• Title/Summary/Keyword: 오차신호

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A Study on Fault Classification by EEMD Application of Gear Transmission Error (전달오차의 EEMD적용을 통한 기어 결함분류연구)

  • Park, Sungho;Choi, Joo-Ho
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.30 no.2
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    • pp.169-177
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    • 2017
  • In this paper, classification of spall and crack faults of gear teeth is studied by applying the ensemble empirical mode decomposition(EEMD) for the gear transmission error(TE). Finite element models of the gears with the two faults are built, and TE is obtained by simulation of the gears under loaded contact. EEMD is applied to the residuals of the TE which are the difference between the normal and faulty signal. From the result, the difference of spall and crack faults are clearly identified by the intrinsic mode functions(IMF). A simple test bed is installed to illustrate the approach, which consists of motor, brake and a pair of spur gears. Two gears are employed to obtain the TE for the normal, spalled, and cracked gears, and the type of the faults are separated by the same EEMD application process. In order to quantify the results, crest factors are applied to each IMF. Characteristics of spall and crack are well represented by the crest factors of the first and the third IMF, which are used as the feature signals. The classification is carried out using the Bayes decision theory using the feature signals acquired through the experiments.

Performance Analysis of MSAGF-MMA Adaptive Blind Equalization Algorithm with Variable Step Size Using Input Power Signal and Decision-Directed Error Signal (입력 전력 신호와 결정지향 오차 신호를 이용한 가변 스텝 크기를 가지는 MSAGF-MMA 적응 블라인드 등화 알고리즘의 성능 분석)

  • Jeong, Young-Hwa
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.20 no.3
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    • pp.53-58
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    • 2020
  • This paper is concerned with the performance analysis of MSAGF-MMA with variable step size whose step size varies according to input power signal and decision-directed error signal. The proposed algorithm is made to change according to the input power signal which can reliably increase the convergence speed to the steady state by making the step size less affected by the fluctuation of the input signal in the MMA having the binary flag obtained from the modified Stop-and-Go algorithm. At the same time, the step size can be varied according to the decision-directed error signal so that the residual error can be reduced in the steady state. As a result of computer simulations, it is confirmed that the proposed algorithm has a very good performance in the evaluation of residual ISI and averaged-MSE in steady state as well as in terms of convergence speed to steady state compared to MMA and MSAGF-MMA.

A Blind Frequency Estimation Scheme in Differential PSK System (Differential PSK 시스템에서의 Blind 주파수 추정 기법)

  • Shin, Won-Jae;You, Young-Hwan
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2013.06a
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    • pp.223-224
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    • 2013
  • 본 논문은 차등 위상 편이 변조(DPSK) 시스템에서 파일럿 없이 주파수 추정하는 기법을 제안한다. 제안하는 주파수 동기오차 추정 방식은 파일럿을 사용하지 않고 DPSK 변조 방식에서 연속되는 신호의 차등 위상신호를 전송하는 특성을 사용하는 블라인드 기법이다. DPSK 신호의 위상 차분은 주파수 오차 추정을 실행 할 때 페이즈를 증가시켜 왜곡으로 작용하게 되는데, 본 논문에서는 간단한 상관기와 제곱기로 이러한 특성을 제거하여 주파수 추정 성능을 증가 시킨다. 알고리즘의 검증은 수식과 컴퓨터 시뮬레이션으로 수행한다.

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A Circuit design for generating binary logarithms for possible signal processing using programmable variable - rate up/down counter (Programmable variable-rate up/down counter를 사용한 신호처리가 가능한 Binary logarithms 발생을 위한 회로설계)

  • 이지영
    • The Journal of the Acoustical Society of Korea
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    • v.5 no.3
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    • pp.13-20
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    • 1986
  • 본 논문은 신호처리가 가능한 2진 로가리즘 상수를 발생시키기 위한 programmable variable-rate up/down 계수기의 설계를 기술한다. 2진수에 대한 밑수가 2인 로가리즘 계승의 적용은 결 과적으로 오차가 발생한다. log\sub 2\(1+χ)-χ에 의해 정의된 것처럼 log\sub 2\(1+χ)에서의 오차는 직선의 집합으로 갖게된다. 계수기 rate는 직선의 기울기에 비례한다. 그러므로 신호처리가 가능한 2진 로가리즘 상수는 programmable 계수기를 사용함으로써 쉽게 발생될 수 있다.

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A Carrier Frequency Synchronization Scheme for modified ATSC Systems (수정된 ATSC 전송 시스템을 위한 반송파 주파수 동기부 설계에 관한 연구)

  • Jeon, Young-Gon;Kim, Joon-Tae
    • Journal of Broadcast Engineering
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    • v.16 no.1
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    • pp.96-107
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    • 2011
  • Recently, studies of 3D HDTV broadcasting technology have been processed actively. Korea is making efforts to modify Advanced Television Systems Committee (ATSC) 8-Vestigial Side Band (8-VSB) systems for terrestrial 3D HDTV broadcasting services. We intend to adopt a new frame structure to use PN (Pseudo-Noise) sequence as frame header, and VSB modulation. PN sequence is used to recover carrier freqeuncy offset, carrier phase error. In this paper, we will describe this system as the modified ATSC systems. The receiver of the modified ATSC system should be able to estimate and recover carrier frequency offset exactly. A existing ATSC systems inserts pilot to recover carrier frequency offset, on the other hand the modified ATSC systems use PN sequence to recovery carrier frequency offset without the use of pilot. In this paper, we introduce carrier frequency recovery (CFR) scheme for the modified ATSC systems. The proposed CFR scheme is composed of coarse CFR scheme using Fitz algorithm and fine CFR scheme using a simple PN sequence correlation algorithm. And, the symbol information of QAM modulated signal is contained in both In-phase (I)channel and Quadrature-phase (Q)channel. However the symbol information of VSB modulated signal is contained in I channel, and Q channel is just Hilbert transform of I channel. For the reason, VSB modulated symbols can not have fixed phase like QAM modulated symbols, and VSB modulated symbols is more sensitive to carrier frequency offset. Therefore we perform phase correction of received PN sequence to improve performance.

