• Title/Summary/Keyword: Variable sampling scheme

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A 1.2 V 12 b 60 MS/s CMOS Analog Front-End for Image Signal Processing Applications

  • Jeon, Young-Deuk;Cho, Young-Kyun;Nam, Jae-Won;Lee, Seung-Chul;Kwon, Jong-Kee
    • ETRI Journal
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    • 제31권6호
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    • pp.717-724
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    • 2009
  • This paper describes a 1.2 V 12 b 60 MS/s CMOS analog front-end (AFE) employing low-power and flexible design techniques for image signal processing. An op-amp preset technique and programmable capacitor array scheme are used in a variable gain amplifier to reduce the power consumption with a small area of the AFE. A pipelined analog-to-digital converter with variable resolution and a clock detector provide operation flexibility with regard to resolution and speed. The AFE is fabricated in a 0.13 ${\mu}m$ CMOS process and shows a gain error of 0.68 LSB with 0.0352 dB gain steps and a differential/integral nonlinearity of 0.64/1.58 LSB. The signal-to-noise ratio of the AFE is 59.7 dB at a 60 MHz sampling frequency. The AFE occupies 1.73 $mm^2$ and dissipates 64 mW from a 1.2 V supply. Also, the performance of the proposed AFE is demonstrated by an implementation of an image signal processing platform for digital camcorders.

AR 프로세스를 이용한 도산예측모형 (Bankruptcy Prediction Model with AR process)

  • 이군희;지용희
    • 한국경영과학회지
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    • 제26권1호
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    • pp.109-116
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    • 2001
  • The detection of corporate failures is a subject that has been particularly amenable to cross-sectional financial ratio analysis. In most of firms, however, the financial data are available over past years. Because of this, a model utilizing these longitudinal data could provide useful information on the prediction of bankruptcy. To correctly reflect the longitudinal and firm-specific data, the generalized linear model with assuming the first order AR(autoregressive) process is proposed. The method is motivated by the clinical research that several characteristics are measured repeatedly from individual over the time. The model is compared with several other predictive models to evaluate the performance. By using the financial data from manufacturing corporations in the Korea Stock Exchange (KSE) list, we will discuss some experiences learned from the procedure of sampling scheme, variable transformation, imputation, variable selection, and model evaluation. Finally, implications of the model with repeated measurement and future direction of research will be discussed.

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Performance Analysis of Blind Channel Estimation for Precoded Multiuser Systems

  • Xu, Zhengyuan
    • Journal of Communications and Networks
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    • 제4권3호
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    • pp.189-198
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    • 2002
  • Precoder has been shown to be able to provide source diversity and design flexibility. In this paper we employ precoding techniques for block transmission based on a multirate filterbank structure. To accommodate multiuser communication with variable data rates, different precoders with corresponding coefficients and up/down sampling rates are used. However, due to unknown multipath distortion, different interferences may exist in the received data, such as multiuser interference, intersymbol interference and interblock interference. To estimate channel parameters for a desired user, we employ all structured signature waveforms associated with different symbols of that user and apply subspace techniques. Therefore better performance of channel estimator can be achieved than the conventional subspace method based only on the signature of the current symbol. The delay for that user can also be jointly estimated. Channel identifiability conditions and asymptotic channel estimation error are investigated in detail. Numerical examples are provided to justify the proposed method. gest either multicode (MC) or multiple processing gain (MPG) mechanism [2], while requiring data rates to be integral multiples of some basic low-rate. In order to support variable rate transmission however, a comprehensive scheme needs to be investigated.

외란관측기를 가지는 UPS용 인버터의 디지탈제어에 관한 연구 (A Study on Digital control of Inverter for UPS based on Disturbance Observer)

  • 이채동;김종석;최선영;이재창;우정인
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1996년도 하계학술대회 논문집 A
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    • pp.606-608
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    • 1996
  • In this paper, a new control scheme based on deadbeat control with disturbance observer for voltage controlled Inverter system is proposed. The inverter system is modelled as the 4th-order system treating R load current variation caused by disturbance. So the disturbance observer exists in the state observer. By using the pole placement strategy, the observer estimates the state and disturbance variable of the next sampling instant. Simulation results so show that The proposed scheme has robust feature against disturbance.

