• Title/Summary/Keyword: Signal reduction

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EFFICIENT SPECKLE NOISE FILTERING OF SAR IMAGES (SAR 영상의 SPECKLE 잡음 제거)

  • 김병수;최규홍;원중선
    • Journal of Astronomy and Space Sciences
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    • v.15 no.1
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    • pp.175-182
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    • 1998
  • Any classification process using SAR images presupposes the reduction of multiplicative speckle noise, since the variations caused by speckle make it extremely difficult to distinguish between neighboring classes within the feature space. Therefore, several adaptive filter algorithms have been developed in order to distinguish between them. These algorithms aim at the preservation of edges and single scattering peaks, and smooths homogeneous areas as much as possible. This task is rendered more difficult by the multiplicative nature of the speckle noise the signal variation depends on the signal itself. In this paper, LEE(Lee 1908) and R-LEE(Lee 1981) filters using local statistics, local mean and variance, are applied to RADARSAT SAR images. Also, a new method of speckle filtering, EPOS(Edge Preserving Optimal Speckle)(Hagg & Sties 1994) filter based on the statistical properties of speckle noise is described and applied. And then, the results of filtering SAR images with LEE, R-LEE and EPOS filters are compared with mean and median filters.

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Effect of Mild Hypothermia on the Mitogen Activated Protein Kinases in Experimental Stroke

  • Han, Hyung-Soo
    • The Korean Journal of Physiology and Pharmacology
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    • v.8 no.4
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    • pp.187-194
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    • 2004
  • Middle cerebral artery occlusion (MCAO) results in cell death by activation of complex signal pathways for cell death and survival. Hypothermia is a robust neuroprotectant, and its effect has often been attributed to various mechanisms, but it is not yet clear. Upstream from the cell death promoters and executioners are several enzymes that may activate several transcription factors involved in cell death and survival. In this study, we immunohistochemically examined the phosphorylation of mitogen-activated protein kinase, extracellular signal-regulated kinase (ERK), c-Jun N-terminal kinase (JNK) and p38 kinase during early period of the ischemic injury, following 2 hours (h) of transient MCAO. Increased phosphorylation of ERK and p38 was observed in the vessels at 3 h, neuron-like cells at 6 and 12 h and glia-like cells at 12 h. Activation of JNK was not remarkable, and a few cells showed active JNK following ischemia. Phosphorylation of Elk-1, a transcription factor, was reduced by ischemic insult. Hypothermia attenuated the activation of ERK, p38 and JNK, and inhibited reduction of Elk-1. These data suggest that signals via different MAPK family members converge on the cell damage process and hypothermia protects the brain by interfering with these pathways.

Noise Reduction of Digital Image Using Wavelet Coefficient (웨이블릿 계수를 이용한 디지털영상에서의 잡음제거)

  • 남현주;최승권;신승수;조용환
    • Proceedings of the Korea Contents Association Conference
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    • 2003.05a
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    • pp.376-382
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    • 2003
  • Recently, there have been many types of wavelet transformations proposed to remove the noise from an signal and image data By using feature of seperating the noise from the original image the Wavelet transformations can retain the edges of the images The wavelet analysis is complete when the basis function is coded into the wavelet This Thesis describes a method of using wavelet transformation to remove the noise from an image signal. Although the wavelet transformation proposed by Donoho and Johnstone works, it does not reliably remove all the noise from the images. So this thesis propose an algorithm that selected Wavelet Shrinkgae and threshold according to the features of bands and amplitude of noise.

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Performance Analysis of SLM Method for PAR Reduction Based on OFDM System (OFDM 시스템에서 PAR 감소를 위한 SLM 기법의 성능 분석)

  • Lee, Sang-Geun;Lee, Yoon-Hyun;Jin, Seong-Woo
    • Journal of Advanced Navigation Technology
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    • v.10 no.1
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    • pp.20-25
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    • 2006
  • In these days, OFDM(Orthogonal Frequency Division Multiplexing) is adopted to support high-speed data communication based on multi-path RF channel, but it has some weak point. One of those is that it has a higher PAR(peak-to-average power ratio) compared with single-carrier method. If some PAR of the transmitted signal is high, nonlinear amplitude distortion has occurred when it pass through the HPA(high power amplifier). There is a solution to prevent nonlinear distortion using higher peak power HPA, but it makes inefficiency and a cost problem. In this paper, we choose the SLM(Selected Mapping) scheme, which transmit the lowest PAR signal after OFDM symbol mapping, in various schemes reducing PAR for OFDM system. And we derived the performances of SLM method in fading channel through computer simulations.

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Multiple Decision Model for Image Denoising in Wavelet Transform Domain (웨이블릿 변환 영역에서 영상 잡음 제거를 위한 다중 결정 모델)

  • 엄일규;김유신
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.7C
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    • pp.937-945
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    • 2004
  • A binary decision model which is used to denoising has demerits to measure the precise ratio of signal to noise because of only a binary classification. To supplement these demerits, complex statistical model and undecimated wavelet transform are generally exploited. In this paper, we propose a noise reduction method using a multi-level decision model for measuring the ratio of noise in noisy image. The propose method achieves good denoising performance with orthogonal wavelet transform because the ratio of signal to noise can be calculated to multi-valued form. In simulation results, the proposed denoising method outperforms 0.1dB in the PSNR sense than the state of art denoising algorithms using orthogonal wavelet transform.

