• Title/Summary/Keyword: 종단분야

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Deep Learning-based Action Recognition using Skeleton Joints Mapping (스켈레톤 조인트 매핑을 이용한 딥 러닝 기반 행동 인식)

  • Tasnim, Nusrat;Baek, Joong-Hwan
    • Journal of Advanced Navigation Technology
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    • v.24 no.2
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    • pp.155-162
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    • 2020
  • Recently, with the development of computer vision and deep learning technology, research on human action recognition has been actively conducted for video analysis, video surveillance, interactive multimedia, and human machine interaction applications. Diverse techniques have been introduced for human action understanding and classification by many researchers using RGB image, depth image, skeleton and inertial data. However, skeleton-based action discrimination is still a challenging research topic for human machine-interaction. In this paper, we propose an end-to-end skeleton joints mapping of action for generating spatio-temporal image so-called dynamic image. Then, an efficient deep convolution neural network is devised to perform the classification among the action classes. We use publicly accessible UTD-MHAD skeleton dataset for evaluating the performance of the proposed method. As a result of the experiment, the proposed system shows better performance than the existing methods with high accuracy of 97.45%.

Design of SIR-based Bandstop Filter with Symmetrical Hairpin Wideband (SIR 기반 대칭 헤어핀 광대역 대역저지 여파기)

  • Kim, Chang-Soon;Lee, Yong-IL
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.18 no.1
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    • pp.43-46
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    • 2018
  • This paper has designed a wideband bandpass filter (WBSF : Wide Band Stop Filter) using a stepped impedance resonator (SIR : Stepped Impedance Resonator) with improved performance and improved hairpin coupling structure. The SIR WBSF is small in size and has the advantage of having excellent bandstop characteristics. The designed BSF has a structure in which a quadrangular shaped hairpin of a / 4 length is arranged symmetrically on the upper and lower sides of the input and output transmission lines. The input and output terminals were terminated at 50 ohms for system applications. The center frequency of the SIR WBSF is 6.3 GHz, which is the second harmonic of 3.15 GHz. The designed filter has a 3dB bandwidth of 2.9 GHz and a transmission coefficient ($S_{21}$) of 33.2 dB. The reflection coefficient ($S_{11}$) at the center frequency is 0.106 dB. The application field is used for fixed microwave relay stations, fixed satellite and earth stations, and fixed satellite communications. The overall size is $20mm{\times}10mm$.

A Study on the Changing Trajectory of Game Use and the Current and Lag Effect from Self-Control during Early Adolescences (초기 청소년의 게임사용 변화궤적과 자기통제력의 동시효과 및 지연효과 연구)

  • Heo, Gyun
    • The Journal of Korean Association of Computer Education
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    • v.15 no.3
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    • pp.71-80
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    • 2012
  • The purpose of this study is to find out the changing trajectory of online game use as the development of early adolescences. It is also to explore whether the self-control has a current and a lag effect on the game use while development of students. We found these results: (a) There is a statically significant individual variability in initial levels and rates of change in online game use over time. The change of trajectory is declined. (b) Boys also have higher rate of the change in using game than girls over time. (c) Both initial state and changing rate of online game use affects negatively the academic achievement. (d) Current effect always supports, but lag effect does not support except the period from last elementary school grade to middle school grade as explanations for the developmental relation between self-control and online game use in young adolescents.

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Analysis on the Satisfaction by MICE Participants in Busan Metropolitan (부산 MICE 참가자의 만족도 분석)

  • Kang, Hae-Sang;Song, Kang-Young
    • The Journal of the Korea Contents Association
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    • v.10 no.11
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    • pp.414-423
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    • 2010
  • The purpose of this study was to provide basic data to establish MICE(meeting, incentive, convention, exhibition) marketing strategies in Busan Metropolitan by examining its satisfaction level. Surveys were conducted for participants of 10 cases of Meetings, Incentive, Conventions and Exhibition in Busan Metropolitan. A time series analysis was performed by its data from 2002 to 2008. Research findings showed that accomodations, facilities and MICE operation were highly scored, while connected tour, shopping, easy access to airport, and interpretation were scored relatively low. Especially connected tour was scored very low. Therefore, we should concentrate on tourism attractions and tourism information services to improve visitors satisfactions. Second, we should develop shopping items to improve satisfactions of MICE visitors. Since this study only targeted the 10 MICEs they cannot represent the entire MICEs in Busan and absolute comparison was difficult because of different content and size of each MICE, which could be the limitation of this study.

The Study about Angle Measuring Technique According to Optical Fiber Tip Angle (광섬유 종단 각에 따른 각도 측정 기술에 대한 연구)

  • Kim, Jun-Sik;Kim, Ji-Sun;Oh, Han-Byeol;Kim, A-Hee;Goh, Bong-Jun;Lee, Eun-Suk;Shin, Ye-Ji;Jun, Jae-Hoon
    • Proceedings of the KIEE Conference
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    • 2015.07a
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    • pp.1405-1406
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    • 2015
  • 본 논문에서는 비교적 가격이 저렴하면서 전자기장의 영향을 적게 받는 광학 소자를 이용하여 각도를 측정하는 연구에 대해 다루고 있다. 보다 측정 범위를 넓히기 위해 빛을 수광하는 포토트랜지스터를 3개 사용하였고, 발광부의 빛을 효과적으로 전달하기 위해 광섬유를 사용하였으며, 이 광섬유의 끝을 여러 각도로 가공하였다. 그 결과 포토트랜지스터를 1개 사용한 경우보다 측정 범위가 넓어지고, 광섬유의 끝을 가공함으로써 측정 신호의 비대칭성과 피크점이 이동하는 것을 확인하였다. 본 연구는 각도 측정을 요하는 다양한 분야에서 활용될 수 있는 측정 기술에 기반이 될 것으로 판단된다.

