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      KCI등재 SCIE SCOPUS

      Nominal State Relationship with Support Vector Machines and Its Sliding Mode Control Application

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      https://www.riss.kr/link?id=A104902153

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      다국어 초록 (Multilingual Abstract)

      This paper derives a novel nominal state relationship (NSR) by using support vector machines (SVM). By using the NSR, a novel sliding surface which has the dynamics of a nominal system controlled by pole placement is proposed. The sliding mode control (SMC) with this novel sliding surface gives its robustness to pole placement control systems with uncertainties.
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      This paper derives a novel nominal state relationship (NSR) by using support vector machines (SVM). By using the NSR, a novel sliding surface which has the dynamics of a nominal system controlled by pole placement is proposed. The sliding mode control...

      This paper derives a novel nominal state relationship (NSR) by using support vector machines (SVM). By using the NSR, a novel sliding surface which has the dynamics of a nominal system controlled by pole placement is proposed. The sliding mode control (SMC) with this novel sliding surface gives its robustness to pole placement control systems with uncertainties.

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      참고문헌 (Reference)

      1 D. J. Sebald, "Support vector machine techniques for nonlinear equalization" 48 (48): 3217-3226, 2000

      2 L.-C. Hung, "Sliding mode control for uncertain time-delay systems with sector nonlinearities via fuzzy rule" 251-256, 2005

      3 V.I.Utkin, "Sliding Modes and Their Application in Variable Structure Systems" Mir Publishers 1978

      4 "S. R. Gunn, Engineering Science and Mathematics School of Electronics and Computer Science"

      5 S. K. Park, "Robust controller design with novel sliding surface-linear optimal control case" 146 (146): 242-246, 1999

      6 H. Peng, "Nonlinear system identification based on multi-resolution support vector regression" 1 : 240-243, 2005

      7 X. Li, "Fuzzy theory based support vector machine classifier" 600-604, 2008

      8 C.-C. Yao, "Effective training of support vector machines using extractive support vector algorithm" 1808-1814, 2007

      9 U.Itkis, "Control Systems of Variable Structure" John Wiley & Sons 1976

      10 A.-M. Wang, "Algorithm research on fuzzy linear separable support vector classifier" 1-4, 2008

      1 D. J. Sebald, "Support vector machine techniques for nonlinear equalization" 48 (48): 3217-3226, 2000

      2 L.-C. Hung, "Sliding mode control for uncertain time-delay systems with sector nonlinearities via fuzzy rule" 251-256, 2005

      3 V.I.Utkin, "Sliding Modes and Their Application in Variable Structure Systems" Mir Publishers 1978

      4 "S. R. Gunn, Engineering Science and Mathematics School of Electronics and Computer Science"

      5 S. K. Park, "Robust controller design with novel sliding surface-linear optimal control case" 146 (146): 242-246, 1999

      6 H. Peng, "Nonlinear system identification based on multi-resolution support vector regression" 1 : 240-243, 2005

      7 X. Li, "Fuzzy theory based support vector machine classifier" 600-604, 2008

      8 C.-C. Yao, "Effective training of support vector machines using extractive support vector algorithm" 1808-1814, 2007

      9 U.Itkis, "Control Systems of Variable Structure" John Wiley & Sons 1976

      10 A.-M. Wang, "Algorithm research on fuzzy linear separable support vector classifier" 1-4, 2008

      11 H. Yu, "Adaptive seeking sliding mode control" 2006

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2023 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2020-01-01 평가 등재학술지 유지 (해외등재 학술지 평가) KCI등재
      2010-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2009-12-29 학회명변경 한글명 : 제어ㆍ로봇ㆍ시스템학회 -> 제어·로봇·시스템학회 KCI등재
      2008-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2007-10-29 학회명변경 한글명 : 제어ㆍ자동화ㆍ시스템공학회 -> 제어ㆍ로봇ㆍ시스템학회
      영문명 : The Institute Of Control, Automation, And Systems Engineers, Korea -> Institute of Control, Robotics and Systems
      KCI등재
      2005-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2004-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2002-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 1.35 0.6 1.07
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.88 0.73 0.388 0.04
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