• 제목/요약/키워드: Self-adaptive

검색결과 571건 처리시간 0.025초

군 모바일 단말기를 위한 자가적응 소프트웨어 기반 MOSAIC 아키텍처 설계 및 검증 (A Design and Verification of MOSAIC Architecture Based on Self-Adaptive Software for the Military Mobile Equipment)

  • 김종영;윤희병
    • 한국군사과학기술학회지
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    • 제13권5호
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    • pp.852-860
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    • 2010
  • An environment in which the software is operated become more complex and changed dynamically. Such software requires the ability to adapt in accordance with operating environments, by monitoring the changes of user requirements and operating environments. Especially, the mobile device used in military operation requires more dynamical adaptation than the mobile device in normal environment. In this paper, we propose MOSAIC architecture based on Self-Adaptive Software suitable for military mobile device and verify the results. The proposed architecture consists of context manager, evaluation manager and adaptation manager. We simulate the MOSAIC architecture by modelling PRE(Position Reporting Equipment) used in the army and verify four types of operational mode and dynamical reconfiguration of user interface.

An Adaptive Proportional Integral Active Queue Management Algorithm based on Self-Similar Traffic Rate Estimation in WSN

  • Liu, Heng;Wang, Yan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제5권11호
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    • pp.1946-1958
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    • 2011
  • Wireless Sensor Network (WSN) is made up of a number of sensor nodes and base stations. Traffic flow in WSN appears self-similar due to its data delivery process, and this impacts queue length greatly and makes queuing delay worse. Active queue management can be designed to improve QoS performance for WSN. In this paper, we propose self-similar traffic rate estimating algorithm named Power-Law Moving Averaging (PLMA) to regulate packet marking probability. This algorithm improves the availability of the rate estimation algorithm under the self-similar traffic condition. Then, we propose an adaptive Proportional Integral algorithm (SSPI) based on the estimation of the Self-Similar traffic rate by PLMA. Simulation results show that SSPI can achieve lower queue length jitter and smaller setting time than PI.

서비스 지향 컴퓨팅 환경에서 서비스 안정성 케이스 기반 자가 적응 방법 (Service-Dependability-Case based Self-Adaptation in Service-Oriented Environment)

  • 정창희;이석원
    • 정보과학회 논문지
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    • 제42권11호
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    • pp.1339-1348
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    • 2015
  • 서비스 지향 시스템 환경에서는 하나의 독립된 시스템이 다른 시스템에서 제공하는 서비스를 사용함으로써 시스템의 목표를 달성한다. 이러한 시스템 환경에서는 사용중인 서비스의 품질 저하가 실시간으로 시스템 장애를 유발할 수 있다. 기존 자가 적응 방법들은 서비스의 품질 저하 발생 후 대처하는 fault tolerance 방식을 따르고 있기 때문에 서비스 품질 저하로 인한 피해 발생을 예방하지 못한다. 따라서, 자가 적응 시스템의 신뢰도를 보존하기 위해서는 사용 중인 서비스를 fault tolerance 방식의 품질 기반 적응이 아닌 서비스 안정성 케이스를 기반으로 자가 적응해야 한다. 본 논문에서는 기존의 보증 속성 표현 방법인 Goal Structuring Notation 모델링을 활용하여 서비스 안정성 케이스를 표현 및 분석하기 위한 방법과, 서비스 안정성 케이스 분석 결과에 따른 적응 조치 방법, 서비스 생명주기에 따른 서비스 안정성 케이스 기반 자가 적응 메커니즘 적용 방법, 서비스 안정성 케이스 기반 자가 적응을 위한 프레임워크 아키텍처를 제안한다.

주파수영역LMS 2차 적수Volterra 필터와 그 분석 (The Frequency-Domain LMS Second-order Adaptive Volterra Filter and Its Analysis)

  • 정익주
    • 한국음향학회지
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    • 제12권1호
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    • pp.37-46
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    • 1993
  • The adaptive algorithm for the Volterra filter is considered. Owing to its simplicity, the LMS algorithm for adaptive Volterra filter(AVF) is widely used as in linear adaptive filters. However, the convergence speed is unsatisfactory. For improving the convergence speed, the frequency domain LMS second order adaptive Volterra filter(FLMS-AVF) is proposed and analyzed. We show that the time and frequency domain LMS AVF's have the same steady state performance under approprate conditons. Moreover, it can be shown that this algorithm can improve the convergence speed significantly by applying self-orthogonalizing method.

