• 제목/요약/키워드: Self-Adaptive

검색결과 574건 처리시간 0.026초

수정된 DD LMS 알고리즘 (A Modified Decision-Directed LMS Algorithm)

  • 오길남
    • 전자공학회논문지
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    • 제53권7호
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    • pp.3-8
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    • 2016
  • 자기적응 등화기의 최적화에 널리 사용되는 판정의거(decision-directed: DD) least mean square(LMS) 알고리즘의 수정된 형태를 제안하고, 수정된 형태가 기존 알고리즘의 초기 수렴 특성을 크게 개선함을 보인다. 기존 DD LMS는 등화기 출력과 그에 대한 양자화 값의 차이를 오차로 간주하고, 오차의 제곱을 비용 함수로 하여 등화기 계수에 대해 이를 최소화함으로써 등화기의 최적화를 달성한다. 이 오차 발생 방법은 이진 신호 또는 단일레벨 신호에 유용하나, 다치레벨 신호의 경우 등화기의 초기화에는 효과적이지 못하다. 수정된 DD LMS에서는 오차 발생을 수정하여 이 문제를 해결하였다. 다치레벨 신호를 대상으로 한 모의실험을 통해 심볼간 간섭에 의한 왜곡과 부가 잡음 하에서 수정된 DD LMS의 유용성과 성능을 검증하였다.

레거시 소프트웨어 시스템을 위한 문맥 독립적 행위 기반 실시간 오작동 탐지 기법 (Runtime Fault Detection Method based on Context Insensitive Behavioral Model for Legacy Software Systems)

  • 김순태
    • 한국인터넷방송통신학회논문지
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    • 제15권4호
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    • pp.9-18
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    • 2015
  • 최근에는 스마트폰과 같이 임베디드 형태로 다양한 장소에서 서비스를 제공하는 어플리케이션의 수가 늘어나는 추세이다. 기존의 고정된 장소에서의 실행 환경보다 서비스 실행 중 상태가 동적으로 변할 수 있다는 점으로 인해 실행 중 오작동이 발생할 수 있다. 이 문제를 다루기 위하여 본 연구에서는 레거시 소프트웨어 시스템을 대상으로 메서드 수준의 오작동 탐지 기능의 구축기법을 제안한다. 기존의 문맥 의존적 행위 모델 기반으로 비정상 행위를 탐지하는 방식 메서드 수준의 탐지에 적용 시 거짓 양성의 발생 비율 증가, 모니터링 오버헤드 증가 등의 문제가 발생 가능하다. 이를 향상하기 위해 본 연구에서는 문맥 독립적 행위 모델 기반 오작동 탐지(Context-Insensitive Behavior Model-based Failure Detection, CIBFD) 기법을 제안한다. 사례 연구를 통해 기존 연구 대비 탐지 결과를 비교 분석하고, 어플리케이션 도메인 별 기법의 효용성을 분석한다.

Distributed Matching Algorithms for Spectrum Access: A Comparative Study and Further Enhancements

  • Ali, Bakhtiar;Zamir, Nida;Ng, Soon Xin;Butt, Muhammad Fasih Uddin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권4호
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    • pp.1594-1617
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    • 2018
  • In this paper, we consider a spectrum access scenario which consists of two groups of users, namely Primary Users (PUs) and Secondary Users (SUs) in Cooperative Cognitive Radio Networks (CCRNs). SUs cooperatively relay PUs messages based on Amplify-and-Forward (AF) and Decode-and-Forward (DF) cooperative techniques, in exchange for accessing some of the spectrum for their secondary communications. From the literatures, we found that the Conventional Distributed Algorithm (CDA) and Pragmatic Distributed Algorithm (PDA) aim to maximize the PU sum-rate resulting in a lower sum-rate for the SU. In this contribution, we have investigated a suit of distributed matching algorithms. More specifically, we investigated SU-based CDA (CDA-SU) and SU-based PDA (PDA-SU) that maximize the SU sum-rate. We have also proposed the All User-based PDA (PDA-ALL), for maximizing the sum-rates of both PU and SU groups. A comparative study of CDA, PDA, CDA-SU, PDA-SU and PDA-ALL is conducted, and the strength of each scheme is highlighted. Different schemes may be suitable for different applications. All schemes are investigated under the idealistic scenario involving perfect coding and perfect modulation, as well as under practical scenario involving actual coding and actual modulation. Explicitly, our practical scenario considers the adaptive coded modulation based DF schemes for transmission flexibility and efficiency. More specifically, we have considered the Self-Concatenated Convolutional Code (SECCC), which exhibits low complexity, since it invokes only a single encoder and a single decoder. Furthermore, puncturing has been employed for enhancing the bandwidth efficiency of SECCC. As another enhancement, physical layer security has been applied to our system by introducing a unique Advanced Encryption Standard (AES) based puncturing to our SECCC scheme.

