• 제목/요약/키워드: Bandwidth function

검색결과 496건 처리시간 0.024초

GLOBAL MINIMA OF LEAST SQUARES CROSS VALIDATION FOR A SYMMETRIC POLYNOMIAL KEREL WITH FINITE SUPPORT

  • Jung, Kang-Mo;Kim, Byung-Chun
    • Journal of applied mathematics & informatics
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    • 제3권2호
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    • pp.183-192
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    • 1996
  • The least squares cross validated bandwidth is the mini-mizer of the corss validation function for choosing the smooth parame-ter of a kernel density estimator. It is a completely automatic method but it requires inordinate amounts of computational time. We present a convenient formula for calculation of the cross validation function when the kernel function is a symmetric polynomial with finite sup-port. Also we suggest an algorithm for finding global minima of the crass validation function.

HUBER의 M-추정함수의 조율상수와 커널추정함수의 평활계수의 관계 (The Bending Constant in Huber’s Function in Terms of a Bandwidth in Density Estimator)

  • 박노진
    • 응용통계연구
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    • 제14권2호
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    • pp.357-367
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    • 2001
  • Huber의 M-추정함수의 형태는 조율상수가 주어질 때 비로소 그 형태가 결정된다. 조율상수를 커널밀도함수추정량의 평활계수를 이용하여 구하여 보았고, 모의실험을 통해 기존에 상요되는 조율상수들과 그 성능을 비교하여 보았다. 그 결과 새로운 방법에 의해 구해진 조율상수가 기존의 조율상수를 사용하는 경우 보다 모의실험을 통해 얻은 추정치의 분산이 작게되는 경우가 있음을 알았다.

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비 균일 표본화 신호의 완전 복구에 관한 연구 (Perfect Reconstruction in Sub-Nyquist Nonuniform Sampling of Signals with Known upper Time-frequency Boundary)

  • 이희영;정현권
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 하계종합학술대회 논문집(5)
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    • pp.9-12
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    • 2002
  • The problem of sub-Nyquist nonuniform sampling for the perfect reconstruction of signals with time-varying spectral contents is studied. The signals are assumed to have a known instantaneous bandwidth in time-frequency domain. As the function of time, the nonuniform sampling pattern of a given signal, that is, the instantaneous sampling frequency is determined by the observation of instantaneous bandwidth based on time-frequency analysis. The proposed sampling pattern guarantees the perfect reconstruction of nonuniform sampled signals under Nyquist-sampling rate in average.

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비모수적 회귀함수 추정에 대한 Family Approach (The Family Approach to Nonparametric Estimation of the Regression Function)

  • 정성석
    • 품질경영학회지
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    • 제25권4호
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    • pp.106-114
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    • 1997
  • The smoothing parameter or bandwidth is crucial to performance of the kernel based regression estimator. So the choice of a "optimal" smoothing parameter produce a single curve estimate. If a single estimate is replaced by a family of estimates, it become easy that we understand what varies with choice of the smoothing parameter. This paper suggests the threshold of the maximum bandwidth and the number of the family members in the regression context.n context.

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A Kernel Approach to the Goodness of Fit Problem

  • Kim, Dae-Hak
    • Journal of the Korean Data and Information Science Society
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    • 제6권1호
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    • pp.31-37
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    • 1995
  • We consider density estimates of the usual type generated by a kernel function. By using the limit theorems for the maximum of normalized deviation of the estimate from its expected value, we propose to use data dependent bandwidth in the tests of goodness of fit based on these statistics. Also a small sample Monte Carlo simulation is conducted and proposed method is compared with Kolmogorov-Smirnov test.

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High-Performance Voltage Controller Design Based on Capacitor Current Control Model for Stand-alone Inverters

  • Byen, Byeng-Joo;Choe, Jung-Muk;Choe, Gyu-Ha
    • Journal of Electrical Engineering and Technology
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    • 제10권4호
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    • pp.1635-1645
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    • 2015
  • This study proposes high-performance voltage controller design that employs a capacitor current control model for single-phase stand-alone inverters. The single-phase stand-alone inverter is analyzed via modeling, which is then used to design the controller. A design methodology is proposed to maximize the bandwidth of the feedback controller. Subsequently, to compensate for the problems caused by the bandwidth limitations of the controller, an error transfer function that includes the feedback controller is derived, and the stability of the repetitive control scheme is evaluated using the error transfer function. The digital repetitive controller is then implemented. The simulation and experimental results show that the performance of the proposed controller is high in a 1.5 kW single-phase stand-alone inverter prototype.