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Optical Signal Sampling Based on Compressive Sensing with Adjustable Compression Ratio

  • Zhou, Hongbo;Li, Runcheng;Chi, Hao
    • Current Optics and Photonics
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    • 제6권3호
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    • pp.288-296
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    • 2022
  • We propose and experimentally demonstrate a novel photonic compressive sensing (CS) scheme for acquiring sparse radio frequency signals with adjustable compression ratio in this paper. The sparse signal to be measured and a pseudo-random binary sequence are modulated on consecutively connected chirped pulses. The modulated pulses are compressed into short pulses after propagating through a dispersive element. A programmable optical filter based on spatial light modulator is used to realize spectral segmentation and demultiplexing. After spectral segmentation, the compressed pulses are transformed into several sub-pulses and each of them corresponds to a measurement in CS. The major advantage of the proposed scheme lies in its adjustable compression ratio, which enables the system adaptive to the sparse signals with variable sparsity levels and bandwidths. Experimental demonstration and further simulation results are presented to verify the feasibility and potential of the approach.

층화추출에 의한 통제변수의 시뮬레이션 성과분석 (Simulation Analysis of Control Variates Method Using Stratified sampling)

  • 권치명;김성연;황성원
    • 한국시뮬레이션학회논문지
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    • 제19권1호
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    • pp.133-141
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    • 2010
  • 본 연구는 층화추출법과 통제변수기법을 시뮬레이션 실험설계에서 동시에 사용하여 파라미터의 추정 효율성을 개선하는 방법을 제안하였다. 시뮬레이션을 수행하는 도중에 수집한 표준화 부가변수를 통제변수기법에 활용하여 파라미터 추정을 위한 반응변수의 오차를 줄이도록 하였으며 통제변수 구성에 사용되지 않은 부가변수를 층화변수로 활용하는 층화추출기법을 적용하여 통제반응변수의 변이성을 추가로 감소하였다. 반응변수와 통제변수 사이의 공분산 관계가 알려진 경우에 두 방법을 동시에 활용하여 파라미터를 추정하는 기법의 시뮬레이션 효율성을 이론적으로 도출하였다. 반응변수와 통제변수 사이의 상관관계 구조가 알려지지 않은 경우 선택된 모형의 시뮬레이션 결과는 제안된 층화 통제 추정기법이 층화추출법이나 통제변수기법을 개별적으로 적용하여 파라미터를 추정하는 것보다 우수한 것으로 나타나고 있다.

선택적 누적합(S-CUSUM) 관리도 (A Selectively Cumulative Sum(S-CUSUM) Control Chart)

  • 임태진
    • 품질경영학회지
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    • 제33권3호
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    • pp.126-134
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    • 2005
  • This paper proposes a selectively cumulative sum(S-CUSUM) control chart for detecting shifts in the process mean. The basic idea of the S-CUSUM chart is to accumulate previous samples selectively in order to increase the sensitivity. The S-CUSUM chart employs a threshold limit to determine whether to accumulate previous samples or not. Consecutive samples with control statistics out of the threshold limit are to be accumulated to calculate a standardized control statistic. If the control statistic falls within the threshold limit, only the next sample is to be used. During the whole sampling process, the S-CUSUM chart produces an 'out-of-control' signal either when any control statistic falls outside the control limit or when L -consecutive control statistics fall outside the threshold limit. The number L is a decision variable and is called a 'control length'. A Markov chain approach is employed to describe the S-CUSUM sampling process. Formulae for the steady state probabilities and the Average Run Length(ARL) during an in-control state are derived in closed forms. Some properties useful for designing statistical parameters are also derived and a statistical design procedure for the S-CUSUM chart is proposed. Comparative studies show that the proposed S-CUSUM chart is uniformly superior to the CUSUM chart or the Exponentially Weighted Moving Average(EWMA) chart with respect to the ARL performance.

