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A Positioning DB Generation Algorithm Applying Generative Adversarial Learning Method of Wireless Communication Signals

  • Ji, Myungin;Jeon, Juil;Cho, Youngsu
    • Journal of Positioning, Navigation, and Timing
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    • v.9 no.3
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    • pp.151-156
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    • 2020
  • A technology for calculating the position of a device is very important for users who receive positioning services, regardless of various indoor/outdoor or with/without any positioning infrastructure existence environments. One of the positioning resources widely used at present, LTE, is a typical infrastructure that can overcome the space limitation, however its positioning method based on the position of the LTE base station has low accuracy. A method of constructing a radio wave map of an LTE signal has been proposed as a method for overcoming the accuracy, but it takes a lot of time and cost to perform high-density collection in a wide area. In this paper, we describe a method of creating a high-density DB for the entire region by using vehicle-based partial collection data. To create a positioning database, we applied the idea of Generative Adversarial Network (GAN), which has recently been in the spotlight in the field of deep learning, and learned the collected data. Then, a virtually generated map which having the smallest error from the actual data is selected as the optimum DB. We verified the effectiveness of the positioning DB generation algorithm using the positioning data obtained from un-collected area.

Polishing Characteristics of a Mold Core Material in MR Fluid Jet Polishing (MR Fluid Jet Polishing 시스템을 이용한 금형코어재료 연마특성에 관한 연구)

  • Lee, J.W.;Ha, S.J.;Cho, Y.G.;Cho, M.W.;Lee, K.H.;Je, T.J.
    • Transactions of Materials Processing
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    • v.22 no.2
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    • pp.74-79
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    • 2013
  • The ultra-precision polishing method using MR fluid has come into the spotlight for polishing metals and optical materials. The MR fluid jet polishing process can be controlled using a change of viscosity by an imposed magnetic field. The MR fluid used for polishing process is a mixture of CI particles, DI water, $Na_2CO_3$ and glycerin. The efficiency of polishing depends on parameters such as polishing time, magnetic field, stand-off distance, pressure, etc. In this paper, the MR fluid jet polishing was used to polish nickel and brass mold materials, which is used to fabricate backlight units for 3-D optical devices in mobile display industries. In MR jet polishing, ferromagnetic materials like nickel can decrease the polishing efficiency by interaction with the cohesiveness of the MR fluid more than non-ferromagnetic materials like copper. A series of tests with different polishing times showed that the surface roughness of brass (Ra=1.84 nm) was lower than that of nickel (Ra=2.31 nm) after polishing for 20 minutes.

On Hanbok Cultural Event for Promotion Traditional Costume (한복 문화의 활성화를 위한 한복행사에 관한 제언)

  • Soh, Hwang-Oak
    • Journal of the Korea Fashion and Costume Design Association
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    • v.11 no.3
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    • pp.143-151
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    • 2009
  • This paper starts with the assumption that in order for the popularization of hanbok leading to greater interest among the public for Hanbok and its uses in everyday life, the period for Hanbok events each year must be solidified, making it a standardized provide opportunities for participation regardless of demographic. Globalization of Hanbok most occur through a combination of related academic fields, division of roles in fields of expertise, and a scientific understanding of Hanbok. Thus various Hanbok-related programs such as contests, fashion shows, experience centers and exhibitions should be provided in one unified setting. Government sponsored Hanbok cultural events have generally been aimed at foreigners or foreign human residency, while events in Korea hae generally been carried out by a more diverse rage of groups, making it difficult for the general population to obtain information or participate actively. In order for hanbok to maintain its tradition as the national costume of Korea, Long-term develop plans must be set. Along with popularization in order to bring hanbok into everyday life, methods for the globalization of hanbok must be explored, providing opportunities to spotlight the diversity and characteristics of Korean costumes, in various events which promote participation, festival-forming and globalization of hanbok culture considering elements such as time (yearly, monthly etc.) and audience (age group, social level etc.).

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Design and Implementation of BAN System using ECG Sensor based on Smartphone (스마트폰 기반 ECG 센서를 이용한 BAN 시스템의 설계 및 구현)

  • Lee, Min-Ki;Kim, Kyu-Ho;Lee, Ki-Young
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.10 no.4
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    • pp.17-22
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    • 2010
  • As the services of ubiquitous environment has become accessible everywhere, it has been developed in various fields. Additionally interests in the u-Healthcare has sharply increased. In this paper, the BAN (Body Area Network) has been applied through ECG sensor and Zigbee communication of the existing ubiquitous sensor network environment to measure one's vital signs. The measured vital signs were then implemented in a system that enabled doctors and specialists to monitor by using 3G(WCDMA) communication. Furthermore, a location search device has been designed using the Smartphone's GPS modules to locate patients in the case of an emergency. The data field definition and designed system was based on the Smartphone's iPhone platform which has been in the spotlight for the previous months.

