• 제목/요약/키워드: Multi Level Analysis

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ISO/IEC 18000-7 433MHz 능동형 RFID 시스템 기반의 인식거리 향상을 위한 멀티홉 릴레이 시스템 (ISO/IEC 18000-7 433MHz Active RFID System-based on Multi-hop Relay System for Coverage Extension)

  • 홍성현;송인찬;장홍;장경희;신동범;이형섭
    • 한국통신학회논문지
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    • 제34권5A호
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    • pp.372-380
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    • 2009
  • 본 논문에서는 능동형 RFID 시스템인 ISO/IEC 18000-7 및 ISO/IEC 18000-4 시스템에 대하여 살펴보고, 능동형 RFID 태그로 구성된 센서 네트워크에서 인식거리 향상을 위해 능동형 RFID 릴레이 태그를 사용하는 RFID 멀티홉 릴레이 시스템을 제안한다. 기존 ISO/IEC 18000-7 시스템과 제안된 RFID 멀티홉 릴레이 시스템의 성능평가를 위하여 Sensitivity에 의한 인식거리 및 시스템 효율과 같은 항목을 새롭게 정의하며, MCL (Minimum Coupling Loss) 분석과 SLS(System Level Simulation) 분석을 통해 제안된 시스템의 성능을 비교 및 분석한다.

대도시 거주자들의 주거불안정 영향요인에 관한 다층분석 (A Multi-Level Analysis of Influential Factors of Residents' Housing Instability in Korean Metropolitan Environments)

  • 이민주
    • 지역연구
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    • 제36권4호
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    • pp.57-67
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    • 2020
  • 최근 대도시를 중심으로 주택가격의 급격한 상승에 따라 서민들의 주거안정도 크게 위협받고 있다. 본 연구는 대도시 거주자들의 주거불안정성에 주목하여 이에 영향을 미치는 요인을 분석하였다. 특히, 기존의 선행연구들이 주거비부담능력이 낮은 가구들의 주거불안 경험과 이에 따른 그들의 삶의 변화를 보여주는 데 주목해온 것과 달리, 본 연구에서는 거주지역의 공간적 개방성, 커뮤니티 특성 등 지역특성이 거주자들의 주거불안 경험을 완화 또는 심화시킬 수 있다는 점에 주목하여 이에 대한 영향력을 실증분석하였다. 대도시 거주자들의 주거불안정 영향요인을 분석하기 위한 자료로 2017년도 주거실태조사를 활용하여 다층로짓모형(Multi-level Logistic Model)을 통해 분석하였다. 분석 결과는 가구의 주거비 부담능력과 같은 가구특성뿐만 아니라 주택 재고, 저렴한 주택 가격, 사회적 관계망 등 지역 특성의 영향력 또한 확인하였다. 이러한 결과는 지역의 공간적 포용성 증진이 주민들의 주거불안정을 완화하는 데 긍정적인 영향을 미칠 것임을 시사한다. 논의를 바탕으로 본 연구는 주거불안정을 도시정책 차원에서 주목하고, 이를 완화해나가기 위한 정책적 노력이 필요함을 제안한다.

사출성형 해석과 선호함수법에 기초한 자동차 TCU 커넥터 커버의 금형 레이아웃 및 보압의 최적 설계 (Optimal Design of Mold Layout and Packing Pressure for Automobile TCU Connector Cover Based on Injection Molding Analysis and Desirability Function Method)

  • 박종천;유만준
    • 한국기계가공학회지
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    • 제19권9호
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    • pp.1-8
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    • 2020
  • In this study, the optimal design of the multi-cavity mold layout and packing pressure for the automobile TCU connector cover is determined based on the injection molding analysis and the desirability function method for multi-characteristic optimization. The design characteristics to be optimized are the warpage and sink marks of the product, the scrap of the feed system, and the clamping force. The optimal design is determined by performing injection molding analysis and desirability analysis for design alternatives defined by a complete combination of five mold layouts and six-level packing pressure. The optimal design shows that the desirability values for individual characteristics are quite high and balanced, and the resulting values of individual characteristics are satisfactorily low.

A Hybrid Approach Based on Multi-Criteria Satisfaction Analysis (MUSA) and a Network Data Envelopment Analysis (NDEA) to Evaluate Efficiency of Customer Services in Bank Branches

