• 제목/요약/키워드: Suppression Methods

검색결과 737건 처리시간 0.022초

그라운드-롤 제거를 위한 CNN과 GAN 기반 딥러닝 모델 비교 분석 (Comparison of CNN and GAN-based Deep Learning Models for Ground Roll Suppression)

  • 조상인;편석준
    • 지구물리와물리탐사
    • /
    • 제26권2호
    • /
    • pp.37-51
    • /
    • 2023
  • 그라운드-롤(ground roll)은 육상 탄성파 탐사 자료에서 가장 흔하게 나타나는 일관성 잡음(coherent noise)이며 탐사를 통해 얻고자 하는 반사 이벤트 신호보다 훨씬 큰 진폭을 가지고 있다. 따라서 탄성파 자료 처리에서 그라운드-롤 제거는 매우 중요하고 필수적인 과정이다. 그라운드-롤 제거를 위해 주파수-파수 필터링, 커브릿(curvelet) 변환 등 여러 제거 기술이 개발되어 왔으나 제거 성능과 효율성을 개선하기 위한 방법에 대한 수요는 여전히 존재한다. 최근에는 영상처리 분야에서 개발된 딥러닝 기법들을 활용하여 탄성파 자료의 그라운드-롤을 제거하고자 하는 연구도 다양하게 수행되고 있다. 이 논문에서는 그라운드-롤 제거를 위해 CNN (convolutional neural network) 또는 cGAN (conditional generative adversarial network)을 기반으로 하는 세가지 모델(DnCNN (De-noiseCNN), pix2pix, CycleGAN)을 적용한 연구들을 소개하고 수치 예제를 통해 상세히 설명하였다. 알고리듬 비교를 위해 동일한 현장에서 취득한 송신원 모음을 훈련 자료와 테스트 자료로 나누어 모델을 학습하고, 모델 성능을 평가하였다. 이러한 딥러닝 모델은 현장자료를 사용하여 훈련할 때, 그라운드-롤이 제거된 자료가 필요하므로 주파수-파수 필터링으로 그라운드-롤을 제거하여 정답자료로 사용하였다. 딥러닝 모델의 성능 평가 및 훈련 결과 비교는 정답 자료와의 유사성을 기본으로 상관계수와 SSIM (structural similarity index measure)과 같은 정량적 지표를 활용하였다. 결과적으로 DnCNN 모델이 가장 좋은 성능을 보였으며, 다른 모델들도 그라운드-롤 제거에 활용될 수 있음을 확인하였다.

Mouse cell에서 형개연교탕(荊芥連翹湯)의 iNOS 생성 억제 효과 (The effects of Hyunggaeyungyo-tang of suppression of iNOS production on RAW 264.7cell)

  • 박정훈;김종채;홍승욱
    • 한방안이비인후피부과학회지
    • /
    • 제24권1호
    • /
    • pp.78-85
    • /
    • 2011
  • Background and Objectives : The aim of this study was to investigate anti-inflammatory and anti-oxidant effects of Hyunggaeyungyo-tang(HYT) on RAW 264.7 cells. Material and Methods : Two types of experiments were implemented for this study: first, the experiment to study the anti-oxidant effect of HYT using riboflavin; second, in vitro experiment to investigate the suppression of NF-${\kappa}$B activation using RAW 264.7 cells (I${\kappa}$B kinase and induce nitric oxide synthase mRNA expression) Results : 1. The anti-oxidant effects of HYT was dose-dependantly increased. 2. The RAW 264.7cells were treated with LPS for 1 hours prior to the addition of indicated concentrations(0.4,-1.0mg/$m\ell$) of HYT, and the cells were further incubated for 24 hours. The LPS-induced IKK & iNOS mRNA expression were dose-dependantly decreased in HYT treated RAW 264.7cells. Conclusion : The results suggest that HYT is significantly effective in the treatment of inflammation through the suppression of NF-${\kappa}$B activation and iNOS production.