임상 간호실습교육 평가도구 개발 (Development of Clinical Evaluation Tool for Nursing Student)

  • 이군자;장춘자;홍성순
    • 간호행정학회지
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    • 제7권3호
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    • pp.473-485
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    • 2001
  • This study is intended to develop a reliable and appropriate instrument of the clinical nursing education. This research consisted of 4 steps. First step is construction of the content validity by 1 Korean literature professor and 1 teaching professor in Ga Chon Gil College, the pilot study for the content validity by 14 professors and survey with four points Likert Scale, which includes from the point 'strongly valid' to the point of 'strongly non-valid', by 113 head nurses who guide and evaluate the students in clinical practice. The third step is the test of validity and reliability of the preliminary evaluation tool. The fourth step is the test of validity and reliability of the developmental evaluation tool. The data were collected from Sep. 10th, 2001 to Sep. 28th, 2001. This study was analyzed by SPSS PC+ for descriptive statistics, factor analysis and Cronbach's Co-efficient Alpha of the collected data. The results of these analysis are like as follows. 1. Evaluation tool of Clinical practice consists of 16 items including four categories : factor 1 was labeled 'desirable attitude'(5 items), factor 2 was labeled 'correctly judgement and nursing problem solving'(4 items), factor 3 was labeled 'adaptive ability of nursing knowledge and skill'(4 items), factor 4 was labeled 'desirable human relationship'(3 items) and these contributed 71.992% of the variance in the total score. 2. Cronbach's Co-efficient Alpha for internal consistency was .9128 for the total 16 items. For further research, it need to develop a variable and reliable instrument of the student self-evaluation and instrument that based on community.

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Underutilization 문제를 해결한 퍼지 신경회로망 모델 (A Fuzzy Neural Network Model Solving the Underutilization Problem)

  • 김용수;함창현;백용선
    • 한국지능시스템학회논문지
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    • 제11권4호
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    • pp.354-358
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    • 2001
  • 본 논문에서는 underutilization 문제를 해결한 퍼지 신경회로망 모델을 제시한다. 이 퍼지 신경 회로망은 ART-1 신경회로망과 유사한 제어 구조를 가지고 있어 유연성이 있으면서도 안정성이 있다. 또한 연결강도의 초기화가 필요 없고 ART-1 신경회로망에 비하여 잡음에 민감하지 않다. 이 퍼지 신경회로망의 학습법칙은 코호넨의 학습법칙을 변형하고 퍼지화 하였으며 누설 경쟁학습의 퍼지화와 조건 확률의 퍼지화에 기반을 두고 있다. 출력 뉴런 중에서 승자를 정한 후에 행해지는 점검 테스트에서는 유사척도로 상대적 거리를 사용하였다. 이 상대적 거리는 유클리디안 거리와 함께 데이터와 클러스터들의 대푯값들 간의 상대적인 위치를 고려한 것이다. 본 논문에서 제안한 퍼지 신경회로망과 코호넨 자기 조직화 특징 지도의 성능을 비교하기 위하여 널리 사용되어온 IRIS 데이터와 가우시안 분포 데이터를 사용하였다.

