2M连接是社区的实现。在本研究中,描述了关于高科技产业信息的问题和物联网的脆弱性安全问题。
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引用次数: 11
Safe Bike : Secure your Bicycle with this smart Arduino based GPS device 安全自行车:用这个基于Arduino的智能GPS设备保护你的自行车
Pub Date : 2016-09-30 DOI: 10.7236/IJASC.2016.5.3.16
Daniel Godfrey, Mihwa Song
This proposed project is about a bicycle anti theft devised system which helps people protect the bicycle from theft and helps to track the stolen bicycle’s location using a smart phone. Safety bike uses two main devices to keep the bicycle secured, the vibration sensor and GPS sensor. The purpose of this project is to put all these small devices into one well connected system which will help the bicycle owner have more control over the security of his own bicycle. The whole system can be divided into two main parts. The first part is about the hardware development whereby all electronics components are connected via the circuit design using wire wrapping technique. This hardware part includes, a vibrations sensor, a GPS receiver, a toggle switch, LED light, Bluetooth and a buzzer. Wireless Bluetooth signals are used as the means of communication between the smartphone and the microcontroller. The second part is the software part which is being to program and control the whole system. The program is written using MikroBasic, a full-featured Basic compiler for microcontroller based systems. In conclusion, this system is designed to enable user to have control in securing his/her bicycle also being able to find and locate it at any time using GPS receiver and mobile android application.
这个项目是关于自行车防盗系统的设计,它可以帮助人们保护自行车免受盗窃,并帮助使用智能手机跟踪被盗自行车的位置。安全自行车主要使用两种装置来保持自行车的安全,振动传感器和GPS传感器。这个项目的目的是将所有这些小设备整合到一个连接良好的系统中,从而帮助自行车所有者更好地控制自己自行车的安全。整个系统可以分为两个主要部分。第一部分是关于硬件开发,其中所有的电子元件是通过电路设计使用线包技术连接。硬件部分包括振动传感器、GPS接收器、拨动开关、LED灯、蓝牙和蜂鸣器。无线蓝牙信号被用作智能手机和微控制器之间的通信手段。第二部分是软件部分,对整个系统进行编程和控制。该程序是使用microbasic编写的,microbasic是一个功能齐全的基于微控制器系统的Basic编译器。综上所述,本系统的设计目的是使用户能够控制自己的自行车,并且可以随时使用GPS接收器和移动android应用程序找到和定位自行车。
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引用次数: 1
期刊
The International Journal of Advanced Smart Convergence
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