  • Khalili-Damghani, Kaveh;Taghavi-Fard, Mohammad;Karbaschi, Kiaras
    • Industrial Engineering and Management Systems
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    • 제14권4호
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    • pp.347-371
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    • 2015
  • A hybrid procedure based on multi-Criteria Satisfaction Analysis (MUSA) and a Network Data Envelopment Analysis (NDEA) is proposed to evaluate the relative efficiency of customer services in bank branches. First, a three-stage process including sub-processes such as customer expectations, customer satisfaction, and customer loyalty, is defined to model the banking customer services. Then, fulfillment of customer expectations, customer loyalty level, and the customer satisfaction degree are measured and quantified through a multi-dimensional questionnaire based on customers' perceptions analysis and MUSA method, respectively. The customer services scores and the other criteria such as mean of employee evaluation score, operation costs, assets, deposits, loans, number of accounts are considered in network three-stage DEA model. The proposed NDEA model is formed based on multipliers perspective, output-oriented, and constant return to scale assumptions. The proposed NDEA model quantifies and assesses the total efficiency of main process and assigns the efficiency to customer expectations, customer satisfactions, and customer loyalties sub-processes in bank branches. The whole procedure is applied on 30 bank branches in IRAN. The proposed approach can be used in other organizations such as airports, airline agencies, urban transportation systems, railway organizations, chain stores, chain restaurants, public libraries, and entertainment centers.

움직임 추정오차의 예측을 이용한 고속 움직임 추정 방법 (A fast motion estimation method prediction of motion estimation error)

  • 강현수
    • 한국통신학회논문지
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    • 제29권9C호
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    • pp.1323-1329
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    • 2004
  • 본 논문은 고속 전역탐색법 중의 하나인 MSEA(multi level successive elimination algorithm)를 개선한 방식으로서, MSEA의 단계에 따른 norm의 계산 결과를 이용하여 최종 단계의 SAD를 예측함으로써 더 이상의 단계를 수행할 필요가 없다고 판단되는 단계의 계산을 생략함으로써 계산 량을 감소시키는 방법을 제안한다. 각 단계별 SAD의 예측을 위해 norm에 대한 이론적 분석이 이루어지며 실험을 통해 분석내용을 검증하고, 이를 바탕으로 새로운 알고리즘을 제안하고 실험을 통해 제안된 알고리즘의 성능을 평가한다.

An Effective Threat Evaluation Algorithm for Multiple Ground Targets in Multi-target and Multi-weapon Environments

  • Yoon, Moonhyung;Park, Junho;Yi, Jeonghoon
    • International Journal of Contents
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    • 제15권1호
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    • pp.32-38
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    • 2019
  • In an environment where a large number of weapons are operated compared to a large number of ground targets, it is important to monitor and manage the targets to set up a fire plan, and through their multilateral analysis, to equip them with a priority order process for targets having a high threat level through the quantitative calculation of the threat level. Existing studies consider the anti-aircraft and anti-ship targets only, hence, it is impossible to apply the existing algorithm to ground weapon system development. Therefore, we proposed an effective threat evaluation algorithm for multiple ground targets in multi-target and multi-weapon environments. Our algorithm optimizes to multiple ground targets by use of unique ground target features such as proximity degree, sorts of weapons and protected assets, target types, relative importance of the weapons and protected assets, etc. Therefore, it is possible to maximize an engagement effect by deducing an effective threat evaluation model by considering the characteristics of ground targets comprehensively. We carried out performance evaluation and verification through simulations and visualizations, and confirmed high utility and effect of our algorithm.

HVDC 적용을 위한 MMC 기반 Back-to-Back 컨버터의 스위칭레벨 동작분석 (Switching-Level Operation Analysis of MMC-based Back-to-Back Converter for HVDC Application)

  • 홍정원;정종규;유승환;최종윤;한병문
    • 전기학회논문지
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    • 제62권9호
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    • pp.1240-1248
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    • 2013
  • This paper describes a switching-level operation analysis of BTB(Back-To-Back) converter for HVDC(high voltage DC) application based on MMC(modular multi-level converter). A switching-level operation analysis for BTB converter is very important to understand the converter operation in detail and check the voltage and current transients in each components. However, the development of switching-level simulation model for the actual size BTB Converter is very difficult because the MMC normally has more than 150 sub-modules for each arm. So, a switching level simulation model for the 11-level MMC-based BTB converter was developed with PSCAD/EMTDC software, which has 12 sub-modules for the positive arm and another 12 sub-modules for the negative arm. The DC-voltage balance algorithm, the circulating-current reduction algorithm, the harmonic reduction algorithm, and the redundancy operation algorithm were included in this simulation model. The developed simulation model can be utilized to analyze the MMC-based BTB converter for HVDC application in switching level and to develop the protection scheme for the MMC-based BTB converter for HVDC application.

