• Title/Summary/Keyword: Mobile IoT environment

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Computer Vision Platform Design with MEAN Stack Basis (MEAN Stack 기반의 컴퓨터 비전 플랫폼 설계)

  • Hong, Seonhack;Cho, Kyungsoon;Yun, Jinseob
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.11 no.3
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    • pp.1-9
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    • 2015
  • In this paper, we implemented the computer vision platform design with MEAN Stack through Raspberry PI 2 model which is an open source platform. we experimented the face recognition, temperature and humidity sensor data logging with WiFi communication under Raspberry Pi 2 model. Especially we directly made the shape of platform with 3D printing design. In this paper, we used the face recognition algorithm with OpenCV software through haarcascade feature extraction machine learning algorithm, and extended the functionality of wireless communication function ability with Bluetooth technology for the purpose of making Android Mobile devices interface. And therefore we implemented the functions of the vision platform for identifying the face recognition characteristics of scanning with PI camera with gathering the temperature and humidity sensor data under IoT environment. and made the vision platform with 3D printing technology. Especially we used MongoDB for developing the performance of vision platform because the MongoDB is more akin to working with objects in a programming language than what we know of as a database. Afterwards, we would enhance the performance of vision platform for clouding functionalities.

A Design and Implementation of Store Management Application using Beacon (비콘을 이용한 매장관리 모바일 어플리케이션 설계 및 구현)

  • Moon, Gabin;Jeon, Seonghee;Kim, Sungrim
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.14 no.2
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    • pp.1-9
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    • 2018
  • Currently, the record of part-timer is mainly written in handwriting or using excel work schedule, paper work recorder, and time attendance program using POS program. And, work table, commute records, paycheck are managed separately. Time-attendance information is not linked and is managed separately, and payment of wages is often not done accurately. And, it is difficult to pay the wages because it is not able to accurately grasp the state of attendance of part-timer. Therefore, it is necessary to have a transparent wage and work management system based on the trust between the owner and the part-timer. In this paper, we design a system that can perform real-time commute check using beacon, transparent wage management, wage calculation by automatic calculation, and smooth communication between owner and the part-timer. We have also implemented a store management mobile application using Android Studio 2.3, Eclipse, Android 5.1 and Beacon devices in a MySQL environment.

Implementation of The Smart Plant Growth Chamber with Arduino (아두이노를 활용한 스마트 식물 재배기 구현)

  • Lim, Yu-Lee;Lim, Eun-Byeol;Kim, Tai-Woo
    • Journal of Internet of Things and Convergence
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    • v.2 no.2
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    • pp.27-36
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    • 2016
  • These days, many people are interested in healthy eating. They want to buy organic fruits and organic vegetables for their wellbeing life or to grow the plants themselves. However, if you buy the organic fruits or vegetables carrying costs a lot of money, it would be difficult to bring the plants directly. In this paper, we propose the Smart Plant Growth Chamber to grow plants directly at home. Through proposed the Smart Plant Growth Chamber, users can grow the plants with minimum effort in optimized environment without need to know detailed information about to grow the plants. Also, users can feel fun of growing plants through online activities of the smart plant growth chamber, it is believed to contribute to a health eating.

A Study on Routing Implementation and Performance Measurement Scheme among IPv6 Terminals (IPv6 단말간 라우팅 구현과 성능측정 구성 방안에 관한 연구)

  • Woo, Jung-Yoon;Yang, JaeSoo;Lee, Jong Won;Kim, Kangju
    • Journal of Digital Contents Society
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    • v.19 no.3
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    • pp.505-512
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    • 2018
  • Internet demand has increased rapidly, and Internet Protocol Version 4, the main Internet protocol, can not cope with various types of network demand in the future. Therefore, it is urgent to spread IPv6-based stable network to solve the shortage of Internet address resources. Due to the proliferation of IoT and the increase in mobile devices, efficient and optimal IPv6 routing design is indispensable. In this paper, we have studied about characteristics of IPv6, address system of IPv6, structure analysis and efficient routing technology among IPv6 terminals. Furthermore, experimental results on routing packet analysis and convergence time are presented in network - based IPv6 routing implementation environment. In addition, we show the results of the experiment analysis by dividing the implementation of IPv6 routing, operation test, and fail over performance into three kinds of routing protocol methods. As a result, this study can be applied to the introduction of IPv6 system, test bed environment construction, and network design.

Smart Livestock Research and Technology Trend Analysis based on Intelligent Information Technology to improve Livestock Productivity and Livestock Environment (축산물 생산성 향상 및 축산 환경 개선을 위한 지능정보기술 기반 스마트 축사 연구 및 기술 동향 분석)

  • Kim, Cheol-Rim;Kim, Seungchoen
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.22 no.4
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    • pp.133-139
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    • 2022
  • Recently, livestock farms in Korea are introducing data-based technologies to improve productivity, such as livestock environment and breeding management, safe livestock production, and animal welfare. In addition, the government has been conducting a smart livestock distribution project since 2017 through the modernization of ICT-based livestock facilities in order to improve the productivity of livestock products and improve the livestock environment as a policy. However, the current smart livestock house has limitations in connection, diversity, and integration between monitoring and control. Therefore, in order to intelligently systemize all processes of livestock with intelligent algorithms and remote control in order to link and integrate various monitoring and control, the Internet of Things, big data, artificial intelligence, cloud computing, and mobile It is necessary to develop a smart livestock system. In this study, domestic and foreign research trends related to smart livestock based on intelligent information technology were introduced and the limitations of domestic application of advanced technologies were analyzed. Finally, future intelligent information technology applicable to the livestock field was examined.