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재활승마가 지적장애 성인의 적응행동에 미치는 영향 (The Effects of Therapeutic Horse Riding, Adaptive Behavior in Adult with Intellectual Disabilities)

  • 안정훈;박윤재
    • 디지털융복합연구
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    • 제15권12호
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    • pp.661-667
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    • 2017
  • 본 연구의 목적은 지적장애가 있는 성인들에게 재활승마 프로그램이 적응 행동에 미치는 영향을 조사하는 것에 있다. 대상자는 지적 장애를 가진 16명의 성인이었다. 그들은 12주 동안 일주일에 2회, 60분으로 이루어진 재활승마 프로그램에 참가하였다. 참가자의 적응 행동 수준은 사회성숙도 검사(Social Maturity Scale, SMS) 도구를 이용하여 프로그램 12주 전과 후에 측정되었다. 데이터는 SPSS를 사용하여 paired t-test로 분석하였다. 연구 결과 재활승마 프로그램의 12주 후에, 자조, 업무, 자기 규제 및 사회화에 상당한 개선이 있었다. 그러나 운동, 의사소통 변화는 통계적으로 유의하지 않았다. 이를 종합하면 재활승마는 자조, 업무, 자기 조절 및 사회화에서 지적장애를 가진 성인에게 긍정적인 영향을 미친다고 할 수 있다. 이러한 결과는 적응력을 향상시키기 위해 지적장애가 있는 성인에게 재활승마가 효과적인 방법으로 간주될 수 있음을 시사하고 있다.

축교정을 위한 기하학적 진직도 적응제어기 설계 (Design of a Geometric Adaptive Straightness Controller for Shaft Straightening Process)

  • 김승철;정성종
    • 대한기계학회논문집A
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    • 제24권10호
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    • pp.2451-2460
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    • 2000
  • In order to minimize straightness error of deflected shaft, a geometric adaptive straightness controller system is studied. A multi-step straightening and a three-point bending process have been developed for the geometric adaptive straightness controller. Load-deflection relationship, on-line identification of variations of material properties, on-line springback prediction, and real-time hydraulic control methodology are studied for the three-point bending process. By deflection pattern analysis and fuzzy self-learning method in the multi-step straightening process, a straightening point and direction, desired permanent deflection and supporting condition are determined. An automatic straightening machine has been fabricated for rack bars by using the developed ideas. Validity of the proposed system is verified through experiments.

Walsh 함수에 의한 신호잡음을 갖는 MRAC의 알고리즘 (Algorithm of model reference adaptive control with error signal via walsh functions)

  • 안두수;이재춘
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1986년도 한국자동제어학술회의논문집; 한국과학기술대학, 충남; 17-18 Oct. 1986
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    • pp.95-96
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    • 1986
  • 시스템을 입력과 출력값 만으로 제어하고자 할 경우에는, 플랜트의 파라메타를 추정하면서 제어해 나가야 할 것이다. 이러한 경우에는, 귀환제어나 최적제어 형태로는 여러가지 문제점이 발견되어서, 최근에 적응제어가 많이 연구되고 있다. 이에는 Gain-Scheduling 방법, Self-tuning regulator 방법 및 model reference adaptive control 방법이 있다. Gain-Scheduling 방법은 미지의 파라메타가 plant에 있을지라도, 이를 즉시 예측할 수 있을 경우 보조변수 추정을 통하여 이득을 조절하여 시스템을 안정시키는 것이고, self tuning regulator는 보조변수를 직접 조정하여 시스템을 제어한다. 또 model reference adaptive control 방법은 기준모델을 정하여, 이에 따라 관측기 등을 통하여, 플랜트의 파라메타를 추정 제어해 나가는 것이다. 이때 기준 모델의 출력과 플랜트 출력사이의 오차를 어떻게 할 것인가? 추정되는 파라메타와 오차와의 대수관계 및 차수 등, 그 한계 해석이 최근의 MRAC 설계연구에 큰 과제가 되어 왔다. 이에 본 연구에서는 신호합성 및 해석에 뛰어난 기능이 있는 Walsh 함수를 이용하여, 간단한 Micro computer의 도움으로, 오차 함수를 합성하고, 미지의 파라메타를 추정하여, 시스템의 adaptive filter설계에의 가능성에 대하여 연구하고자 한다. 또 이를 실제 예를 들어 고찰하였다.

