• 제목/요약/키워드: Correspondence rate

검색결과 82건 처리시간 0.027초

Analysis and study of Deep Reinforcement Learning based Resource Allocation for Renewable Powered 5G Ultra-Dense Networks

  • Hamza Ali Alshawabkeh
    • International Journal of Computer Science & Network Security
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    • 제24권1호
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    • pp.226-234
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    • 2024
  • The frequent handover problem and playing ping-pong effects in 5G (5th Generation) ultra-dense networking cannot be effectively resolved by the conventional handover decision methods, which rely on the handover thresholds and measurement reports. For instance, millimetre-wave LANs, broadband remote association techniques, and 5G/6G organizations are instances of group of people yet to come frameworks that request greater security, lower idleness, and dependable principles and correspondence limit. One of the critical parts of 5G and 6G innovation is believed to be successful blockage the board. With further developed help quality, it empowers administrator to run many systems administration recreations on a solitary association. To guarantee load adjusting, forestall network cut disappointment, and give substitute cuts in case of blockage or cut frustration, a modern pursuing choices framework to deal with showing up network information is require. Our goal is to balance the strain on BSs while optimizing the value of the information that is transferred from satellites to BSs. Nevertheless, due to their irregular flight characteristic, some satellites frequently cannot establish a connection with Base Stations (BSs), which further complicates the joint satellite-BS connection and channel allocation. SF redistribution techniques based on Deep Reinforcement Learning (DRL) have been devised, taking into account the randomness of the data received by the terminal. In order to predict the best capacity improvements in the wireless instruments of 5G and 6G IoT networks, a hybrid algorithm for deep learning is being used in this study. To control the level of congestion within a 5G/6G network, the suggested approach is put into effect to a training set. With 0.933 accuracy and 0.067 miss rate, the suggested method produced encouraging results.