머시응고에 대한 속도감쇠 기법이 정상상태 머시영역에 미치는 영향 (Effect of the Velocity Suppression Techniques for a Mushy Solidification on Steady-state Mushy Region)

  • 김우승;김덕수
    • 대한기계학회논문집B
    • /
    • 제22권12호
    • /
    • pp.1657-1668
    • /
    • 1998
  • In the analysis of a mushy solidification system with natural convection using a fixed grid method, the enthalpy method has been used to account for the release of latent heat. The variable viscosity, Darcy source, and hybrid methods have been employed for the velocity suppression in a mushy region. The choice of the values of solid viscosity and permeability constant in conjunction with the Darcy source term plays an important role in forming the location and shape of the phase boundaries. In this work the effects of these major parameters related to steady-state behavior in the system of mushy solidification are investigated through a simple test problem. The effective specific heat based on the spatial gradients of the enthalpy and temperature is adopted for the treatment of the release of latent heat. The effects of the Prandtl and Rayleigh numbers on the shape of mushy region are examined using the hybrid method.

이정환의 $NF-{\kappa}B$ 활성화 기전을 통한 COX-2 저해 기전 (Inhibition of COX-2 gene expression via $NF-{\kappa}B$ pathway by Ichungwhan)

  • 손명용;정지천
    • 대한한의학회지
    • /
    • 제25권3호
    • /
    • pp.90-98
    • /
    • 2004
  • Objectives : The present study was undertaken to investigate the molecular mechanisms of Ichungwhan for inhibition of cyclooxygenase-2 (COX-2) gene expression via suppression of NF-κB (nuclear factor κB) using aged rats. NF-κB is the most important modulator of inflammation and NF-κB regulates the gene expression of several pro-inflammatory cytokines, such as COX-2. Methods : In the experiment, we investigated the scavenging property of Ichungwhan on reactive species (RS) including nitrogen-derived species (RNS), measured by DCF-DA (2,7-dichlorodihydrofluorexcein diacetate) / DHR 123 (dihydrorhodamine 123) assay. Protein expression levels of COX-2, NF-κB, p-ERK and p-p38 were assayed by western blot. Results : We showed that Ichungwhan inhibits RS including RNS and inhibits NF-κB activation by blocking the dissociation of inhibitory IκB-β via suppression of IKK pathway. Also, Ichungwhan inhibits COX-2 gene expression. Conclusions : These findings suggest that Ichungwhan modulates COX-2 gene expression via suppression of the NF-κB pathway.

  • PDF

Adaptive Selective Compressive Sensing based Signal Acquisition Oriented toward Strong Signal Noise Scene

  • Wen, Fangqing;Zhang, Gong;Ben, De
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제9권9호
    • /
    • pp.3559-3571
    • /
    • 2015
  • This paper addresses the problem of signal acquisition with a sparse representation in a given orthonormal basis using fewer noisy measurements. The authors formulate the problem statement for randomly measuring with strong signal noise. The impact of white Gaussian signals noise on the recovery performance is analyzed to provide a theoretical basis for the reasonable design of the measurement matrix. With the idea that the measurement matrix can be adapted for noise suppression in the adaptive CS system, an adapted selective compressive sensing (ASCS) scheme is proposed whose measurement matrix can be updated according to the noise information fed back by the processing center. In terms of objective recovery quality, failure rate and mean-square error (MSE), a comparison is made with some nonadaptive methods and existing CS measurement approaches. Extensive numerical experiments show that the proposed scheme has better noise suppression performance and improves the support recovery of sparse signal. The proposed scheme should have a great potential and bright prospect of broadband signals such as biological signal measurement and radar signal detection.

홍삼(紅蔘) 총사포닌과 의이인(薏苡仁) 혼합물이 비만(肥滿) 치료 및 억제에 미치는 영향 (Effect of the Combination of Total Saponin of Red Ginseng and Coisis Semen for the Prevention and Treatment of Obesity)

  • 김인경;민상연;김장현
    • 대한한의학회지
    • /
    • 제30권1호
    • /
    • pp.17-25
    • /
    • 2009
  • Objectives: This study was on the pharmaceutical components in purified ginseng total saponin (GTS), coisis semen (CS), the combination of these drugs, and the major component of coicis coixol for the prevention and treatment of obesity. Methods: In this study, to evaluate the effect on the suppression of obesity, high fat diet-induced obese rats were treating with the drugs, the effects on the balance of energy and diet activity were examined, and the change of weight, the change of the intake of diet, body fat rate, etc. were assessed. Results: The results demonstrate that in high fat diet-induced obese white rats, the combination treatment of ginseng total saponin and coicis was effective in suppression of weight gain, reduction of intake of food, and reduction of body fat. Conclusions: The results suggest that a combination treatment with major components of red ginseng total saponin and coicis may be used therapeutically for the suppression and treatment of obesity.