Performance Evaluation Using Neural Network Learning of Indoor Autonomous Vehicle Based on LiDAR (라이다 기반 실내 자율주행 차량에서 신경망 학습을 사용한 성능평가 )

  • Yonghun Kwon;Inbum Jung
    • KIPS Transactions on Computer and Communication Systems
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    • v.12 no.3
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    • pp.93-102
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    • 2023
  • Data processing through the cloud causes many problems, such as latency and increased communication costs in the communication process. Therefore, many researchers study edge computing in the IoT, and autonomous driving is a representative application. In indoor self-driving, unlike outdoor, GPS and traffic information cannot be used, so the surrounding environment must be recognized using sensors. An efficient autonomous driving system is required because it is a mobile environment with resource constraints. This paper proposes a machine-learning method using neural networks for autonomous driving in an indoor environment. The neural network model predicts the most appropriate driving command for the current location based on the distance data measured by the LiDAR sensor. We designed six learning models to evaluate according to the number of input data of the proposed neural networks. In addition, we made an autonomous vehicle based on Raspberry Pi for driving and learning and an indoor driving track produced for collecting data and evaluation. Finally, we compared six neural network models in terms of accuracy, response time, and battery consumption, and the effect of the number of input data on performance was confirmed.

Design of The Intelligent Home Automation System (지능형 홈오토메이션 시스템 설계)

  • Jeong, Jae-Wook;Kim, Jong-Hyuck;Kim, Hyeong-Nam;Kim, Tai-Woo
    • Journal of Internet of Things and Convergence
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    • v.2 no.3
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    • pp.7-15
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    • 2016
  • These days, a lot of research has been in progress for a home automation system. In this study, the intelligent home automation system is developed for automatically controlling the temperature and illumination of the house. The difference with other research can be adjusted individually according to your taste and lifestyle of each individual, it is that it provides a more comfortable living environment through the accumulated lifestyle database. In addition, proposed system can use the mobile app to easily control the lighting devices, a electric fans, and heaters. Moreover the mobile app of proposed system offers function that allows you to search for residential environments statistics on their lifestyle.

Trend analysis of X Window used in Linux (리눅스에 사용되는 X 윈도 동향 분석)

  • Sung, Kyung
    • Journal of Digital Contents Society
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    • v.18 no.7
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    • pp.1393-1401
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    • 2017
  • The Linux operating system is expanding to include desktops and servers, as well as mobile devices, automobiles and embedded devices, and is the dominant operating system category because it is freely available and open source software. However, the desktop market is dominated by Microsoft's Windows, and Apple's Mac OS is increasingly dominated by enthusiasts, but Linux's growth is stagnant. An important element to make up for this deficiency is the X Window System. Most Linux distributions still use the traditional X.org server as the X Window System, but it is heavy and slow. To replace it, a new X window system called Wayland emerged. Wayland is small and light enough to fit on an embedded or mobile device, so it can be mounted on the IoT related device as well as on the desktop. With the advent of Wayland, the change in the X window will accelerate the popularization of Linux.

Development of Container House Equipped with Sensing and Environmental Monitoring System Based on Photovoltaic/Diesel Hybrid System (태양광/디젤 하이브리드 시스템 기반 센서 구동 및 환경 모니터링 컨테이너 하우스 개발)

  • Mi-Jeong Park;Jong-Yul Joo;Eung-Kon Kim
    • The Journal of the Korea institute of electronic communication sciences
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    • v.18 no.3
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    • pp.459-464
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    • 2023
  • The mobile house of this article is provided with stand-alone power system that uses photovoltaic energy and enables sensing and environmental monitoring. Excess power generated is stored in lithium batteries, which enable smooth operation of the mobile house even in environment in which solar energy cannot be used. The house has been designed that its systems can be operated continuously by diesel power generation even when photovoltaic energy cannot be generated due to long rainy season or heavy snow. BMS (batter management system) has been constructed for photovoltaic and power management, and monitors the charge/discharge and usage amount of photovoltaic energy. Various sensing data are recorded and transmitted automatically, and the design allows for wireless monitoring by means of computer and smartphone app. The container house proposed in this study enables efficient energy management by performing optimal energy operation in remote areas, parks, event venues, and construction sites where there is no system power source.

Entity Authentication Scheme for Secure WEB of Things Applications (안전한 WEB of Things 응용을 위한 개체 인증 기술)

  • Park, Jiye;Kang, Namhi
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38B no.5
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    • pp.394-400
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    • 2013
  • WoT (Web of Things) was proposed to realize intelligent thing to thing communications using WEB standard technology. It is difficult to adapt security protocols suited for existing Internet communications into WoT directly because WoT includes LLN(Low-power, Lossy Network) and resource constrained sensor devices. Recently, IETF standard group propose to use DTLS protocol for supporting security services in WoT environments. However, DTLS protocol is not an efficient solution for supporting end to end security in WoT since it introduces complex handshaking procedures and high communication overheads. We, therefore, divide WoT environment into two areas- one is DTLS enabled area and the other is an area using lightweight security scheme in order to improve them. Then we propose a mutual authentication scheme and a session key distribution scheme for the second area. The proposed system utilizes a smart device as a mobile gateway and WoT proxy. In the proposed authentication scheme, we modify the ISO 9798 standard to reduce both communication overhead and computing time of cryptographic primitives. In addition, our scheme is able to defend against replay attacks, spoofing attacks, select plaintext/ciphertext attacks, and DoS attacks, etc.