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인공지능을 활용한 맞춤형 수학학습 프로그램 개발 (Developing Adaptive Math Learning Program Using Artificial Intelligence)

  • 이지혜;허난
    • East Asian mathematical journal
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    • 제36권2호
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    • pp.273-289
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    • 2020
  • This study introduces the process and results of developing an adaptive math learning program for self-directed learning. It presented the process and results of developing an adaptive math learning program that takes into account the level of learners using artificial intelligence. We wanted to get some suggestions on developing programs for artificial intelligence-based mathematics. The program was developed as Math4U, an application based on smart devices in the "character and expression" area for 7th grade. The Application Math4U may be used differently depending on its purpose. It is also expected to be a useful tool for providing self-directed learning to students as the basis for educational research using smart devices in a changing educational environment.

Interaction Effects of Lay Theories and Failure Type on Adaptive versus Compensatory Consumption Behavior

  • Choi, Nak-Hwan;Wang, Li;Chen, Chang
    • 산경연구논집
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    • 제9권7호
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    • pp.19-32
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    • 2018
  • Purpose - This paper aims at exploring the effects of failure types such as failure in promotion orientation and failure in prevention orientation on consumers' consumption behavior, and the moderation role of lay theories in the effects. Research design, data, and methodology - This study employed 2 between-subject designs(failure in promotion orientation vs. failure in prevention orientation) and also 2 (failure in promotion orientation vs. failure in prevention orientation) with implicit self as the within-subject. Chinese consumers participated in the empirical study, and to verify the hypotheses ANOVA, T-test and regression analysis were used. Results - Consumers were more likely to choose adaptive consumption behavior rather than compensatory consumption behavior when they were encountered with failure in promotion orientation versus failure in prevention orientation. Lay theories did play the moderation role in the effect of failure types on consumption behavior. The incremental theorists who think that effort is an important way to accomplish their learning goals showed more willingness to conduct compensatory consumption behavior rather than adaptive consumption behavior. Conclusions - Marketers should put more attention on the ways by which their products can help consumers self-improve when consumers encounter with failure. They should also be aware of the importance of consumers' mindsets when designing and developing advertising messages.

청소년의 가출: 가족적, 개인적 요인 및 대처행동의 영향 (Adolescent Runaway: The Impact of Family, Individual Factors and Coping Behavior)

  • 현은민
    • 대한가정학회지
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    • 제38권2호
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    • pp.41-56
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    • 2000
  • This study focused on the effects of family, individual characteristics of adolescents and coping behaviors on adolescent runaway. The major findings were as follows: 1. Adolescent who had higher level of family violence, lower level of communication with parent, family cohesion and adaptability, and resource adequacy perception reported higher scores in runaway. 2. Adolescents who had higher level of emotional distress, lower level of self-esteem and self-control tended to have higher scores in runaway. 3. There was a significant difference in adolescent runaway according to coping behavior styles. 4. Maladaptive coping behaviors were significantly associated with the runaway adolescent group. 5. Adaptive coping behaviors were not associated with both runaways and non-runaways group. 6. Communication with father had a direct effect on adolescent runaway and also indirect effects through emotional stress and maladaptive coping behavior. 7. Maladaptive coping behaviors had a direct effect on adolescent runaway but adaptive coping behavior had no effect. 8. Emotional stress had an indirect effect through maladaptive coping behavior on adolescent runaway. 9. Communication with father had a direct effect and an indirect effect through self-esteem of adolescents on the adaptive coping behavior. 10. Family adaptability had a direct effect on the adaptive coping behavior.

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