  • PDF

인공위성의 3축 모델링과 진동억제를 포함한 소각선회 (3-Axis Modeling and Small Angle Maneuver Including Vibration Suppression for a Satellite)

  • 이대우;조겸래
    • 한국항행학회논문지
    • /
    • 제4권2호
    • /
    • pp.103-113
    • /
    • 2000
  • 유연체 부착물을 갖는 인공위성의 수학적 모델링에 관한 방법은 몇 가지들이 있다. 본 논문에서는 FEM에 비해 차수가 낮아 계산시간을 줄일 수 있는 근사화 방법중 하나인 추측모드법을 사용한 하이브리드 라그랑지 방정식을 유도하였다. 이것들은 각속도에 관한 세개의 식들과 유연변위에 관한 두개의 식들로 이루어지며, 위성 본체와 태양전지판의 상호작용을 표현한다. 자세제어에 있어서, 제어법칙은 제어입력뿐만 아니라 진동억제를 포함한 성능지수를 최소화하도록 설계하였다. 이 목적을 위해 본 논문은 LQG와 LQG/LTR 제어기를 사용하였고, 결과로는 진동억제를 고려한 소각선회 성능을 보여준다. 특히, 본 논문에서는 특이시스템을 특이값 분리에 의한 비특이시스템 가정법을 통한 LQG/LTR 설계를 보여준다.

  • PDF

벡터필드 유도기법이 적용된 다수 무인기를 이용한 적 방공망 제압 임무의 실험적 검증 (Experimental Validation of Multiple UAVs with Vector Field Guidance for SEAD(Suppression of Enemy Air Defense))

  • 정우영;김기덕;이성헌;방효충
    • 한국항공우주학회지
    • /
    • 제43권3호
    • /
    • pp.282-287
    • /
    • 2015
  • 현대전에서 적 방공망 제압 임무는 과거에 비해 그 중요성이 점차 부각되고 있다. 그러나 본 임무는 적의 방공망에 아군의 항공기와 조종사가 노출되는 위험을 안고 있어, 아군의 피해를 최소화하면서 효과적으로 임무를 수행할 수 있도록 하는 연구가 활발히 진행되고 있다. 본 논문에서는 이러한 연구의 일환으로써, 벡터필드 유도기법을 이용하여, 다수 무인기의 적 방공망 제압 임무를 설계하였다. 벡터필드 유도기법은 다른 유도기법들에 비하여 계산 량이 적고 쉽게 응용이 가능한 이점이 있어, 다수 무인기 운용에 해당 기법을 적용하는 경우 무인기간의 상호 협동을 통한 다양한 형태의 임무를 계획할 수 있다. 따라서 벡터필드 유도기법을 이용한 다수 무인기의 적 방공망 제압 임무의 설계방법을 제시함과 동시에, 비행실험을 통하여 그 운용 가능성을 확인해 보았다.

선박 거주구역용 소화시스템의 전산 시뮬레이션 (COMPUTATIONAL SIMULATION OF FIRE SUPPRESSION SYSTEM FOR CABINS OF SHIPBOARD ENCLOSURE)

  • 정인수;정희택;한용식
    • 한국전산유체공학회지
    • /
    • 제21권4호
    • /
    • pp.40-45
    • /
    • 2016
  • The numerical simulation has been performed to predict the performance of the fire suppression system for cabin of shipboard enclosure. The present study aims ultimately at finding the optimal parametric conditions of the mist-injecting nozzles using the CFD methods. The open numerical code was used for the present simulation named as FDS (Fire Dynamics Simulator). Application has been done to predict the interaction between water mist and fire plume. In this study, the passenger cabin was chosen as simulation space. The computational domains for simulation in the passenger cabin were determined following the fire scenario of IMO rules. The full scale of the flow field is $W{\times}L{\times}H=4{\times}3{\times}2.4m^3$ with a dead zone of $W{\times}L{\times}H=1.22{\times}1.1{\times}2.4m^3$. The water mist nozzle is installed in ceiling center of 2.3 m height from the floor, and there are six mattresses and four cushions in the simulation space. The combination patterns of orifices to the main nozzle and the position to install nozzles were chosen as the simulation parameters for design applications. From the present numerical results, the centered-located nozzles having evenly combined orifices were shown as the best performance of fire suppression.