• Title/Summary/Keyword: Iot technology

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Range-free localization algorithm between sensor nodes based on the Radical Line for Sensor Networks (센서 네트워크를 위한 Radical line을 기반으로 한 센서 노드간의 Range-free 지역화 알고리즘)

  • Shin, Bong Hi;Jeon, Hye Kyoung
    • Journal of Digital Convergence
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    • v.14 no.8
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    • pp.261-267
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    • 2016
  • In this paper, we studied the range-free localization algorithm between sensor nodes based on the Radical Line for sensor networks. Routing in wireless sensor networks should reduce the overall energy consumption of the sensor network, or induce equivalent energy consumption of all the sensor nodes. In particular, when the amount of data to send more data, the energy consumption becomes worse. New methods have been proposed to address this. So as to allow evenly control the overall energy consumption. For this, the paper covers designing a localization algorithm that can obtain the location information of the peripheral nodes with fewer operations. For the operation of the algorithm is applicable Radical Line. The experimental environment is windows 7, the Visual C ++ 2010, MSSQL 2008. The experimental results could be localized to perform an error rate of 0.1837.

The Method of Localization using Radical Line among Sensor Nodes under the Internet Of Things (사물 인터넷 환경에서 Radical Line을 이용한 센서 노드간의 지역화방법)

  • Shin, Bong-Hi;Jeon, Hye-Kyoung
    • Journal of Digital Convergence
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    • v.13 no.7
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    • pp.207-212
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    • 2015
  • The sensor network that is component of the Internet of Things require a lot of research to select the best route to send information to the anchor node, to collect a number of environment and cost efficient for communication between the sensor life. On the sensor network in one of the components of IOT's environment, sensor nodes are an extension device with low power low capacity. For routing method for data transmission between the sensor nodes, the connection between the anchor and the node must be accurate with in adjacent areas relatively. Localization CA (Centroid Algorithm) is often used although an error frequently occurs. In this paper, we propose a range-free localization method between sensor nodes based on the Radical Line in order to solve this problem.

Success Factors of O2O(Online-to-Offline) Commerce (O2O(Online-to-Offline) 상거래의 성공요인)

  • Kim, JaeKyung;Jang, YuRi;Jeong, HyeJin;Moon, Yun Ji
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.10a
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    • pp.374-377
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    • 2015
  • O2O(Online-to-offline) service is the new commerce system form that mixed information search and payment of products and services from online and receipt of goods from offline. O2O commerce combine advantage of existing electronic commerce and redeem the critical point of each commerce circulation method, but earnings model is still lacking compared to development speed of O2O technology. Therefore this study drew common factor applied to O2O service to search success factor of O2O commerce on the point of view as a customer Centered by existing B2C electronic commerce, Mobile commerce, and service quality model of offline commerce included O2O commerce method. Further we suggest O2O success factor model combined new O2O success factor additionally reflecting qualitative research result based on drew O2O success service Quality factor.

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IoT-based D2D relation algorithms utilizing a Wi-Fi (Wi-Fi를 활용한 IoT기반 D2D 릴레이션 알고리즘)

  • Lim, Hyeok;Kim, Wung-Jun;Hwang, Jong-Sun;Jung, Dae-Jin;Jung, Hoe-Kyung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.10a
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    • pp.645-647
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    • 2015
  • IoT (Internet of Things) technology has immense potential in our modern society. Generally when used in a consumer electronics environment, the IoT can continue to work more efficiently than the conventional method of home appliances. In order to use the IOT device's effectively in the environment, we need to determine the relationship between all device's based on their state and priority and compare it to find the suitable device based on the state and priority. In this paper I have done research on Wi-Fi devices in a network environment and I have observed relationships between them. Also I have proposed an algorithm to determine the device status and priority. This determines high-priority devices and they are identified on the basis of the state of the device associated with a particular operation and proceeds further.

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A Study on Data Governance Maturity Model and Total Process for the Personal Data Use and Protection (개인정보의 활용과 보호를 위한 데이터 거버넌스 성숙도 모형과 종합이행절차에 관한 연구)

  • Lee, Youngsang;Park, Wonhwan;Shin, Dongsun;Won, Yoojae
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.29 no.5
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    • pp.1117-1132
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    • 2019
  • Recently, IT technology such as internet, mobile, and IOT has rapidly developed, making it easy to collect data necessary for business, and the collected data is analyzed as a new method of big data analysis and used appropriately for business. In this way, data collection and analysis becomes easy. In such data, personal information including an identifier such as a sensor id, a device number, IP address, or the like may be collected. However, if systematic management is not accompanied by collecting and disposing of large-scale data, violation of relevant laws such as "Personal Data Protection Act". Furthermore, data quality problems can also occur and make incorrect decisions. In this paper, we propose a new data governance maturity model(DGMM) that can identify the personal data contained in the data collected by companies, use it appropriately for the business, protect it, and secure quality. And we also propose a over all implementation process for DG Program.