Recent research activities on hybrid rocket in Japan

  • Harunori, Nagata
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2011년도 제36회 춘계학술대회논문집
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    • pp.1-2
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    • 2011
  • Hybrid rockets have lately attracted attention as a strong candidate of small, low cost, safe and reliable launch vehicles. A significant topic is that the first commercially sponsored space ship, SpaceShipOne vehicle chose a hybrid rocket. The main factors for the choice were safety of operation, system cost, quick turnaround, and thrust termination. In Japan, five universities including Hokkaido University and three private companies organized "Hybrid Rocket Research Group" from 1998 to 2002. Their main purpose was to downsize the cost and scale of rocket experiments. In 2002, UNISEC (University Space Engineering Consortium) and HASTIC (Hokkaido Aerospace Science and Technology Incubation Center) took over the educational and R&D rocket activities respectively and the research group dissolved. In 2008, JAXA/ISAS and eleven universities formed "Hybrid Rocket Research Working Group" as a subcommittee of the Steering Committee for Space Engineering in ISAS. Their goal is to demonstrate technical feasibility of lowcost and high frequency launches of nano/micro satellites into sun-synchronous orbits. Hybrid rockets use a combination of solid and liquid propellants. Usually the fuel is in a solid phase. A serious problem of hybrid rockets is the low regression rate of the solid fuel. In single port hybrids the low regression rate below 1 mm/s causes large L/D exceeding a hundred and small fuel loading ratio falling below 0.3. Multi-port hybrids are a typical solution to solve this problem. However, this solution is not the mainstream in Japan. Another approach is to use high regression rate fuels. For example, a fuel regression rate of 4 mm/s decreases L/D to around 10 and increases the loading ratio to around 0.75. Liquefying fuels such as paraffins are strong candidates for high regression fuels and subject of active research in Japan too. Nakagawa et al. in Tokai University employed EVA (Ethylene Vinyl Acetate) to modify viscosity of paraffin based fuels and investigated the effect of viscosity on regression rates. Wada et al. in Akita University employed LTP (Low melting ThermoPlastic) as another candidate of liquefying fuels and demonstrated high regression rates comparable to paraffin fuels. Hori et al. in JAXA/ISAS employed glycidylazide-poly(ethylene glycol) (GAP-PEG) copolymers as high regression rate fuels and modified the combustion characteristics by changing the PEG mixing ratio. Regression rate improvement by changing internal ballistics is another stream of research. The author proposed a new fuel configuration named "CAMUI" in 1998. CAMUI comes from an abbreviation of "cascaded multistage impinging-jet" meaning the distinctive flow field. A CAMUI type fuel grain consists of several cylindrical fuel blocks with two ports in axial direction. The port alignment shifts 90 degrees with each other to make jets out of ports impinge on the upstream end face of the downstream fuel block, resulting in intense heat transfer to the fuel. Yuasa et al. in Tokyo Metropolitan University employed swirling injection method and improved regression rates more than three times higher. However, regression rate distribution along the axis is not uniform due to the decay of the swirl strength. Aso et al. in Kyushu University employed multi-swirl injection to solve this problem. Combinations of swirling injection and paraffin based fuel have been tried and some results show very high regression rates exceeding ten times of conventional one. High fuel regression rates by new fuel, new internal ballistics, or combination of them require faster fuel-oxidizer mixing to maintain combustion efficiency. Nakagawa et al. succeeded to improve combustion efficiency of a paraffin-based fuel from 77% to 96% by a baffle plate. Another effective approach some researchers are trying is to use an aft-chamber to increase residence time. Better understanding of the new flow fields is necessary to reveal basic mechanisms of regression enhancement. Yuasa et al. visualized the combustion field in a swirling injection type motor. Nakagawa et al. observed boundary layer combustion of wax-based fuels. To understand detailed flow structures in swirling flow type hybrids, Sawada et al. (Tohoku Univ.), Teramoto et al. (Univ. of Tokyo), Shimada et al. (ISAS), and Tsuboi et al. (Kyushu Inst. Tech.) are trying to simulate the flow field numerically. Main challenges are turbulent reaction, stiffness due to low Mach number flow, fuel regression model, and other non-steady phenomena. Oshima et al. in Hokkaido University simulated CAMUI type flow fields and discussed correspondence relation between regression distribution of a burning surface and the vortex structure over the surface.

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영상의 색온도와 향의 감성적 일치가 영상실감 향상에 미치는 효과 (The effects of emotional matching between video color-temperature and scent on reality improvement)

  • 이국희;이형철;안충현;기명석;김신우
    • 한국HCI학회논문지
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    • 제10권1호
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    • pp.29-41
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    • 2015
  • 3D 디스플레이, 진동, 서라운드 음향 등 다양한 감각자극을 활용한 영상실감 기술이 상용화되었으나, 후각을 사용한 영상의 실감향상에 대해서는 아직 뚜렷한 진전이 없다. 후각은 인간의 정서와 강하게 연합되어 있기 때문에, 이를 잘 활용한다면 높은 수준의 실감향상이 가능할 것으로 기대할 수 있다. 본 연구는 영상에 냄새를 암시하는 뚜렷한 대상(커피, 꽃 등)이 존재하지 않을 때, 영상의 색온도와 관련이 높은 향의 제시가 영상의 실감향상에 미치는 효과를 검증하였다. 이를 위해 먼저 48가지 향을 수집하여 1,500K (따뜻한) ~ 15,000K (차가운)의 색온도 척도를 통해 향과 색온도의 매칭을 실시하여, 따뜻한 혹은 차가운 색온도와 뚜렷한 매칭을 보인 향 8개 (따뜻한 향 4개, 차가운 향 4개)를 선정하였다 (실험 1). 이를 토대로 이미지와 영상에 따뜻한 (3,000K), 중립적인 (6,500K) 혹은 차가운 (14,000K) 색온도를 적용한 후, 따뜻한 혹은 차가운 향을 제시하여 향과 색온도의 일치도 (일치, 불일치, 중립)에 따라 실감이 얼마나 향상되는지 참가자들에게 7점 척도로 평정하게 하였다 (실험 2-3). 그 결과 향과 색온도가 일치할 때 참가자들은 불일치하거나 중립적일 때 보다 이미지와 영상의 실감을 더 높게 평가하였다. 본 연구는 영상에 후각 정보를 가진 구체적 대상이 없을 때에도 색온도 감성과 일치하는 향을 제공함으로써 영상실감 향상이 가능하다는 것을 보여준다는 점에서 중요한 실용적 가치가 있다.

