• Title/Summary/Keyword: measurement Noise

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A Fast Hierarchical Motion Vector Estimation Using Mean Pyramids (평균 피라미드를 이용한 계층적 고속 이동벡터 추정)

  • 남권문;김준식;박래홍;심영석
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.30B no.6
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    • pp.35-48
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    • 1993
  • In this paper, a hierarchical motion vector estimation algorithm using pyramidal structure is proposed. Using a smaller measurement window at each level of a pyramid than that of the conventional scheme, the proposed algorithm, based on the TSS(three step search), reduces the computational complexity greatly with its performance comparable to that of the TSS. By increasing the number of cnadidate motion vectors which are to be used as the initial search points for motion vector estimation at the next level, the performance improves further. Then the computational complexity of the proposed hierarchical algorithm depends on the number of candidate motion vectors, with its PSNR (peak signal to noise ratio) ranging between those of the TSS and the full search method. The simulation results with two different block sizes and various test sequences are given and its hardware implementation is also sketched.

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Survey of Pile Foundation Construction Practice in Korea and Ground Vibration induced by Pile Driving (말뚝기초 시공현황 조사와 항타진동측정)

  • 홍성완;이원제
    • Proceedings of the Korean Geotechical Society Conference
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    • 1992.03a
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    • pp.115-135
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    • 1992
  • The current design and construction practice prevailing in Korea has been investigated. From the survey the various problems at hand have been listed up and evaluated. The objectives of this research is to propose the means to solve the current problems from the result of the investigation. At the same time, the propagation characteristics of vibration and noise due to construction. especially pile driving. have been studied and the current regulation that restrict these construction nuisance has been investigated by field measurement.

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Improved Adaptive Neural Network Autopilot for Track-keeping Control of Ships: Design and Simulation

  • Nguyen, Phung-Hung;Jung, Yun-Chul
    • Journal of Navigation and Port Research
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    • v.30 no.4
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    • pp.259-265
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    • 2006
  • This paper presents an improved adaptive neural network autopilot based on our previous study for track-keeping control of ships. The proposed optimal neural network controller can automatically adapt its learning rate and number of iterations. Firstly, the track-keeping control system of ships is described For the track-keeping control task, a way-point based guidance system is applied To improve the track-keeping ability, the off-track distance caused by external disturbances is considered in learning process of neural network controller. The simulations of track-keeping performance are presented under the influence of sea current and wind as well as measurement noise. The toolbox for track-keeping simulation on Mercator chart is also introduced.

Reference Point Projection Method for Improved Dynamics of Solar Array Hardware Emulation

  • Wellawatta, Thusitha;Choi, Sung-Jin
    • Proceedings of the KIPE Conference
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    • 2018.07a
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    • pp.126-128
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    • 2018
  • Solar array simulator (SAS) is a special DC power supply that regulates the output voltage or current to emulate characteristics of photovoltaic (PV) panels. Especially, the control of SAS is a challenging task due to the nonlinearity in the output curve, which is dependent on irradiance as well as temperature and is determined by panel materials. Conventionally, both current-mode control and voltage-mode control should be alternated by partitioning the operating curve into multiple sections, which is not only for the measurement noise problem with the feedback sensing but also for the control stability issue near the maximum power point. However, the occurrence of transition among different controllers may deteriorate the overall performance. To eliminate the mode transitions, a novel single controller scheme has been introduced in this paper, where the reference operating projection technique enables simple, smooth and numerically stable control. Theoretical consideration on the loop stability issue is discussed and the performance is verified experimentally for the emulation of a PV panel data in view of stability and response speed.

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Robust Adaptive Control Systems by using Linear Programming in Parameter Estimaton. (선형계획법을 사용한 매개변수 추정방법에 의한 결실한 적응제어 시스템)

  • 최종호;이하정
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.37 no.5
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    • pp.311-318
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    • 1988
  • An adaptive control problem for a plant with unmodelled dynamics is studied. The upper bounds of the output due to the unmodelled dynamics and measurement noise is assumed to be known. This problem was studied by Middleton et al. They used a modified form of the least square method in estimating the plant paramaters. In this paper, the bounds of the parameters are estimated by linear programming and the parameters are estimated by the projetion type algorithm incorporating the bounds of the parameters. The stability of the proposed adaptive control system can be proved in nearly the same way as the proof of Middleton. The performance of the proposed method is found to be much better than the method of Midlleton's with respect to the parameter convergence and plant output in computer simulations.

