• Title/Summary/Keyword: 훈련개선

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A study of Landcover Classification Methods Using Airborne Digital Ortho Imagery in Stream Corridor (고해상도 수치항공정사영상기반 하천토지피복지도 제작을 위한 분류기법 연구)

  • Kim, Young-Jin;Cha, Su-Young;Cho, Yong-Hyeon
    • Korean Journal of Remote Sensing
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    • v.30 no.2
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    • pp.207-218
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    • 2014
  • The information on the land cover along stream corridor is important for stream restoration and maintenance activities. This study aims to review the different classification methods for mapping the status of stream corridors in Seom River using airborne RGB and CIR digital ortho imagery with a ground pixel resolution of 0.2m. The maximum likelihood classification, minimum distance classification, parallelepiped classification, mahalanobis distance classification algorithms were performed with regard to the improvement methods, the skewed data for training classifiers and filtering technique. From these results follows that, in aerial image classification, Maximum likelihood classification gave results the highest classification accuracy and the CIR image showed comparatively high precision.

Adaptive Hybrid Beamformer Suitable for Fast Fading (고속 페이딩에 적합한 적응 하이브리드 빔형성기)

  • Ahn Jang Hwan;Han Dong Seog
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.42 no.2 s.332
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    • pp.49-59
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    • 2005
  • An adaptive hybrid beamformer is proposed to improve the reception performance of the advanced television system committee (ATSC) digital television (DTV) in a mobile environment. Dynamic multipaths and Doppler shifts severely degrade the reception performance of the ATSC DTV receiver. Accordingly, a hybrid beamformer, called a Capon and least mean square (CLMS) beamformer, is presented that uses direction of arrival (DOA) information and the least mean square (LMS) beamforming algorithm. The proposed CLMS algerian efficiently removes dynamic multipaths and compensates for the phase distortion caused by Doppler shifts in mobile receivers. After the CLMS beamformer is operated, the subsequent use of an equalizer removes any residual multipath effects, thereby significantly improving the performance of DTV receivers. The performances of the proposed CLMS, Capon, and LMS beamformersare compared based on computer simulations. In addition, the overall performance of the CLMS beamformer followed by an equalizer is also considered.

Heart Sound Recognition using Principal Components Analysis (주성분 분석 기법을 이용한 심음 인식)

  • Lee, Sang-Min;Hong, Seung-Hong
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.38 no.5
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    • pp.59-69
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    • 2001
  • Recently many researches concerning heart sound analysis are being processed with development of digital signal processing and electronic components. But there are few researches about recognition of heart sound, especially full cardiac cycled heart sound, In this paper, a new recognition methods about. full cardiac cycled heart sound was proposed. For the first, the database was built by principal components analysis on training heart sound set. This database is used to recognize new input of heart sound, Ilear sounds were classified into seven classes such as normal(NO) class, pre-systolic murmurr(PS) class, early systolic murmur(ES) class, late systolic murmurr(LS) class, early diastolic murmur(EI) class, late diastolic murmur(LD) class and continuous murmuru(CM) class. As a result, we could verify that our new method has better efficiencies for the recognition the characteristics of heart sound than any precedent research. The maximum recognition rates of the new method are 71% for NO, 80% for PS and ES, 78% for LS, 87% for ED, 60% for LD and 20% for CM. Although the present results aren't practically sufficient to use our new method in recognizing heart sound, the importance of this paper is for recognition of heart sound within full cardiac cycle. We can get a better result by building a more efficient database.

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The Effect of Swimming and Minocycline on Motor Function and Expression of Bcl-2 after Spinal Cord Injury in the Rats (미노싸이클린과 수영훈련이 척수손상 흰쥐의 운동기능 및 Bcl-2발현에 미치는 영향)

  • Ha, Mi-Sook;Ha, Bae-Jin
    • Journal of Life Science
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    • v.19 no.10
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    • pp.1489-1494
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    • 2009
  • This study was designed to investigate the effects of swimming and minocycline on motor function recovery and Bcl-2 expression after spinal cord injury (SCI) in rats. After operation, neurological motor behavior test (BBB scale) on days 1, 4, 7, 10, and 14 were tested. Western blot and immunohistochemical assessment (Bcl-2) were performed on day 14. BBB scale started to show a statistically significant difference on day 7 (p<0.05). On day 14, it showed the most significant (p<0.05) difference. Expression of Bcl-2 increased in all the experimental groups. In particular, the highest expression of Bcl-2 appeared in the swimming and minocycline groups. Based on these results, minocycline and swimming were the most effective factors in the motor behavior function and immunohistochemical assessment of SCI rats.

A Case Study of Job-Shadowing Internship Program for Information Specialists (전문가양성을 위한 직무관찰식 인턴쉽 시행연구 - 문헌정보학 전공사례 -)

  • Yoo, Sa-Rah
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.23 no.1
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    • pp.113-129
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    • 2012
  • This study focuses on two analysis: direct cognition of effectiveness of internship practicum, difference of career attitude maturity. The purpose of this experimental case study is to find out the practical problems of Internship education as a field-study of LIS by applying Job-Shadowing Internship methods. The results reveal that 71% of interns responded the positive effects of Job-Shadowing, but the effects to the career attitude maturity was not statistically significant. The implications of the case study are as follows; (1) systematic pre-instruction and orientation from the department are the critical factor of internship, (2) practicum guidelines(PEP), which is provided by the person in charge of tasks in internship institutions is the another important factor, and finally, (3) tools for measuring the effectiveness of internship is required for LIS practicum major course development.