인체 유래 환경유해물질 노출에 따른 멀티 오믹스 데이터 통합 분석 가시화 시스템 (Visualization for Integrated Analysis of Multi-Omics Data by Harmful Substances Exposed to Human)

  • 신가희;홍지만;박서우;강병철;이봉문
    • 한국멀티미디어학회논문지
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    • 제25권2호
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    • pp.363-373
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    • 2022
  • Multi-omics data is difficult to interpret due to the heterogeneity of information by the volume of data, the complexity of characteristics of each data, and the diversity of omics platforms. There is not yet a system for interpreting to visualize research data on environmental diseases concerning environmental harmful substances. We provide MEE, a web-based visualization tool, to comprehensively explore the complexity of data due to the interconnected characteristics of high-dimensional data sets according to exposure to various environmental harmful substances. MEE visualizes omics data of correlation between omics data, subjects and samples by keyword searches of meta data, multi-omics data, and harmful substances. MEE has been demonstrated the versatility by two examples. We confirmed the correlation between smoking and asthma with RNA-seq and Methylation-Chip data, it was visualized that genes (P HACTR3, PXDN, QZMB, SOCS3 etc.) significantly related to autoimmune or inflammatory diseases. To visualize the correlation between atopic dermatitis and heavy metals, we selected 32 genes related immune response by integrated analysis of multi-omics data. However, it did not show a significant correlation between mercury in blood and atopic dermatitis. In the future, should continuously collect an appropriate level of multi-omics data in MEE system, will obtain data to analyze environmental substances and diseases.

지역사회의 환경적 특성이 개인의 음주문제에 미치는 영향에 관한 다수준분석 (Effects of the Community Environmental Characteristics on Drinking Problems of Adults: A Multilevel Analysis)

  • 김광기;제갈정;권용미;박민수
    • 보건교육건강증진학회지
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    • 제29권5호
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    • pp.103-113
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    • 2012
  • Objectives: This study aims to identify the effects of environmental characteristics of the community on adults' drinking problems with held constant effects of characteristics of drinkers themselves. Methods: A multi-level regression analysis was employed to differentiate the variances accounted for by measurements both at individual and group levels. Data on individual demographic, behavioral, and mental health status were obtained from the Community Health Survey conducted in 2009 in the province of Kyunggido, which include 41,376 respondents aged 19 and over. This study included 28,335 adults who were classified as drinkers. They were from 45 communities(si, gun, or gu) for which data on contextual characteristics were collected by secondary data available on local government websites and KOSIS(Korea Statistical Information System). Results: Multi-level analyses showed that the variance of the dependent variable, harmful use of alcohol measured by alcohol use disorder identification test was independently accounted for by variance of independent variables at group level, including number of on-premises alcohol outlet per inhabitant and divorce rate, with held other independent variables of the model controlled. Conclusions: This study confirms that in order to prevent and reduce harms caused by harmful use of alcohol requires restricting physical availability of alcohol in the community where the drinker lives.

Trends and Costs of External Electrical Bone Stimulators and Grafting Materials in Anterior Lumbar Interbody Fusion

  • D'Oro, Anthony;Buser, Zorica;Brodke, Darrel Scott;Park, Jong-Beom;Yoon, Sangwook Tim;Youssef, Jim Aimen;Meisel, Hans-Joerg;Radcliff, Kristen Emmanuel;Hsieh, Patrick;Wang, Jeffrey Chun
    • Asian Spine Journal
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    • 제12권6호
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    • pp.973-980
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    • 2018
  • Study Design: Retrospective review. Purpose: To identify the trends in stimulator use, pair those trends with various grafting materials, and determine the influence of stimulators on the risk of revision surgery. Overview of Literature: A large number of studies has reported beneficial effects of electromagnetic energy in healing long bone fractures. However, there are few clinical studies regarding the use of electrical stimulators in spinal fusion. Methods: We used insurance billing codes to identify patients with lumbar disc degeneration who underwent anterior lumbar interbody fusion (ALIF). Comparisons between patients who did and did not receive electrical stimulators following surgery were performed using logistic regression analysis, chi-square test, and odds ratio (OR) analysis. Results: Approximately 19% of the patients (495/2,613) received external stimulators following ALIF surgery. There was a slight increase in stimulator use from 2008 to 2014 (multi-level $R^2=0.08$, single-level $R^2=0.05$). Patients who underwent multi-level procedures were more likely to receive stimulators than patients who underwent single-level procedures (p<0.05; OR, 3.72; 95% confidence interval, 3.02-4.57). Grafting options associated with most frequent stimulator use were bone marrow aspirates (BMA) plus autograft or allograft for single-level and allograft alone for multi-level procedures. In both cohorts, patients treated with bone morphogenetic proteins were least likely to receive electrical stimulators (p<0.05). Patients who received stimulation generally had higher reimbursements. Concurrent posterior lumbar fusion (PLF) (ALIF+PLF) increased the likelihood of receiving stimulators (p<0.05). Patients who received electrical stimulators had similar revision rates as those who did not receive stimulation (p>0.05), except those in the multilevel ALIF+PLF cohort, wherein the patients who underwent stimulation had higher rates of revision surgery. Conclusions: Concurrent PLF or multi-level procedures increased patients' likelihood of receiving stimulators, however, the presence of comorbidities did not. Patients who received BMA plus autograft or allograft were more likely to receive stimulation. Patients with and without bone stimulators had similar rates of revision surgery.