Pulse Dual Slope Modulation for VLC

  • Oh, Minseok
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제8권4호
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    • pp.1276-1291
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    • 2014
  • In the field of visible light communication (VLC), light-emitting diodes (LEDs) are used for transmitting data via visible light. In this study, we analyze pulse dual slope modulation (PDSM) as a means of delivering information in VLC. PDSM involves the modulation of symmetrical slope pulses to encode binary 0s and 1s, and owing to the moderately increasing and decreasing pulse shapes that are created, this method enables more spectral efficiency than the variable pulse position modulation (VPPM) technique currently adopted in IEEE 802.15.7. In particular, PDSM allows for the avoidance of intra-frame flicker by providing idle pulses in a spectrum-efficient way. A simple detection scheme is proposed for PDSMsignals, and its bit error rate (BER) is analyzed mathematically at varying slopes to validate the process through simulation. The BER performance of PDSM detection using dual sampling is compared to the performances of PDSM and VPPM using correlation detection. It is found that, when the probability of idle pulse transmission is less than 0.08 and higher than 0, the BER of dual sampling PDSM is lower than that of PDSM using correlation detection over the entire light intensity range.

범주형 자료에서 경험적 베이지안 오분류 분석 (Empirical Bayesian Misclassification Analysis on Categorical Data)

  • 임한승;홍종선;서문섭
    • 응용통계연구
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    • 제14권1호
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    • pp.39-57
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    • 2001
  • 범주형 자료에서 오분류는 자료를 수집하는 과정에서 발생될 수 있다. 오분류되어 있는 자료를 정확한 자료로 간주하여 분석한다면 추정결과에 편의가 발생하고 검정력이 약화되는 결과를 초래하게 되며, 정확하게 분류된 자료를 오분류하고 판단한다면 오분류의 수정을 위해 불필요한 비용과 시간을 낭비해야 할 것이다. 따라서 정확하게 분류된 표본인지 오분류된 표본인지를 판정하는 것은 자료를 분석하기 전에 이루어져야할 매우 중요한 과정이다. 본 논문은 I$\times$J 분할표로 주어지는 범주형 자료에서 두 변수 중 하나의 변수에서만 오분류가 발생되는 경우에 오분류 여부를 검정하기 위해서 오분류 가능성이 없는 변수에 대한 주변합은 고정시키고, 오분류 여부를 가능성이 있는 변수의 주변합을 Sebastiani와 Ramoni(1997)가 제안한 Bound와 외부정보로 표현되는 Collapse의 개념, 그리고 베이지안 방법을 확장하여 자료에 적합한 모형과 사전정보를 고려한 사전모수를 다양하게 설정하면서 재분류하는 연구를 하였다. 오분류에 대한 정보를 얻기 위해서 Tenenbein(1970)에 의해 연구된 이중추출법을 이용하여 오분류 검정을 위한 새로운 통계량을 제안하였으며, 제안된 오분류 검정통계량에 관한 분포를 다양한 모의실험을 통하여 연구하였다.

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슬라이딩 모드를 이용한 DC Servo Motor 의 위치 제어 (Position Control of D.C. Servo Motor Using Variable Structure Control with sliding mode)

  • 이윤종;이일형;손영대;오원석;김신섭
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1989년도 하계종합학술대회 논문집
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    • pp.571-575
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    • 1989
  • A position control system of D.C. Servo motor based on discrete variable structure system with sliding mode is presented. The sliding mode has been designed for a continuous system, but it is often realized in digital fashion because the complex switching logic can be easily carried out. In digital control system, the ideal sliding mode does not occur since the structure can't be switched during sampling interval. However, there can be exist a motion which is confined to a regoin including the sliding surface and proceeds to the origin along the surface. This notion is called quasisliding mode. In this paper, we introduce this control scheme to the D.C. Servo motor position control in order to reduce the chattering phenonenon.

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