A Study on Teaching and Learning for Math Education at Elementary School with Scratch Programing (스크래치 프로그래밍을 활용한 초등학교 수학 교수.학습에 관한 연구)

  • Shin, Seung-Ki;Park, Phan-Woo
    • 한국정보교육학회:학술대회논문집
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    • 2011.01a
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    • pp.7-13
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    • 2011
  • Scratch programming comes into the spotlight as Education Programming Language. Especially, it is made better use at educational class by accessibility and visuality in elementary school. But most of latest research is just focus on effective for programming education and prove effectiveness once more. In this study, possibility about curriculum using Scratch programming and specific applicable methods were suggested. This research suggested that how to study with scratch programming through lesson "Make a pattern" in 5th grade Math curriculum at elementary school. And there was reflected that we can verify programming procedure visually and improve creativity.

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Expansion of e-business Transaction and Its Effective Vitalizations Strategy (전자상거래 확산과 비즈니스 서비스 산업 활성화 방안)

  • Jo, Seok-Hong
    • International Commerce and Information Review
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    • v.4 no.2
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    • pp.187-199
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    • 2002
  • Global economy these days is characterized with an unlimited competition due to Globalization and Information Age. Expansion of E-business accelerates informationized and globalized society and also intensifies market competition. As a result, global economy gradually develops to knowledge-based economy, and Business Service Industry becomes essential to the production increase in the manufacturing industry as well as its high added value comes into the spotlight as one of rapidly growing business industry. Business Service Industry has not yet been academically established, however, it may be defined as the industry of which production is a mediating service in the production process rather than in the final consumption. The export of the manufacturing industry has traditionally played mainstream role in Korea where economic development has been centered on the manufacturing export. However, as with increasing emphasis on the role of service sector and highly developed industrial field in the national economy, not only the relationships between manufacturing industry and service industry becomes rapidly more involved, but also the importance of highly competitive service industry becomes emphasized in accordance with open global economy after WTO system takes off. Now it is time we come to the realization that service is in the center of national competitive power as a result of global door open in all service industry.

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클라우드 컴퓨팅의 국내 현황과 전망

  • Bae, Yu-Mi;Jung, Sung-Jae;Jang, Rae-Young;Sung, Kyung;Soh, Woo-Young
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2011.05a
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    • pp.294-297
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    • 2011
  • After Cloud Computing concept appeared in Google that is Internet search engine company and Famed online bookstore Amazon succeed in online rental business of computer resource, Global IT companies are watched by Cloud Computing. The companies applying Cloud Computing having been many changes, also domestic It business is throwing the spotlight on new paradigm of Cloud Computing. This paper is going to look at concept and trend of Cloud Computing, and describe situation and outlook of Cloud Computing in domestic companies.

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Routing protocol for efficient power consumption of sensor node (센서노드의 효율적인 전력소모를 위한 라우팅 프로토콜 연구)

  • Kim, Ki-Tae;Kim, Dong-Il
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2011.05a
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    • pp.382-385
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    • 2011
  • The sensor network technology for core technology of ubiquitous computing is in the spotlight recently, the research on sensor network is proceeding actively which is composed many different sensor node. One of the important condition for design of sensor node is to extend for network life which is to minimize power-consumption under the limited resources of sensor network. This study suggest routing protocol that was used second level cluster structure to reduce power-consumption of sensor node. the first level use the previous routing protocol under the LEACH, second level decide to transmit or not by comparision of data value for Effective Usage, reduce the unnecessary power-consumption.

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Implementation of a Location-Based SNS System Using AR (증강현실을 이용한 위치기반 SNS 시스템 구현)

  • Kim, Kyoung-Sub;Park, Young-Cheol;Eom, Chan-jin;Lee, Yun-Bok;Lee, Sang-Ho
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.19 no.6
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    • pp.133-138
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    • 2019
  • Recently, SNS is one of the most prominent areas and AR is a technology in the spotlight. In this paper, AR technology is applied to SNS to provide community functions and we develop the related technologies. The system developed in this paper provides differentiated communication among users by providing community functions applying location information and AR such as displaying AR message and finding a path using AR in current location. In addition, this paper presents a method of using the existing map APIs considering their characteristics as a method to obtain map information essential for the implementation of location-based AR.

Analysis of the Electrical and Optical Properties in Omnidirectional LED Bulbs by Energy Star (Energy Star 기준에 따른 Omnidirectional LED 벌브의 전기적 광학적 특성 분석)

  • Kim, Yu-Sin;Bae, Ho-June;Kim, Gi-Hoon;Kim, Hyun-Sik;Song, Sang-Bin
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.25 no.9
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    • pp.750-754
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    • 2012
  • An LED (light emitting diode) has the advantages of lower power consumption, energy saving, high efficiency, long lifetime, and environmental friendliness so that it has been getting the spotlight as a next-generation light source. Thus, the application range of an LED has been extended to various fields including indoor and outdoor lighting. Recently, the high efficient LED lighting has been developed, an LED has been extended its market rapidly every year and is expected to replace the general light source within near future. In this study were measured electrical and optical properties for 6 types of LED bulbs which are being developed to replace the general incandescent lamps, and were analysed under the standard of the omnidirectional lamp required by the Energy Star.