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학령기 아동의 대응 유형에 관한 연구 : Q방법론적 접근 (A Study on Types of Coping in School-Age Children : A Q-methodological Approach)

  • 정연;조결자
    • Child Health Nursing Research
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    • 제4권1호
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    • pp.116-127
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    • 1998
  • The purpose of this study was to examine the reliability of Q-sorting and to develope a typology of coping to stress in school-age children through the use of Q-methodology. For the study, Q-statements are selected from the literature and interviews of 30 Children, A total number 153 statement were collected and 31 Q-samples were finally selected. AP-sample of 76 was selected the elementary school children. Each of respondents were given 31 coping strategies questionnaire and set of 31 statements with cartoon on each of cards and sorted them according to the 9-point scale. The result of the C-sorting by each subject were coded and analyzed using the QUANAL PC and SPSS PC+ program. As a result of the analysis, There were significant relationship between score each item of question naire and score of sorted statement. Therefore, school-age children was able to Q-sorting(forced normal distribution). Also, the four types of coping were named as follows : Type I (n=35) : To search for the dynamic behaviors Type II (n=12) : To search for the intellectual behaviors Type III (n=22) : To search for emotional-spiritual behaviors Type IV (n=7) : To search for the self-abuse behaviors Throught the study, the implication for teachers, parents and school nurses is that there is needed to guide and to support adaptive coping behaviors. Also, it is recommended that the application of Q-methodology for study of children's subjective concepts like stress and coping.

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자동차 산업에서 뿌리기술의 중요성 및 최신 용접/접합 기술 (Importance of Fundamental Manufacturing Technology in the Automotive Industry and the State of the Art Welding and Joining Technology)

  • 장인성;조용준;박현성;소득영
    • Journal of Welding and Joining
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    • 제34권1호
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    • pp.21-25
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    • 2016
  • The automotive vehicle is made through the following processes such as press shop, welding shop, paint shop, and general assembly. Among them, the most important process to determine the quality of the car body is the welding process. Generally, more than 400 pressed panels are welded to make BIW (Body In White) by using the RSW (Resistance Spot Welding) and GMAW (Gas Metal Arc Welding). Recently, as the needs of light-weight material due to the $CO_2$ emission issue and fuel efficiency, new joining technologies for aluminum, CFRP (Carbon Fiber Reinforced Plastic) and etc. are needed. Aluminum parts are assembled by the spot welding, clinching, and SPR (Self Piercing Rivet) and friction stir welding process. Structural adhesive boning is another main joining method for light-weight materials. For example, one piece aluminum shock absorber housing part is made by die casting process and is assembled with conventional steel part by SPR and adhesive bond. Another way to reduce the amount of the car body weight is to use AHSS (Advanced High Strength Steel) panel including hot stamping boron alloyed steel. As the new materials are introduced to car body joining, productivity and quality have become more critical. Productivity improvement technology and adaptive welding control are essential technology for the future manufacturing environment.

A Novel Fast Open-loop Phase Locking Scheme Based on Synchronous Reference Frame for Three-phase Non-ideal Power Grids

  • Xiong, Liansong;Zhuo, Fang;Wang, Feng;Liu, Xiaokang;Zhu, Minghua;Yi, Hao
    • Journal of Power Electronics
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    • 제16권4호
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    • pp.1513-1525
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    • 2016
  • Rapid and accurate phase synchronization is critical for the reliable control of grid-tied inverters. However, the commonly used software phase-locked loop methods do not always satisfy the need for high-speed and accurate phase synchronization under severe grid imbalance conditions. To address this problem, this study develops a novel open-loop phase locking scheme based on a synchronous reference frame. The proposed scheme is characterized by remarkable response speed, high accuracy, and easy implementation. It comprises three functional cascaded blocks: fast orthogonal signal generation block, fast fundamental-frequency positive sequence component construction block, and fast phase calculation block. The developed virtual orthogonal signal generation method in the first block, which is characterized by noise immunity and high accuracy, can effectively avoid approximation errors and noise amplification in a wide range of sampling frequencies. In the second block, which is the foundation for achieving fast phase synchronization within 3 ms, the fundamental-frequency positive sequence components of unsymmetrical grid voltages can be achieved with the developed orthogonal signal construction strategy and the symmetrical component method. The real-time grid phase can be consequently obtained in the third block, which is free from self-tuning closed-loop control and thus improves the dynamic performance of the proposed scheme. The proposed scheme is adaptive to severe unsymmetrical grid voltages with sudden changes in magnitude, phase, and/or frequency. Moreover, this scheme is able to eliminate phase errors induced by harmonics and random noise. The validity and utility of the proposed scheme are verified by the experimental results.