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A Performance Comparison of On-Demand Routing Protocols for Application Services in MANET (MANET에서 응용 서비스 데이터 유형에 따른 요구기반 라우팅 프로토콜의 성능비교)

  • Jang Jun-Young;Lee Kil-Sup;Lee Sung Jong
    • The KIPS Transactions:PartC
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    • v.11C no.7 s.96
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    • pp.871-878
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    • 2004
  • Recenty, there has been great interest in MANET from various areas. In this paper we focus on performance analysis of on demand routing protocols surf as DSR, AODV, and TORA in MANET. We have conducted several simulations concerned with application service data such as sensor, text. voice, and video data. And then, we have evaluated the performance of three protocols in a pre-designed ad hoc network, which is consisted of 20 nodes. As a result, we have obtained quantitative data for packet delivery fraction, average end to-end delay, routing load, channel utilization from upper layer and supportable routing protocol for application service data. The results can be used for designing specific-purposed ad-hoc networks.

The Trend and The Issues of Domestic Studies in Relation to Science Teaching-Learning Methods (과학 교수 학습 방법에 관한 국내 연구 동향 및 이슈)

  • Kang, Kyung Hee
    • Journal of Science Education
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    • v.34 no.1
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    • pp.23-32
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    • 2010
  • The purpose of this study was to analyze the trend of domestic studies related to science teaching-learning methods. We reviewed articles published according to year, method, subjects and topic. The methods reported commonly in science education books were extracted. Experiment, cooperative learning, and discussion were methods which had been researched widely. Experimental study of them was utilized most. And next content analysis, survey, and case study were utilized much. The most object of experimental study was middle school students. These reviewed papers showed effects which were related to science achievement, attitude, inquiry ability and self-efficacy. As a result of this study we should research to apply and develop science teaching-learning methods variously. We ought to enlarge research direction to analyze context which applies science teaching-learning methods to educational field by qualitative study. We should try to study effects of teaching-learning methods longitudinally and latitudinally.

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A Study of Assessing the Multiple Aspect Impacts of Rural Residents' Reactions to the Mega-Events (대형(大型)이벤트 개최(開催)에 따른 농(農)·산촌(山村) 지역주민(地域住民)의 다측면적(多側面的) 영향평가(影響評價)에 관(關)한 연구(硏究))

  • Lee, Ju-Hee;Han, Sang-Yoel
    • Journal of Korean Society of Forest Science
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    • v.88 no.1
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    • pp.55-62
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    • 1999
  • Successful hosting of mesa-events such as the universiade games usually brings many external changes such as more domestic and foreign travelers, image improvement of the host country and region as well as promotion of the local economy through improving the infrastructure for the contest. This longitudinal study analyzed the effects of the winter universiade games, which were held at Muju in 1997, on the hosting rural area, based upon a multidimensional study. As a result, the inhabitants sensed that hosting the winter universiade games had large-scale investment effects on both the tourism industry and the regional development. On the other hand, hosting this kind of event was not quite successful in terms of activating the local economy, and the environment of Togyusan National Park was harmed.

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Deployment and Performance Analysis of Data Transfer Node Cluster for HPC Environment (HPC 환경을 위한 데이터 전송 노드 클러스터 구축 및 성능분석)

  • Hong, Wontaek;An, Dosik;Lee, Jaekook;Moon, Jeonghoon;Seok, Woojin
    • KIPS Transactions on Computer and Communication Systems
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    • v.9 no.9
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    • pp.197-206
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    • 2020
  • Collaborative research in science applications based on HPC service needs rapid transfers of massive data between research colleagues over wide area network. With regard to this requirement, researches on enhancing data transfer performance between major superfacilities in the U.S. have been conducted recently. In this paper, we deploy multiple data transfer nodes(DTNs) over high-speed science networks in order to move rapidly large amounts of data in the parallel filesystem of KISTI's Nurion supercomputer, and perform transfer experiments between endpoints with approximately 130ms round trip time. We have shown the results of transfer throughput in different size file sets and compared them. In addition, it has been confirmed that the DTN cluster with three nodes can provide about 1.8 and 2.7 times higher transfer throughput than a single node in two types of concurrency and parallelism settings.

A Time Comparison Measurement Technique for eLoran Receivers (시각비교를 위한 eLoran 수신기 지연측정 기술)

  • Lee, Chang-Bok;Lee, Jong-Koo;Lee, Young-Kyu;Hwang, Sang-wook;Yang, Sung-Hoon
    • Journal of Navigation and Port Research
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    • v.40 no.6
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    • pp.385-390
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    • 2016
  • ELoran Systems can provide Position, Navigation, and Time services with comparable performance to Global Positioning Systems (GPS) as a back up or alternative system. High timing and navigation performance can be achieved by eLoran signals because eLoran receivers use "all-in-view" reception. This incorporates Time of Arrival (TOA) signals from all stations in the service range because each eLoran station is synchronized to Coordinated Universal Time (UTC). Transmission station information and the differential Loran correction data are transmitted via an additional Loran Data Channel (LDC) on the transmitted eLoran signal such that eLoran provides improved Position Navigation and Timing (PNT) over legacy Loran. In this paper, we propose a technique for adapting the delay time compensation values in eLoran timing receivers to provide precise time comparison. For this purpose, we have designed a system that measures time delay from the crossing point of the third cycle extracted from the current transformer at the end point of the transmitter. The receiver delay was measured by connecting an active H-field, an E-field and a passive loop antenna to a commercial eLoran timing receiver. The common-view time transfer technique using the calibrated eLoran timing receiver improved the eLoran transfer time. A eLoran timing receiver calibrated by this method can be utilized in the field for precise time comparison as a GNSS backup.