• Title/Summary/Keyword: network separation

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A New Algorithm for Extracting Voluntary Component and Evoked Component from Mixed EMG (복합근전도로부터 자발성분과 유발성분을 추출하기 위한 알고리즘 개발)

  • Song, T.;Hwang, S.H.;Khang, G.
    • Journal of Biomedical Engineering Research
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    • v.29 no.6
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    • pp.502-511
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    • 2008
  • This study was designed to develop a new algorithm to extract the voluntary EMG and the evoked EMG from a mixed EMG generated when the muscle is stimulated both voluntarily and by electrical stimulation in the FES system. The proposed parallel filter algorithm consists of three phases: (1) Fourier transform of the mixed EMG, (2) multiplication of the transformed signal to two frequency functions, and (3) inverse Fourier transform. Four incomplete spinal cord injured patients participated in the experiments to evaluate the algorithm by measuring the knee extensor torque and the EMG signals from the quadriceps. Two functions of the algorithms were evaluated: (1) extraction of the evoked EMG and (2) the voluntary EMG from the mixed EMG. The results showed that the algorithm enabled us to separate the two EMG components in real time from the mixed EMG. The algorithm can and will be used for estimating the voluntary torque and the evoked torque independently through an artificial neural network based on the two EMG components, and also for generating a trigger signal to control the on/off time of the FES system.

Rheological Behaviour of Water-in-Oil Emulsions using Quaternium-18 Hectorite (쿼터늄-18 헥토라이트를 사용한 Water-in-Oil 에멀젼의 유변학적 거동)

  • Cho, Wan-Goo;Kim, Byung-Soo
    • Journal of the Korean Applied Science and Technology
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    • v.26 no.4
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    • pp.407-414
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    • 2009
  • Water-in-Oil (W/O) emulsions are widely used in cosmetics. However, O/W (Oil-in-Water) emulsions are generally superior to W/O emulsions in terms of stability. In this study, we investigated the changes of viscosity, the size of emulsion droplets, and rheological properties of emulsions prepared using distearyldimonium chloride (DDC), magnesium aluminum silicate (MAS) and quaternium-18 hectorite (QH). In addition to the changes of the composition, we tested the condition of homogenization including rotation per minute of the mixer and the mixing time. The viscosity of emulsions with DDC and AMS were not changed with time and the stability of emulsions was stable during the storage time. However, the fluidity of emulsions were low due to the forming gel network in the emulsions. The gelling power of the emulsions with QH was rather weaker than that of the emulsions with DDC and MAS. The viscosity of emulsions with QH was gradually reduced and the phase separation of emulsions with high concentration of oil was observed throughout the storage time, however, the stability of emulsions with DDC, MAS and QH was excellent, the fluidity of emulsions was enhanced, and the viscosity of emulsions was sustained for a long time after setting of emulsions.

Signs of Birth in Korean Medicine (임산징후(臨産徵候)에 대한 한의학적(韓醫學的) 고찰(考察))

  • Yoon, Eunkyung
    • Journal of Korean Medical classics
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    • v.33 no.4
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    • pp.131-145
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    • 2020
  • Objectives : This paper discusses Normal Birth in the Korean Medical context with a focus on bodily phenomena, with an aim to shed new light on what happens to mothers and the fetuses at the time of birth. Methods : Based on contents in the medical classics, changes that happen to the mother's body and their mechanisms were examined, followed by changes that happen in the fetus. The developments that happen to the fetus in the final month of pregnancy were studied in relation to aforementioned findings on the mother. Results : Signs of birth presented in the mother's body are manifestations of bodily changes that happen in a network with certain channels/meridians and viscera/bowels surrounding the uterus. The fetus prepares for birth as well, moving downwards into the mother's pelvis and his/her shen(神) getting prepared for separation from the mother's body. Conclusions : The birth process is not a race towards a finish line that ends with the birth of the fetus. It is rather a time wherein necessary changes in both the mother and the fetus takes place for a smooth and healthy birth.