Molecular Characterization of Chicken Toll-like Receptor 7

  • Chai, Han-Ha;Suk, Jae Eun;Lim, Dajeong;Lee, Kyung-Tai;Choe, Changyong;Cho, Yong-Min
    • Reproductive and Developmental Biology
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    • 제39권4호
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    • pp.105-115
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    • 2015
  • Toll-like receptor 7 (TLR7) is critical for the triggering of innate immune response by recognizing the conserved molecular patterns of single-stranded RNA (ssRNA) viruses and mediated antigenic adaptive immunity. To understand how TLR7 distinguish pathogen-derived molecular patterns from the host self, it is essential to be able to identify TLR7 receptor interaction interfaces, such as active sites or R848-agonist binding sites. The functional interfaces of TLR7 can serve as targets for structure-based drug design in studying the TLR7 receptor's structure-function relationship. In contrast to mammalian TLR7, chicken TLR7 (chTLR7) is unknown for its important biological function. Therefore, it has been targeted to mediate contrasting evolutionary patterns of positive selection into non-synonymous SNPs across eleven species using TLR7 conservation patterns (evolutionary conserved and class-specific trace residues), where protein sequence differences to the TLR7 receptors of interest record mutation that have passed positive section across the species. In this study, we characterized the Lys609 residue on chTLR7-ECD homodimer interfaces to reflect the current tendency of evolving positive selection to be transfer into a stabilization direction of the R848-agonist/chTLR7-ECDs complex under the phylogenetically variable position across species and we suggest a potential indicator for contrasting evolutionary patterns of both the species TLR-ECDs.

코시 분포의 축척 매개변수를 추정하여 돌연변이 연산에 적용한 진화 프로그래밍 (Evolutionary Programming of Applying Estimated Scale Parameters of the Cauchy Distribution to the Mutation Operation)

  • 이창용
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제37권9호
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    • pp.694-705
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    • 2010
  • 진화 프로그래밍은 실수형 최적화 문제에 널리 사용되는 알고리즘으로 돌연변이 연산이 중요한 연산이다. 일반적으로 돌연변이 연산은 확률 분포와 이에 따른 매개변수를 사용하여 변수값을 변화시키는데, 이 때 매개변수 역시 돌연변이 연산의 대상이 됨으로 이를 위한 또 다른 매개변수가 필요하다. 그러나 최적의 매개변수 값은 주어진 문제에 전적으로 의존하기 때문에 매개변수 개수가 많은 경우 매개변수값들에 대한 최적 조합을 찾기 어렵다. 이러한 문제를 부분적으로나마 해결하기 위하여 본 논문에서는 변수의 돌연변이 연산을 위한 매개변수를 자기 적응적 관점에서 이론적으로 추정한 돌연변이 연산을 제안하였다. 제안한 알고리즘에서는 코시 확률 분포의 축척 매개변수를 추정하여 돌연변이 연산에 적용함으로 축척 매개변수에 대한 돌연변이 연산이 필요하지 않다는 장점이 있다. 제안한 알고리즘을 벤치마킹 문제에 적용한 실험 결과를 통해 볼 때, 최적값 측면에서는 제안한 알고리즘의 상대적 우수성은 벤치마킹 문제에 의존하였으나 계산 시간 측면에서는 모든 벤치마킹 문제에 대하여 제안한 알고리즘이 우수하였다.