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A Study of Optimum Electromagnetic Field Analysis and Application of the Electret Sensor Using Computer Simulation (컴퓨터 시뮬레이션에 의한 일렉트렛트 센서의 최적 전계 해석과 응용)

  • 정동회;김상걸;김성렬;김용주;김영천;이준웅
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 1998.06a
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    • pp.435-438
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    • 1998
  • In this paper, Electret is formed to range voltage -5[kV] to -8[kV] by corona charging in PTFE film and sensor is manufactured by method of moments in sensing infra sonic. Charges of charged film are calculated also TSC measurement and induced potential of sensing electrode according to the charges is become aware of computer simulation. Electret Infra Sonic Transducer, which is designed and manufactured according to the potential and electric field simulation in using method of moments, is proved as it is effectively. Because sensitivity that measured under 10[Hz] is that average value of sensitivity rising rate is 6.34 [dB/oct] as average value is $\pm$1 [dB/oct] range -5[kV] to -8[kV] in corona charging film. As a result, it is believed that characteristic of acquired transducer can be application of medical treatment, industry, and animal life researches and the study of noise elimination, what's more, is required.

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Vertex Detection Algorithm for three-dimensional object (3차원 물체의 정점 검출 알고리듬)

  • Choi, Byung-Keol;Moon, Sung-Hwan;Kang, Hoon
    • Proceedings of the KIEE Conference
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    • 1998.07g
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    • pp.2218-2221
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    • 1998
  • Data compression of 3 dimensional objects has limitations such as large data size, slow processing time, uncertainties of noise and measurement errors. Recently, along with activities of information transmission in internet, the researches in 3 dimensional information processing become a very important issue as the exchanges of large data are available. In this paper, we propose a data compression algorithm which first estimates the surfaces of 3 dimensional objects and then apply them to the FCV(Fuzzy c-Varieties) Clustering to obtain 3 dimensional edges and vertices, and represent the results.

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A State Estimator for servo system using discrete Kalman Filter (이산형 칼만 필터를 이용한 서보 시스템의 상태 추정자 설계)

  • Shin, Doo-Jin;Yum, Hyung-Sun;Huh, Uk-Youl;Lee, Je-Hie
    • Proceedings of the KIEE Conference
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    • 1998.11b
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    • pp.420-422
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    • 1998
  • In this paper, we propose a position-speed control of servo system with a state estimator. And also we utilized two mass modelling in order to deals with real system accurately. The overall control system consists of two parts: the position-speed controller and state estimator. The Kalman filter applied as state - feedback controller is an optimal state estimator applied to a dynamic system that involves random perturbations and gives a linear,unbiased and minimun error variance recursive algorithm to estimate the unknown state optimally. Therefore we consider the error problem about the servo system modelling, the measurement noise at low-speed ranges a stochastic system, and implement a optimal state observer. Performance of the proposed state estimator are demonstrated by computer simulations.

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Sensor placement strategy for high quality sensing in machine health monitoring

  • Gao, Robert X.;Wang, Changting;Sheng, Shuangwen
    • Smart Structures and Systems
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    • v.1 no.2
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    • pp.121-140
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    • 2005
  • This paper presents a systematic investigation of the effect of sensor location on the data quality and subsequently, on the effectiveness of machine health monitoring. Based on an analysis of the signal propagation process from the defect location to the sensor, numerical simulations using finite element modeling were conducted on a bearing test bed to determine the signal strength at several representative sensor locations. The results showed that placing sensors closely to the machine component being monitored is critical to achieving high signal-to-noise ratio, thus improving the data quality. Using millimeter-sized piezoceramic plates, the obtained results were evaluated experimentally. A comparison with a set of commercial vibration sensors verified the developed structural dynamics-based sensor placement strategy. It further demonstrated that the proposed shock wave-based sensing technique provided an effective alternative to vibration measurement, while requiring less space for sensor installation.

A two-stage damage detection method for truss structures using a modal residual vector based indicator and differential evolution algorithm

  • Seyedpoor, Seyed Mohammad;Montazer, Maryam
    • Smart Structures and Systems
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    • v.17 no.2
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    • pp.347-361
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    • 2016
  • A two-stage method for damage detection in truss systems is proposed. In the first stage, a modal residual vector based indicator (MRVBI) is introduced to locate the potentially damaged elements and reduce the damage variables of a truss structure. Then, in the second stage, a differential evolution (DE) based optimization method is implemented to find the actual site and extent of damage in the structure. In order to assess the efficiency of the proposed damage detection method, two numerical examples including a 2D-truss and 3D-truss are considered. Simulation results reveal the high performance of the method for accurately identifying the damage location and severity of trusses with considering the measurement noise.