• 제목/요약/키워드: Least-square method

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퍼지 추론법을 적용한 OFDM 시스템의 LS(Least Square) 채널추정 기법 (Least Square Channel Estimation Scheme of OFDM System using Fuzzy Inference Method)

  • 김남;최정훈
    • 한국콘텐츠학회논문지
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    • 제9권5호
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    • pp.84-90
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    • 2009
  • 본 논문에서는 최근 여러 분야에서 불확실성에 대한 예측을 위해 사용되는 Fuzzy 추론법을 OFDM(Othgonal Frequency Division Multiplexing)의 채널추정 방식에 적용함으로써 향상된 성능과 낮은 복잡도를 갖는 새로운 채널추정 방식을 제안하였다. 제안된 방식은 LS(Least Square) 채널추정 이전에 Pilot을 이용하여 Fuzzy추론법에 의하여 채널의 통계적 특성을 계산하고 이에 대한 보간을 해 줌으로써 채널추정 성능을 향상시키는 방식이다. QPSK(Quadrature Phase Shift Keying)를 적용한 시뮬레이션 결과 제안된 채널추정 방식은 MSE(Mean Square Error)가 $10^{-3}$인 지점에서 MMSE(Mimimum Mean Square Error) 채널추정 방식보다는 약 1.3 dB 정도 성능이 열화되는 것으로 나타났지만 LS 채널 추정 방식과 비교하면 약 5.5 dB 정도의 성능 이득이 있는 것으로 분석되었으며, SER(Symbol Error Rate)은 SNR(Signal to Noise Ratio)이 20 dB인 지점에서 MMSE 채널추정 방식과 제안된 채널추정방식이 각각 $10^{-1.96}$, $10^{-1.93}$ 정도로 유사한 성능을 보이는 것으로 분석되었고, LS 채널추정 방식 보다 약 $10^{-0.35}$ 정도 제안된 방식의 성능이 향상된 것으로 분석되었다.

LS/IV 기법을 이용한 공기 포일 베어링의 동특성 계수에 관한 연구 (A Study on the Dynamic Characteristics of Air Foil Bearings Using LS(Least Square)/IV(Instrumental Variable) Method)

  • 조준현;류근;김창호;이용복
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2004년도 추계학술대회논문집
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    • pp.677-684
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    • 2004
  • This paper describes a method for identifying the dynamic characteristics of air foil bearings for high speed turbomachinerys with the LS/IV method. In fact identifying the characteristics of air foil bearings is very difficult work, and it is tried to identify it. Experiments were conducted to determine the structural dynamic and hydrodynamic characteristics of air foil bearings. Numerical predictions compare the static and dynamic force performances. The housing of the bearing on the journal was driven by the impact hammer which were used to simulate impact force acting on air foil bearings. The characteristics of air foil bearings were extracted from the frequency response function (FRF) by LS(Least Square) method and IV(Instrumental Variable) method. The experiment was tested at 0 rpm and $10000\sim16000rpm$. And the test results were introduced about the dynamic characteristics of air foil bearings, and also compared with theoritical results.

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신경회로망기법을 이용한 자기동조제어기 설계 (Design of self-tuning controller utilizing neural network)

  • 구영모;이윤섭;김대종;임은빈;우광방
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1989년도 한국자동제어학술회의논문집; Seoul, Korea; 27-28 Oct. 1989
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    • pp.399-401
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    • 1989
  • Utilizing an interconnected set of neuron-like elements, the present study is to provide a method of parameter estimation for a second order linear time invariant system of self-tuning controller. The result from the proposed method is evaluated by comparing with those obtained by the recursive least square (RLS) identification algorithm and extended recursive least square (ERLS) algorithm, and it shows that, although the smoothness of system performance is still to be improved, the effectiveness of shorter computing time is demonstrated which may be of considerable value to real time computing.

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DEGREE REDUCTION OF B-SPLINE CURVES

  • Lee, Byung-Gook;Park, Yun-Beom
    • Journal of applied mathematics & informatics
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    • 제8권3호
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    • pp.819-827
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    • 2001
  • An algorithmic approach to degree reduction of B-spline curves is presented. The new algorithms are based on the blossoming spline curves are obtained by the generalized least square method. The computations are carried out by minimizing the $L_2$ distamce between the two curves.

