• 제목/요약/키워드: data-independent acquisition

검색결과 70건 처리시간 0.022초

자기통제 결과지식이 편마비 환자의 균형능력에 미치는 영향 (The Effects of Self-Controlled Learning on Balance in Hemiplegics)

  • 윤정규;김명훈;육동원
    • 한국전문물리치료학회지
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    • 제12권1호
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    • pp.36-44
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    • 2005
  • The purpose of this study was to examine the effects of self-controlled learning using the (KR) feedback schedule versus the yoked KR on the acquisition and retention of balance training for individuals with hemiplegics. Sixteen hemiplegics were randomly assigned to either a self-controlled or yoked KR group. All subjects were ambulatory with or without an assistive device. The self-controlled group was provided with feedback whenever they requested it, whereas the yoked group had no influence on the feedback schedule. All subjects performed 10 acquisition trials and 10 retention trials the day after acquisition. The data were analyzed using an independent t-test and a Mann-Whitney U test. Participants in the self-controlled group achieved significantly more effective learning than the yoked group during the acquisition and retention test except anterior/posterior (AP) body sway. These results suggest that a feedback schedule which is controlled by the individuals with hemiplegics may be more effective in balancing training than a yoked KR which is not controlled by the subject.

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무인자율주행차량의 시스템 아키텍쳐 및 통신 프로토콜 설계 (Development of System Architecture and Communication Protocol for Unmanned Ground Vehicle)

  • 문희창;우훈제;김정하
    • 제어로봇시스템학회논문지
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    • 제14권9호
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    • pp.873-880
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    • 2008
  • This paper deals with the peer-to-peer data communication to connect each distributed levels of developed unmanned system according to the JAUS. The JAUS is to support the acquisition of unmanned system by providing a mechanism for reducing system life-cycle costs. Each of distributed levels of the JAUS protocol divides into a system, some of subsystems, nodes and components/instances, each of which may be independent or interdependence. We have to distribute each of the levels because high performance is supported in order to create several sub-processor computing data in one processor with high CPU speed performance. To complement such disadvantage, we must think the concept that a distributed processing agrees with separating each of levels from the JAUS protocol. Therefore, each of distributed independent levels send data to another level and then it has to be able to process the received data in other levels. So, peer-to-peer communication has to control a data flow of distributed levels. In this research, we explain each of levels of the JAUS and peer-to-peer communication structure among the levels using our developed unmanned ground vehicle.

국방획득체계와 연계한 국방 인공지능(AI) 체계 시험평가 방안 (Test and Evaluation Procedures of Defense AI System linked to the ROK Defense Acquisition System)

  • 이용복;최민우;이민호
    • 산업경영시스템학회지
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    • 제46권4호
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    • pp.229-237
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    • 2023
  • In this research, a new Test and Evaluation (T&E) procedure for defense AI systems is proposed to fill the existing gap in established methodologies. This proposed concept incorporates a data-based performance evaluation, allowing for independent assessment of AI model efficacy. It then follows with an on-site T&E using the actual AI system. The performance evaluation approach adopts the project promotion framework from the defense acquisition system, outlining 10 steps for R&D projects and 9 steps for procurement projects. This procedure was crafted after examining AI system testing standards and guidelines from both domestic and international civilian sectors. The validity of each step in the procedure was confirmed using real-world data. This study's findings aim to offer insightful guidance in defense T&E, particularly in developing robust T&E procedures for defense AI systems.

An Abnormal Breakpoint Data Positioning Method of Wireless Sensor Network Based on Signal Reconstruction

  • Zhijie Liu
    • Journal of Information Processing Systems
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    • 제19권3호
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    • pp.377-384
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    • 2023
  • The existence of abnormal breakpoint data leads to poor channel balance in wireless sensor networks (WSN). To enhance the communication quality of WSNs, a method for positioning abnormal breakpoint data in WSNs on the basis of signal reconstruction is studied. The WSN signal is collected using compressed sensing theory; the common part of the associated data set is mined by exchanging common information among the cluster head nodes, and the independent parts are updated within each cluster head node. To solve the non-convergence problem in the distributed computing, the approximate term is introduced into the optimization objective function to make the sub-optimization problem strictly convex. And the decompressed sensing signal reconstruction problem is addressed by the alternating direction multiplier method to realize the distributed signal reconstruction of WSNs. Based on the reconstructed WSN signal, the abnormal breakpoint data is located according to the characteristic information of the cross-power spectrum. The proposed method can accurately acquire and reconstruct the signal, reduce the bit error rate during signal transmission, and enhance the communication quality of the experimental object.