Analysis on sEMG Signals of Contents Using Finger Tapping Device (Finger Tapping 기기를 활용한 콘텐츠의 sEMG 신호 분석)

  • Han, Sang-bae;Byeon, Sang-kyu;Kim, Jae-hoon;Shin, Sung-Wook;Chung, Sung-taek
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.19 no.6
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    • pp.153-160
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    • 2019
  • In this paper, we would like to support anyone who can rehabilitate conveniently and happily by implementing rehabilitation device and game contents that can improve the motor ability of fingers. So we developed a Finger Tapping Device that can measure finger-regulation ability, accuracy, and agility and implemented tracking, visual response, finger-regulation on game contents by utilizing this device. The verification of usability was confirmed by analyzing sEMG signals during the execution of three types of game contents after attaching sEMG to the flexor digitorum poundus, which is most involved in finger movement. As a result of the experiment, activation of the flexor digitorum poundus was performed during execution of every game contents. Furthermore, we confirmed that there is a difference in agility by measuring the reaction time for each finger according to the visual response.

Multimodal Biological Signal Analysis System Based on USN Sensing System (USN 센싱 시스템에 기초한 다중 생체신호 분석 시스템)

  • Noh, Jin-Soo;Song, Byoung-Go;Bae, Sang-Hyun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.5
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    • pp.1008-1013
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    • 2009
  • In this paper, we proposed the biological signal (body heat, pulse, breathe rate, and blood pressure) analysis system using wireless sensor. In order to analyze, we designed a back-propagation neural network system using expert group system. The proposed system is consist of hardware patt such as UStar-2400 ISP and Wireless sensor and software part such as Knowledge Base module, Inference Engine module and User Interface module which is inserted in Host PC. To improve the accuracy of the system, we implement a FEC (Forward Error Correction) block. For conducting simulation, we chose 100 data sets from Knowledge Base module to train the neural network. As a result, we obtained about 95% accuracy using 128 data sets from Knowledge Base module and acquired about 85% accuracy which experiments 13 students using wireless sensor.

FEXT cancellation for high-speed local transmission over twisted pair wiring (동축 선로에서의 초고속 근거리 전송을 위한 FEXT 제거기)

  • 우정수;강규민;임기홍
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.8C
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    • pp.782-791
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    • 2002
  • This paper discusses a far-end crosstalk (FEXT) canceller for twisted-pair transmission. Many twisted-pair systems such as fiber-to-the-curb (FTTC), very high-speed digital subscriber line (VDSL), and high-speed LAN systems, use frequency-division duplexing (FDD) for duplex transmission. It is shown that the maximum reach of FDD twisted-pair system is limited by the performance of its upstream channel, which is located at higher frequencies than the downstream channel. In order to improve the performance of such FDD transceiver, FEXT cancellation is introduced for the channel at higher frequencies. A system arrangement and its blind start-up procedure are studied when the FEXT canceller and equalizer are jointly adapted to combat channel intersymbol interference (ISI), FEXT, and other additive noise. The initial convergence and the steady-state behavior of the proposed twisted-pair system without requiring transmission of an ideal training sequence are investigated. Measured characteristics as well as analytical model of the FEXT channel are used to estimate the time span needed for the FEXT canceller. It is also shown that the memory span for the FEXT canceller is almost independent of the channel, thus making our results useful for the twisted-pair system over all different channels.

An Improved Symbol Offset Estimation Technique in OFDM-based Wireless LANs (OFDM 기반 무선 LAN에서의 개선된 심볼옵셋 추정기법)

  • Jeon, Won-Gi;Cho, Yong-Soo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.1B
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    • pp.66-78
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    • 2002
  • In this paper, we propose a new symbol offset estimation technique for an orthogonal frequency-division multiplexing (OFDM)-based wireless LAN. When both inter-symbol interference (ISI) and inter-channel interference (ICI) do not exist in an OFDM symbol, symbol offsets cause circular shifts in the estimated channel impulse response (CIR) by the amount of symbol offset. Also, the power delay profile of a typical multipath wireless channel can be modeled by exponentially decaying function, and most energy of multipath channel is concentrated at the beginning part of the CIR. Based on these properties, the proposed symbol offset estimation technique estimates the CIR, which is circularly shifted by the amount of symbol offset, and then calculates the partial mean power from the estimated impulse response by using a moving window with a finite length. And, symbol offset can be estimated from the index of a moving window having the maximal partial mean power. The proposed technique can reduce noise effect in the process of the CIR estimation, and remove ISI and ICI using repetitive training symbol structure in time-domain for minimum training overhead. The performances of the proposed symbol offset estimation technique in typical indoor channels are demonstrated by computer simulation.

A Study on Models for Strengthening Infrastructure Protection through Analysis of Cyber Intrusions (침해사고 분석을 통한 기반시설 보호 강화 모델 연구)

  • Yoon, Oh Jun;Han, Bok Dong;Park, Jeong Keun;Seo, Hyung Jun;Shin, Yong Tae
    • Convergence Security Journal
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    • v.15 no.6_2
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    • pp.29-36
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    • 2015
  • The hacking threats made against the Korea Hydro & Nuclear Power(KNDP) and the leakage of critical information on nuclear power safety raised the public awareness on the importance of protecting and managing national infrastructure necessary for sustaining the state and society. Cyber security activities and relevant institutions in the ROK, however, are still insufficient, because of which there is a possibility that similar incidents would reoccur and cause serious damages. Hence, a grave and direct threat is posed to the national security of the ROK. In this thesis, I would like to give my analysis and assessment on the recent cyber intrusions against infrastructure at home and abroad, measures established in response and their implementation, and the deficiency of the existing infrastructure protection system ; and lastly propose measures to reinforce infrastructure protection of the ROK.