인공안구를 위한 팬틸트 구동용 판스프링 설계 (A Design of Pan-tilt Leaf Spring Structure for Artificial Eyeball)

  • 김정한;김영석
    • 한국공작기계학회논문집
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    • 제14권4호
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    • pp.22-31
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    • 2005
  • The purpose of this study is to design a flexural structure that has a function of pan and tilt for an artificial eyeball. The artificial eyeball system has a function of image stabilization, which compensate panning and tilting vibration of the body on which the artificial eyeball is attached. The target closed loop control bandwidth is 50Hz, so the mechanical resonance frequency is required to be more than the control bandwidth, which is a tough design problem because of a big mass of camera and actuator. In this study, the design process including the selection of the principal parameters by numerical analysis with ANSYS will be described, as well as the design results and frequency response.

슬라이딩 모우드를 이용한 유도전동기의 위치제어에 관한 연구 (A Study on Position Control of Induction Motor Using the Sliding Mode)

  • 박민호;김경서;이홍희
    • 대한전기학회논문지
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    • 제39권1호
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    • pp.49-56
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    • 1990
  • An induction motor position control system based on the sliding mode control is presented. In the sliding mode control, control function is discontinuous on the hyperplane, which causes harmful effects such a s current harmonics and acoustic noise in the motor drive application. In this study, a low pass filter is introduced between the sliding mode controller output and the motor controller input to reduce these effects. The filter, however, makes the torque response slggish and the system performance may become poor in cost of chattering reduction. To overcome these problems, the bandwidth of the filer is varied according to the error function. It is shown that the proposed sliding mode control with variable-bandwidth filter shows good performance, which is confirmed through experiments.

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Convolutional Code/Binary CPFSK 복합 전송시스템의 성능개선에 관한 연구 (Performance Improvement on the Combined Convolutional Coding and Binary CPFSK Modulation)

  • 최양호;백제인;김재균
    • 대한전자공학회논문지
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    • 제23권5호
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    • pp.591-596
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    • 1986
  • A binary continuous phase frequency shift keying (CPFSK), whose phase is a continuous function of time and instantaneous frequency is constant, is a bandwidth efficient constant envelope signalling scheme. A transmitting signal is formed by combined coding of a convolutional encoder and a binary CPFSK modulator. The signal is transmitted throuth additive white Gaussian noise(AWGN) channel. If the received signal is detected by a coherent maximum likelihood(ML) receiver, error probability can be expressed approximately in terms of minimum Euclidean distance. We propose rate 2/4 codes for the improvement of error performance without increating the data rate per bandwidth and the receiver complexity. Its minimum Euclidean distances are compared with those of rate \ulcornercodes as a function of modulation index and observation interval.

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P2P 기반 Interactive VOD를 위한 레벨 그룹 스트리밍 기법 (A Level Group Streaming Technique for Interactive VOD based on P2P)

  • 김종경
    • 한국통신학회논문지
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    • 제33권11C호
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    • pp.955-962
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    • 2008
  • 멀티캐스트 기법은 큰 규모의 팽 서비스에서 비용을 줄이기 위한 방법 중에 하나다. 그러나 멀티캐스트 시스템에서 한정된 서버와 네트워크의 대역폭을 고려하여 VCR 기능을 구현하는 것은 복잡한 문제들을 내포하고 있어 이에 대한 해법이 필요하다. 따라서 본 연구는 P2Patching을 개선한 논문으로 P2P 환경에서 레벨 그룹을 구성하여 이종 대역폭을 가진 피어들 간에 협력하여 VCR 기능을 지원하는 레벨그룹 스트리밍 기법(LGST : Level Group Streaming Technique)을 제안한다. 이 기법은 서버의 수용성을 향상시키고 네트워크의 대역폭을 효율적으로 사용할 수 있다. 그리고 본 제안 기법의 평가를 위하여 P2Patching과 비교하여 스트림 전송 토플러지 성능 및 스트리밍 질을 실험하였다. 이 실험은 서비스 요청 거부율과 대역폭 감소에 따른 서비스 질에 대한 평가에서는 본 LGST가 P2Patching보다 $11{\sim}18%$ 정도의 성능 향상을 보여주었고, 결함확률에 따른 복원지연 실험과 VCR 기능 수행 주기에 따른 영향에서는 미세한 수치에서의 성능 향상을 보여 주었다.