Changes in Protein Phosphorylation during Salivary Gland Degeneration in Haemaphysalis longicornis

  • Xiao, Qi;Hu, Yuhong;Yang, Xiaohong;Tang, Jianna;Wang, Xiaoshuang;Xue, Xiaomin;Li, Mengxue;Wang, Minjing;Zhao, Yinan;Liu, Jingze;Wang, Hui
    • Parasites, Hosts and Diseases
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    • 제58권2호
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    • pp.161-171
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    • 2020
  • The ticks feed large amount of blood from their hosts and transmit pathogens to the victims. The salivary gland plays an important role in the blood feeding. When the female ticks are near engorgement, the salivary gland gradually loses its functions and begins to rapidly degenerate. In this study, data-independent acquisition quantitative proteomics was used to study changes in the phosphorylation modification of proteins during salivary gland degeneration in Haemaphysalis longicornis. In this quantitative study, 400 phosphorylated proteins and 850 phosphorylation modification sites were identified. Trough RNA interference experiments, we found that among the proteins with changes in phosphorylation, apoptosis-promoting Hippo protein played a role in salivary gland degeneration.

정보보호 공시 데이터를 이용한 정보보호 관리체계 인증과 조직의 특성 분석 (Analysis on ISMS Certification and Organizational Characteristics based on Information Security Disclosure Data)

  • 김선주;김태성
    • 경영정보학연구
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    • 제25권4호
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    • pp.205-231
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    • 2023
  • 정보보호 관리체계(Information Security Management System, ISMS)는 정보 자산의 기밀을 유지하고 결함이 없게 하며 언제든 사용할 수 있게 하는 보호 절차와 과정이고, 국내의 ISMS-P와 국외의 ISO/IEC 27001이 가장 대표적인 ISMS 인증제도이다. 본 논문에서는 ISMS 인증과 조직의 특성과의 관계를 파악하기 위해서 한국인터넷진흥원(KISA), 과학기술정보통신부 전자공시시스템(ISDS), 금융감독원 전자공시시스템(DART)로부터 데이터를 수집하고, Probit 회귀 분석을 실시하였다. Probit 분석 시 ISMS-P 취득여부, ISO/IEC 27001 취득여부, ISMS-P와 ISO/IEC 27001 모두 취득여부의 세 가지 경우에 대해 독립변수 4개와의 관련성을 확인하였다. 분석 결과, ISMS-P, ISO/IEC 27001 모두 취득한 기업은 총 임직원 수와는 양의 상관관계, 업력과는 음의 상관관계가 있음을 알 수 있었다. 이외에도 ISMS-P 인증제도와 정보보호 공시제도의 개선방향에 대해서도 확인할 수 있었다.

Accelerated Resting-State Functional Magnetic Resonance Imaging Using Multiband Echo-Planar Imaging with Controlled Aliasing

  • Seo, Hyung Suk;Jang, Kyung Eun;Wang, Dingxin;Kim, In Seong;Chang, Yongmin
    • Investigative Magnetic Resonance Imaging
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    • 제21권4호
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    • pp.223-232
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    • 2017
  • Purpose: To report the use of multiband accelerated echo-planar imaging (EPI) for resting-state functional MRI (rs-fMRI) to achieve rapid high temporal resolution at 3T compared to conventional EPI. Materials and Methods: rs-fMRI data were acquired from 20 healthy right-handed volunteers by using three methods: conventional single-band gradient-echo EPI acquisition (Data 1), multiband gradient-echo EPI acquisition with 240 volumes (Data 2) and 480 volumes (Data 3). Temporal signal-to-noise ratio (tSNR) maps were obtained by dividing the mean of the time course of each voxel by its temporal standard deviation. The resting-state sensorimotor network (SMN) and default mode network (DMN) were estimated using independent component analysis (ICA) and a seed-based method. One-way analysis of variance (ANOVA) was performed between the tSNR map, SMN, and DMN from the three data sets for between-group analysis. P < 0.05 with a family-wise error (FWE) correction for multiple comparisons was considered statistically significant. Results: One-way ANOVA and post-hoc two-sample t-tests showed that the tSNR was higher in Data 1 than Data 2 and 3 in white matter structures such as the striatum and medial and superior longitudinal fasciculus. One-way ANOVA revealed no differences in SMN or DMN across the three data sets. Conclusion: Within the adapted metrics estimated under specific imaging conditions employed in this study, multiband accelerated EPI, which substantially reduced scan times, provides the same quality image of functional connectivity as rs-fMRI by using conventional EPI at 3T. Under employed imaging conditions, this technique shows strong potential for clinical acceptance and translation of rs-fMRI protocols with potential advantages in spatial and/or temporal resolution. However, further study is warranted to evaluate whether the current findings can be generalized in diverse settings.