뫼비우스 사상을 이용한 임의의 3차원 평면균열에서의 응력확대계수 계산 (Calculation of Stres Intensity Factor in Arbitrarily Shaped Plane Crack by Mobius Transformation)

  • 안득만
    • 대한기계학회논문집A
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    • 제25권4호
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    • pp.734-740
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    • 2001
  • In this paper the stress intensity factor under uniform pressure in the arbitrarily-shaped plane crack configuration transformed elliptic crack by Mobius mapping are determined. Using Dysons formula Boussinesq-Papkovich potentials for mode I deformation are constructed. In the example the stress intensity factors are approximately calculated by least square method.

신호원 국소화를 위한 위치의 최적화 : MNLS (Optimization of sensor location for source localization : Minimum-Norm Least-Square Method)

  • 김유정;한주만;이인범;박광석
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 하계종합학술대회 논문집(5)
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    • pp.124-126
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    • 2000
  • The Minimum-Norm Least-Square(MNLS) approach based on lead field theory is an useful method to find an unique inverse solution for the measured magnetic field. The lead field depends on head geometry and location of sources and sensors. So, optimization of sensor array location is important issue for MNLS estimation. In this paper, we present an investigation for the optimization of sensor array location in computer simulation.

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일정 압력에 의한 3차원 평면균열에서의 응력확대계수 계산 (Calculation of Stress Intensity Factor in Arbitrarily Shaped Plane Crack under Uniform Pressure Loading)

  • 안득만
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2000년도 추계학술대회논문집A
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    • pp.117-122
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    • 2000
  • In this paper the stress intensity factor under uniform pressure in the arbitrarily-shaped plane crack configuration transformed elliptic crack by Mobius mapping are determined. Using Dyson's formula Boussinesq-Papkovich potentials for mode I deformation are constructed. In the example the stress intensity factors are approximately calculated by least square method.

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The exponential generalized log-logistic model: Bagdonavičius-Nikulin test for validation and non-Bayesian estimation methods

  • Ibrahim, Mohamed;Aidi, Khaoula;Alid, Mir Masoom;Yousof, Haitham M.
    • Communications for Statistical Applications and Methods
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    • 제29권1호
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    • pp.1-25
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    • 2022
  • A modified Bagdonavičius-Nikulin chi-square goodness-of-fit is defined and studied. The lymphoma data is analyzed using the modified goodness-of-fit test statistic. Different non-Bayesian estimation methods under complete samples schemes are considered, discussed and compared such as the maximum likelihood least square estimation method, the Cramer-von Mises estimation method, the weighted least square estimation method, the left tail-Anderson Darling estimation method and the right tail Anderson Darling estimation method. Numerical simulation studies are performed for comparing these estimation methods. The potentiality of the new model is illustrated using three real data sets and compared with many other well-known generalizations.

적응 간섭 제거 시스템을 위한 상관도를 적용한 적응적 궤환 간섭 제거 알고리즘 (Adaptive Feedback Interference Cancellation Algorithm Using Correlations for Adaptive Interference Cancellation System)

  • 한용식;양운근
    • 한국전자파학회논문지
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    • 제21권4호
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    • pp.427-432
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    • 2010
  • 셀룰러 시스템에서의 음영 지역 해소 및 전송 용량 증대를 위해 중계기의 중요성은 계속적으로 증가하고 있다. 그러나 RF 중계기는 중계된 전송 신호의 일부가 궤환되어 다시 수신 안테나에 수신되는 궤환 간섭 신호가 발생한다. 이런 문제를 해결하기 위하여 본 논문에서는 RF 중계기의 성능 개선을 위해 상관도를 적용한 Sign-Sign LMS(Least Mean Square)를 제안하였다. 기존 알고리즘의 제곱된 에러를 최소화하기 위해 가중치 벡터는 입력 신호와 오차 신호의 부호에 취하고, 이를 활용하여 갱신된다. 제안된 간섭 제거기는 기존 방식과 비교하여 MSE(Mean Square Error) 측면에서 최대 10 dB의 성능 이득을 가진다.

An Implementation of Discrete Mathematical Model for ECG waveform

  • Yimman, Surapun;Deeudom, Mongkon;Ittisariyanon, Jirawat;Junnapiya, Somyot;Dejhan, Kobchai
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.852-856
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    • 2005
  • This paper proposes a new design of the ECG simulator with high resolution by using small amount of memories based on discrete least square estimation equations instead of reading the stored data inside the look-up table. The experimental results have shown that the ECG simulator using discrete least square estimation equations can display the bipolar limb leads ECG signals with low PRD (percent root-mean-square difference) while taking the less amount of memories than the previous method which used the look-up table to store ECG data for ECG simulation.

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