Comparison Study on the Resistance Characteristics of an Arctic Tanker and a General Tanker (쇄빙 유조선과 일반 유조선의 저항특성 비교연구)

  • Kim, Hyun-Soo;Ha, Mun-Keun;Ahn, Dang;Chun, Ho-Hwan
    • Journal of the Society of Naval Architects of Korea
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    • v.43 no.1 s.145
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    • pp.43-49
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    • 2006
  • The hull form of icebreaking tanker depends on the trade route and ice characteristic. The hull form has to be designed for icebreaking concept if the vessel is operating in heavy ice and also the hull from has to be optimized for general tanker when the ship is operating in ice-free ocean. This paper presents comparison of ship resistance in pack ice, level ice and open water. Four ships are used to compare the resistance characteristic. One is conventional tanker and three ships are icebreaking tankers. The ice model test was carried out at the IOT (Institute for Ocean Technology, Newfoundland, Canada) and open water test was performed at 55MB (Samsung Ship Model Basin). The ice resistance of conventional tanker was predicted by Colbourne's method. The resistance of open water, pack ice and level ice are compared and discussed. The best hull form of icebreaker is not good in open water performance compare to conventional tanker. This result explains that the hull form of icebreaker and normal tanker have to compromise when the ship is operated in ice and ice-free condition. The result of this paper gives a guide for icebreaking tanker design.

Development of Smart Mirror System based on the Raspberry Pi (Raspberry Pi를 이용한 스마트 미러 개발)

  • Lin, Zhi-Ming;Kim, Chul-Won
    • The Journal of the Korea institute of electronic communication sciences
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    • v.16 no.2
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    • pp.379-384
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    • 2021
  • With people's continuous research and exploration in the field of artificial intelligence, more relatively mature artificial intelligence technology is applied in people's daily life. Mirrors are the most commonly used daily necessities in life, and it should be applied to artificial intelligence. The research results of this paper show that the smart mirror designed based on the raspberry pi displays weather, temperature, greetings, and has a human-mirror interaction function. The research method of this paper uses the Raspberry pi 3B + as the core controller and Google Assistant as the intelligent control. When connected to the network via Raspberry Pi's own WiFi, the mirror can automatically display and update time, weather and news information features. You can wake up the Google Assistant using keywords, then control the mirror to play music, remind the time, It implements the function of smart mirror voice interaction. Also, all the hardware used in this study is modular assembly. Later, it is convenient for user to assemble by himself later. It is suitable for market promotion at an affordable price.

A Study on Malware Identification System Using Static Analysis Based Machine Learning Technique (정적 분석 기반 기계학습 기법을 활용한 악성코드 식별 시스템 연구)

  • Kim, Su-jeong;Ha, Ji-hee;Oh, Soo-hyun;Lee, Tae-jin
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.29 no.4
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    • pp.775-784
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    • 2019
  • Malware infringement attacks are continuously increasing in various environments such as mobile, IOT, windows and mac due to the emergence of new and variant malware, and signature-based countermeasures have limitations in detection of malware. In addition, analytical performance is deteriorating due to obfuscation, packing, and anti-VM technique. In this paper, we propose a system that can detect malware based on machine learning by using similarity hashing-based pattern detection technique and static analysis after file classification according to packing. This enables more efficient detection because it utilizes both pattern-based detection, which is well-known malware detection, and machine learning-based detection technology, which is advantageous for detecting new and variant malware. The results of this study were obtained by detecting accuracy of 95.79% or more for benign sample files and malware sample files provided by the AI-based malware detection track of the Information Security R&D Data Challenge 2018 competition. In the future, it is expected that it will be possible to build a system that improves detection performance by applying a feature vector and a detection method to the characteristics of a packed file.

A Study on IoT based Forensic Policy for Early Warning System of Plant & Animal as A Subsystem of National Disaster Response and Management (국가재난형 동·식물 조기경보시스템을 위한 IOT기반의 포렌식 정책 연구)

  • Chung, Ho-jin;Park, Dea-woo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.05a
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    • pp.295-298
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    • 2014
  • In recently, a climatic change(such as subtropical climate and frequent unusual high temperature) and the open-trade policies of agricultural & livestock products are increasing the outbreak risk of highly pathogenic avian influenza(HPAI) and foot and mouth disease(FMD), and accordingly the socio-economic damage and impacts are also increasing due to the cases such as damage from the last 5 times of FMD outbreak(3,800 billion won), from 10 years public control cost of Pine Wilt Disease (PWD)(238.3 billion won), and from the increased invasive pests of exotic plant like isoptera. Therefore, the establishment of new operation strategy of IoT(Internet of Things) based satellite early warning system(SEWS) for plants and animals as a subsystem of national disaster response and management system is being required, where the forensic technology & measures should be applied as a government policy to estimate the post compensation and to carry out the legal responsibility.

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A Study on the Gesture Based Virtual Object Manipulation Method in Multi-Mixed Reality

  • Park, Sung-Jun
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.2
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    • pp.125-132
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    • 2021
  • In this paper, We propose a study on the construction of an environment for collaboration in mixed reality and a method for working with wearable IoT devices. Mixed reality is a mixed form of virtual reality and augmented reality. We can view objects in the real and virtual world at the same time. And unlike VR, MR HMD does not occur the motion sickness. It is using a wireless and attracting attention as a technology to be applied in industrial fields. Myo wearable device is a device that enables arm rotation tracking and hand gesture recognition by using a triaxial sensor, an EMG sensor, and an acceleration sensor. Although various studies related to MR are being progressed, discussions on developing an environment in which multiple people can participate in mixed reality and manipulating virtual objects with their own hands are insufficient. In this paper, We propose a method of constructing an environment where collaboration is possible and an interaction method for smooth interaction in order to apply mixed reality in real industrial fields. As a result, two people could participate in the mixed reality environment at the same time to share a unified object for the object, and created an environment where each person could interact with the Myo wearable interface equipment.