이동전화번호이동제도에 따른 가입자 전환 실증분석 (Empirical Analysis on Subscriber Churning in Mobile Number Portability System)

  • 김호;박윤서;전덕빈
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2007년도 추계학술대회 및 정기총회
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    • pp.341-356
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    • 2007
  • 본 연구는 우리나라 이동전화고객의 서비스 전환(번호이동)에 영향을 미치는 요인에 대한 실증 분석을 다루고 있다. 실증 분석을 위해서 본 연구에서는 이동전화 번호이동제가 도입된 2004년 1사분기부터 2007년 2사분기까지 총 14개 분기의 시계열 자료를 활용하였다. 종속변수로는 이동통신 3사의 분기별 번호이동자수를 이용하였으며 설명변수로는 이동통신사의 가입자 유치비용 및 전환비용과 더불어 수요특성을 감안한 대기수요효과, 추세효과, 구조변화효과 등을 고려하였다 분석 결과 각 사업자별 번호이동 유입자수에 영향을 미치는 요인이 상이함을 확인할 수 있었다 구체적으로 SKT로 이동해오는 고객 수는 SKT의 가입자 유치비용, KTF에서 오는 대기수요 등이 유의한 영향을 미치는 것으로 나타났으며, KTF로 이동해오는 고객 수는 번호이동고객이 느끼는 전환비용, SKT로부터의 대기수요 등의 영향을 받는 것으로 나타났다. LGT에는 LGT의 유치비용과 추세의 영향을 크게 받는 것으로 나타났다.

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Development of Insulation Degradation Diagnosis System for Electrical Plant

  • Kim, Yi-Gon
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제2권1호
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    • pp.33-37
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    • 2002
  • Insulation aging diagnosis system provides early warning regarding electrical equipment defects. Early warning is very important in that it can avoid great losses resulting from unexpected shutdown of the production line. Since relations of insulation aging and partial discharge dynamics are non-linear. it is very difficult to provide early warning in an electrical equipment. In this paper, we propose the design method of insulation aging diagnosis system that use a electromagnetic wave and acoustic signal to diagnose an electrical equipment. Proposed system measures the partial discharge on-line from DAS(Data Acquisition System and acquires 2D patterns from analyzing it. For filtering the noise contained in sensor signals we used ICA algorithms. Using this data, we design of the neuro-fuzzy model that diagnoses an electrical equipment and is investigated in this paper. Validity of the new method is asserted by numerical simulation.

고속 동기 처리를 위한 Binary CDMA 시스템 코릴레이터 설계에 관한 연구 (A Study on Binary CDMA System Correlator Design for High-Speed Acquisition Processing)

  • 이선근;정우열
    • 한국컴퓨터정보학회논문지
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    • 제12권1호
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    • pp.155-160
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    • 2007
  • 고속 데이터 전송에 적합한 Multi-Code CDMA 시스템은 출력이 Multi-Level이 됨으로써 출력신호의 복잡성과 출력단에 선형적인 증폭기를 사용하므로 고가, 고복잡성 등의 단점을 가진다. 이러한 단점을 보완하고자 기존 CDMA 기술에 기반을 둔 Binary CDMA 기술이 제안되었다. Binary CDMA 시스템에서 고속 데이터 연산 시 병목현상이 발생되는 코릴레이터는 동기획득시 매우 중요한 파라미터이다. 기존의 코릴레이터는 전력소모가 작다는 장점이 있지만 코릴레이션의 값을 얻기 위해 여러단의 가산을 거쳐야 하므로 연산량이 많아 처리 속도가 낮은 단점을 가지고 있다. 그러므로 본 논문은 Binary CDMA 시스템에서 고속의 데이터를 처리할 수 있으며 데이터 량이 증가하더라도 칩 면적이 독립적이며 전력소모가 일정한 구조를 가지는 코릴레이터를 제안하였다.

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