A CLB based CPLD Low-power Technology Mapping Algorithm consider Area and Delay time (면적과 지연 시간을 고려한 CLB 구조의 CPLD 저전력 기술 매핑 알고리즘)

  • 김재진;조남경;전종식;김희석
    • Proceedings of the IEEK Conference
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    • 2003.07b
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    • pp.1169-1172
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    • 2003
  • In this paper, a CLB-based CPLD low-power technology mapping algorithm consider area and delay time is proposed. To perform low power technology mapping for CPLD, a given Boolean network have to be represented to DAG. The proposed algorithm are consist of three step. In the first step, TD(Transition Density) calculation have to be performed. In the second step, the feasible clusters are generated by considering the following conditions: the number of output, the number of input and the number of OR-terms for CLB(Common Logic Block) within a CPLD. The common node cluster merging method, the node separation method, and the node duplication method are used to produce the feasible clusters. In the final step, low power technology mapping based on the CLBs is packing the feasible clusters into the several proper CLBs. The proposed algorithm is examined by using benchmarks in SIS. In the case of that the number of OR-terms is 5, the experiments results show that reduce the power consumption by 30.73% comparing with that of TEMPLA, and 17.11% comparing with that of PLAmap respectively.

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Web-based Information System Construction of Animal Manure Matching Service for Recycling Agriculture (경축순환농업을 위한 가축분뇨 자원화 웹기반 정보은행 구축)

  • Ryoo, Jong-Won;Choi, Deog-Cheon
    • Korean Journal of Organic Agriculture
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    • v.21 no.1
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    • pp.1-18
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    • 2013
  • Animal and crop production systems were integrated on a single farm. This integrated farming system recycled nutrients on the farm. The separation of animal and crop production with the introduction of cheap commercial fertilizers, farms were not used land-applied manure. The on-line manure matching is one of the emerging business in the achievement of recycling and resource recovery. The manure matching actively promotes the reuse and recycling of by-products and manure. This study constructs to manure matching information system to solve the exchange problems between herders and croppers. Manure matching web sites designed. This paper introduces a web-based animal manure matching system. A manure matching service, part of the manure transport, links farmers who produce excess manure with farmers who can use the manure. Farmers registered with the service have requested manure. The manure matching service supports the transport project by linking farmers with excess manure with those farmers who can utilize the manure safely as a nutrient source. The goal of the service is to protect water quality by fostering efficient land application. Benefits to those who use the manure network include reduced disposal costs, lower purchase costs and recycling of manure. The manure matching is based on the principle that 'one persons waste is another person's fertilizer.' It provides a free online matchmaking service for environmentally safe manure recycling management system.

CNN based Sound Event Detection Method using NMF Preprocessing in Background Noise Environment

  • Jang, Bumsuk;Lee, Sang-Hyun
    • International journal of advanced smart convergence
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    • v.9 no.2
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    • pp.20-27
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    • 2020
  • Sound event detection in real-world environments suffers from the interference of non-stationary and time-varying noise. This paper presents an adaptive noise reduction method for sound event detection based on non-negative matrix factorization (NMF). In this paper, we proposed a deep learning model that integrates Convolution Neural Network (CNN) with Non-Negative Matrix Factorization (NMF). To improve the separation quality of the NMF, it includes noise update technique that learns and adapts the characteristics of the current noise in real time. The noise update technique analyzes the sparsity and activity of the noise bias at the present time and decides the update training based on the noise candidate group obtained every frame in the previous noise reduction stage. Noise bias ranks selected as candidates for update training are updated in real time with discrimination NMF training. This NMF was applied to CNN and Hidden Markov Model(HMM) to achieve improvement for performance of sound event detection. Since CNN has a more obvious performance improvement effect, it can be widely used in sound source based CNN algorithm.

Quench characteristics of YBCO thin films using magnetic field source for superconducting fault current limiters

  • Lee, B.W.;Park, K.B.;Kang, J.S.;Oh, I.S.
    • Progress in Superconductivity and Cryogenics
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    • v.6 no.2
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    • pp.11-14
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    • 2004
  • YBCO thin films have good characteristics for current limiting materials due to compact size and high current carrying capability. But the irregularities and the extreme thin thickness of YBCO films cause some difficulties in simultaneous quench and thermal shock protection. In order to solve these problems, vertical magnetic field generated from solenoid coil was applied to the YBCO element. And also to minimize the inductance caused by the serial connection of magnetic field source with superconducting elements, magnetic field source was separated from the power lines adapting protective current transformer. In this study, electric field-current (E-I) and quench characteristics of YBCO films were analyzed both by electrical measuring method and observations of bubble propagation. From the experiment results, it was revealed that the magnetic fields generated by surrounding coil could induce the uniform quench distribution for all stripes of current limiting units and finally simultaneous quenches were realized in all serial connection of YBCO elements. In addition, the separation of magnetic field source form electrical network could be good solution for simultaneous quench of YBCO films without any unnecessary effect caused by serial connection.