Control of an Artificial Arm using Flex Sensor Signal (굽힘 센서신호를 이용한 인공의수의 제어)

  • Yoo, Jae-Myung;Kim, Young-Tark
    • Journal of the Korean Institute of Intelligent Systems
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    • v.17 no.6
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    • pp.738-743
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    • 2007
  • In this paper, a muscle motion sensing system and an artificial arm control system are studied. The artificial arm is for the people who lost one's forearm. The muscle motion sensing system detect the intention of motion from the upper arm's muscle. In sensing system we use flex sensors which is electrical resistance type sensor. The sensor is attached on the biceps brachii muscle and coracobrachialis muscle of the upper arm. We propose an algorithm to classify the one's intention of motions from the sensor signal. Using this algorithm, we extract the 4 motions which are flexion and extension of the forearm, pronation and supination of the arm. To verify the validity of the proposed algorithms we made experiments with two d.o.f. artificial arm. To reduce the control errors of the artificial arm we also proposed a fuzzy PID control algorithm which based on the errors and error rate.

Digital Fine Timing Tracker for Correlation Detection Receiver in IR-UWB Communication System (IR-UWB 시스템에서 상관 검출 수신기를 위한 디지털 미세 타이밍 추적기)

  • Ko Seok-Jun
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.9C
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    • pp.905-913
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    • 2006
  • In the impulse radio ultra-wideband communication systems, the residual timing offset exists when the acquisition and tracking of the timing synchronization is well done. And the offset affects the performance of the system dramatically. In order to compensate the offset, we present the digital phase-locked loop that uses the reference signal in the correlation detection receiver. First, we show the degradation of BER performance that is caused by the offset, and then compensation process of the timing tracker and performance improvement. In this paper, the timing detector in the tracker operates at the sampling period of frame level uses the correlation between received and reference signal. Also, we present the performance comparison by using the computer simulation results for different Gaussian monocycle pulses.

Analytic Derivation of the Finite Wordlength Effect of the Twiddle Factors in Recursive Implementation of the Sliding-DFT (SDFT 순환 구현 시 진동계수의 유한 비트 표현에 따른 오차영향 해석)

  • 김재화;장태규
    • The Journal of the Acoustical Society of Korea
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    • v.18 no.8
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    • pp.48-53
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    • 1999
  • This paper presents an analytic derivation of the erroneous effect when the sliding-DFT is implemented in a recursive way with the finite-bit approximation of the twiddle factors. The analysis result is obtained in a closed form equation of the noise-to-signal power ratio(NSR) employing the zero-mean white Gaussian signal as the target input of the DFT. The parameters of the wordlength used in representing the twiddle factors and the blocklength of the DFT appear in the NSR explicitly as its function variables. The derivation is based on the error dynamic equation which is derived from the recursive SDFT, and on the analytic exploration of the statistical characteristics of the approximation coefficients treating them as random variables of having spatial distributions. The analytically derived results are verified through the comparison with the data actually measured from the computer simulation experiment.

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A Study on Look Error Estimation and Adaptive Array Angle Estimation (지향 오차 추정과 적응 배열 입사방향 추정 방법에 대한 연구)

  • Lee, Kwan-Hyeong;Song, Woo-Young;Lee, Myung-Ho
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.9
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    • pp.155-162
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    • 2011
  • It is using to incident angle estimation technique in order to target estimation in radar. This paper was estimated incident angle estimation for target using adaptive array incident angle and single look error incident angle estimation technique. We estimated signal incident angle of target to removal main lobe and side lobe to adaptive array incident angle technique. It is difficult to correctly target estimation because single look technique increase direction error of signal incident angle. In order to receive a desired target signal must be not almost look error between signal incident angle and look angle. we had decreased to occur a look error using delay time and single look condition to calculation a covariance when incident angle estimate. Through simulation, we show that the proposed incident angle estimation technique improves the performance of target estimation compared to previous method.

A Study in Seismic Signal Analysis for the First Arrival Picking (초동발췌를 위한 탄성파 신호분석연구)

  • Lee, Doo-Sung
    • Geophysics and Geophysical Exploration
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    • v.10 no.2
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    • pp.131-137
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    • 2007
  • With consideration of the first arrival picking methodology and inherent errors in picking process, I propose, from the computerization point of view, a practical algorithm for picking and error computation. The proposed picking procedure consists of 2-step; 1) picking the first coherent peak or trough events, 2) derive a line which approximates the record in the interval prior to the pick, and set the intercept time of the line as the first break. The length of fitting interval used in experiment, is few samples less than 1/4 width of the arriving wavelet. A quantitative measure of the error involved in first arrival picking is defined as the time length that needed to determine if an event is the first arrival or not. The time length is expressed as a function of frequency bandwidth of the signal and the S/N ratio. For 3 sets of cross-well seismic data, first breaks are picked twice, by manually, and by the proposed method. And at the same time, the error bound for each trace is computed. Experiment results show that good performance of the proposed picking method, and the usefulness of the quantitative error measure in pick-quality evaluation.