A Study on the SSF algorithm improvement for the optical propagation simulation (광선로 전파방정식 계산을 위한 SSF 알고리즘 개선에 관한 연구)

  • 김민철;김종훈
    • Korean Journal of Optics and Photonics
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    • v.10 no.5
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    • pp.405-412
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    • 1999
  • We propose an effective algorithm, which can predict the detailed behavior of the intensity-modulated high speed optical signal after propagating through an optical fiber. The alogrithm is based on the SSF (Split Step Fourier) Method, however, the step size is automatically calibrated in each calculation step to reduce the number of calculations within given round-off error bound. Applying the algorithm to the 2.5 Gbps 100 km transmission and 10 Gbps 40 km transmission simulations, we achieved the calculation time reduction by maximum 1/120 and 1/56 of the calculation time by using the SSF fixed step algorithm previously known. The root-mean-square of the round-off error was kept within -30 dB compared to the signal level throughout the calculation.

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Current-Programmed Control of Three Phase PWM AC-AC Buck Converter

  • Choi, Nam-Sup;Li, Yulong
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.356-361
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    • 2005
  • In this paper, a new scheme of current programmed control for three phase PWM AC-AC converter is presented. Compared to duty-ratio voltage control, current programmed control has several advantages such as reduction of system order and inherent current protection. By considering only the magnitude components, the same scheme in the DC-DC converter can be extended to the three phase PWM AC-AC converter. Sensing the output voltage and the inductor current, an error signal will be generated by comparing the output voltage magnitude with a reference value. Then the error signal will be processed by a PI compensator to generate the current command. The converter switches will the change the state by a periodic clock pulse or at the instants when the inductor current magnitude reaches the current command. As an example case, the buck converter is treated. The converter analysis is carried out by applying the complex DQ circuit transformation to obtain basic physical insight into the converter operation and to establish some important characteristic equations for control purpose. The simulation with Simplorer shows the validity of the proposed scheme and the experimental results support the verification of the design.

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Intelligent IIR Filter based Multiple-Channel ANC Systems (지능형 IIR 필터 기반 다중 채널 ANC 시스템)

  • Cho, Hyun-Cheol;Yeo, Dae-Yeon;Lee, Young-Jin;Lee, Kwon-Soon
    • Journal of Institute of Control, Robotics and Systems
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    • v.16 no.12
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    • pp.1220-1225
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    • 2010
  • This paper proposes a novel active noise control (ANC) approach that uses an IIR filter and neural network techniques to effectively reduce interior noise. We construct a multiple-channel IIR filter module which is a linearly augmented framework with a generic IIR model to generate a primary control signal. A three-layer perceptron neural network is employed for establishing a secondary-path model to represent air channels among noise fields. Since the IIR module and neural network are connected in series, the output of an IIR filter is transferred forward to the neural model to generate a final ANC signal. A gradient descent optimization based learning algorithm is analytically derived for the optimal selection of the ANC parameter vectors. Moreover, re-estimation of partial parameter vectors in the ANC system is proposed for online learning. Lastly, we present the results of a numerical study to test our ANC methodology with realistic interior noise measurement obtained from Korean railway trains.

Structural Design of Data Packer for Error Reduction (오류 감소를 위한 구조적 데이터 패커 설계)

  • Ko, Young-Oog;Kim, Hyeoung-Kyun;Kim, Hwan-Yong
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.36C no.2
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    • pp.46-53
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    • 1999
  • In this paper, a packer is proposed for removing the bottle-neck effect and processing easy signal using a new algorithm with the operation frequency of 54MHz in processing HDTV video signal. To verify the performance of the proposed packer, DCT coefficient encoding block with ROM table using a combinational logic is designed and its output data are used as the input data of the packer.The proposed circuits, in this paper, are designed by using VHDL code and its modeling and simulation are performed with SYNOPSYS tool in $0.65{\mu}m$ design rule.

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Design and Analysis of Mixture Experiments for Ball Mix Selection in the Ball Milling (볼밀링에서 볼 배합비 선택을 위한 혼합물 실험계획 및 분석)

  • Kim, Seong-Jun;Choi, Jai Young;Shin, Hyunho
    • Journal of Korean Society for Quality Management
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    • v.42 no.4
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    • pp.579-590
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    • 2014
  • Purpose: Ball milling is a popular process for obtaining fine powders in the part and material industry. One of important issues in the ball milling is to produce particles with a uniform size. Although many factors affect uniformity of particles, this paper focuses on the choice of ball diameter. Consider a ball milling where balls can be taken with three different diameters. The purpose of this paper is to find a ball mix which minimizes the average particle size. Methods: Ball diameters are selected as 10mm, 3mm, and 0.5mm. In order to find an optimum mixing ratio, the method of mixture experiments is employed in this paper. Taguchi's signal-to-noise ratio (SNR) for smaller-the-better type is also used to analyze experimental data. Results: According to the experimental result, SNR is maximized when the ball mix is taken as either 7:3:0 or 6:4:0. Such mixing ratios can be technically validated in terms of porosity reduction. Conclusion: The ball mixing technique presented in this paper provides a useful way to improve the production efficiency with a low cost.