VRML image overlay method for Robot's Self-Localization (VRML 영상오버레이기법을 이용한 로봇의 Self-Localization)

  • Sohn, Eun-Ho;Kwon, Bang-Hyun;Kim, Young-Chul;Chong, Kil-To
    • Proceedings of the KIEE Conference
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    • 2006.04a
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    • pp.318-320
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    • 2006
  • Inaccurate localization exposes a robot to many dangerous conditions. It could make a robot be moved to wrong direction or damaged by collision with surrounding obstacles. There are numerous approaches to self-localization, and there are different modalities as well (vision, laser range finders, ultrasonic sonars). Since sensor information is generally uncertain and contains noise, there are many researches to reduce the noise. But, the correctness is limited because most researches are based on statistical approach. The goal of our research is to measure more exact robot location by matching between built VRML 3D model and real vision image. To determine the position of mobile robot, landmark-localitzation technique has been applied. Landmarks are any detectable structure in the physical environment. Some use vertical lines, others use specially designed markers, In this paper, specially designed markers are used as landmarks. Given known focal length and a single image of three landmarks it is possible to compute the angular separation between the lines of sight of the landmarks. The image-processing and neural network pattern matching techniques are employed to recognize landmarks placed in a robot working environment. After self-localization, the 2D scene of the vision is overlaid with the VRML scene.

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First Principles Study on Hydrolysis of Hazardous Chemicals PCl3 and POCl3 Catalyzed by Water Molecules (제일원리 계산을 통한 유해화학물질 PCl3와 POCl3의 물분자 촉진 수화반응 연구)

  • Jeong, Hyeon-Uk;Gang, Jun-Hui;Jeon, Ho-Je;Han, Byeong-Chan
    • Proceedings of the Korean Institute of Surface Engineering Conference
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    • 2017.05a
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    • pp.126-126
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    • 2017
  • Using first principles calculations we unveil fundamental mechanism of hydrolysis reactions of two hazardous chemicals $PCl_3$ and $POCl_3$ with molecular water clusters nearby. It is found that the water molecules play a key role as a catalyst significantly lowing the activation barriers by transferring its protons to the reaction intermediates. Interestingly, torsional angles of molecular complexes at transition states are identified as a vital descriptor on the reaction rate. Analysis of charge distribution over the complexes further reinforces the finding with atomic level correlation between the torsional angle and variation of the orbital hybridization state of P in the complex. Electronic charge separation (or polarization) enhances thermodynamic stability of the activated complex at transition state and reduces the activation energy through hydrogen bonding network with water molecules nearby. Calculated potential energy surfaces (PES) for the hydrolysis reactions of $PCl_3$ and $POCl_3$ depict their two contrastingly different profiles of double- and triple-deep wells, respectively. It is ascribed to the unique double-bonding O=P in the $POCl_3$. Our results on the activation free energy show well agreements with previous experimental data within $7kcalmol^{-1}$ deviation.

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A secure and effective scheme providing comprehensive forward security to LTE/SAE X2 handover key management

  • Sun, Bangyi;Chu, Jianfeng;Hu, Liang;Li, Hongtu;Shi, Guangkun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.9
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    • pp.4609-4623
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    • 2017
  • The commercialization of LTE/SAE technologies has begun a new era in which data can be transmitted at remarkably high rates. The security of the LTE/SAE network, however, remains problematic. The forward security in LTE/SAE X2 handover key management can be threatened by key compromise and de-synchronization attacks as base station in public spaces can be compromised. This study was conducted to address the lack of forward key security in X2 handover key management in scenarios in which an adversary controls a legal base station. We developed the proposed X2 handover key management by changing the parameter in the renewing step and adding a verification step. We compare the security and performance of our proposal with other similar schemes. Our enhancement scheme ensures forward separation security accompanied by favorable signal and computation load performance.