초음파검사에서 비알콜성 지방간과 국소지방회피영역에 대한 GLCM Algorithm 영상분석 (GLCM Algorithm Image Analysis of Nonalcoholic Fatty Liver and Focal Fat Sparing Zone in the Ultrasonography)

  • 조진영;예수영
    • 대한방사선기술학회지:방사선기술과학
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    • 제40권2호
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    • pp.205-211
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    • 2017
  • 비알콜성 지방간에서 지방 간염으로 진행되는 확률이 높은 중등증 이상에서 적극적인 진단과 치료가 필요하다. 이에 본 연구에서는 비알콜성 지방간을 경도, 중등증, 중증으로 나누어 GLCM 알고리즘의 컴퓨터 분석기법을 이용하여 정량적인 방법으로 분류하였다. 또한 지방간 중에서 국소지방회피영역의 초음파영상의 특징을 알아보고자 하였다. 정상, 경도, 중등도, 중증지방간, 국소적 저지방영역, 각각 80증례를 대상으로 GLCM 알고리즘의 파라미터 중에 간초음파영상의 인식률이 높은 자기상관성, 편차의 제곱, 평균의 합, 분산의 합에 대한 값을 산출하였다. GLCM알고리즘의 파라미터 인식률의 결과는 평균 97.5%로 나타났다. 국소적 저지방 영상분석의 결과는 정상실질과 가장 유사한 값을 나타내었다. 초음파검사는 일차적인 선별검사법으로 쉽게 접근할 수 있지만 숙련도에 따라 검사방법의 정확도나 결과의 일치성 부분에서 차이가 있을 수 있다. GLCM알고리즘을 적용하여 지방간 정도를 정량적으로 분류할 수 있었으며, 국소적 저지방영역은 지방침착이 되지 않은 균질한 간실질임을 예측 가능하였다. 이러한 GLCM 컴퓨터영상분석이 지방간뿐만 아니라 다른 병변의 감별에도 중요한 정보를 제공할 것으로 판단한다.

정부개입이 의료제도에 미치는 영향 -1970-1990년을 중심으로- (The Effects of Government Intervention on Health Care System -1970-1990 in Korea-)

  • 이은표;문옥륜
    • 보건행정학회지
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    • 제4권2호
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    • pp.77-110
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    • 1994
  • This study is an empiriacl analysis of effects of government intervention on the health care delivery system in Korea. The purposes of this study are to find out the effects of government intervention on the per capita national health expenditure(per capita NHE), crude mortality rate(CMR), and institutional efficiency. Here, the institutional efficiency is defined as a formula shown below: log$\frac{100-curde mortality rate }{per capita NHE}$$\times$100. The formula indicates that the instiutional efficiency increases if the CMR and/or per capita NHE goes down. In the meantime the government intervention is measured by six independent variables: I) the degree of social developments, ii) the numberr of physicians per 100, 000 population, iii) the proportion of specialists among the total physicians, iv) the proportion of public expenditure among the NHE, v) the proportion of public beds to the total number of beds, vi) the proportion of physicians working at the public sector to the total number of physicians. In the above six independent variables iv), v) and vi) are the ones that reflect the degree of government intervention. In actual calculation, the two independent variables v) and vi) are integrated into a new variable based on one to one correspondence. The materials used are the time-series data from 1970 through 1990 in Korea. A path analysis and the time-series regression analysis were adopted to estimate and examine the causal relationship between variables involved. And decomposition of the effect of causal relationship is made to find net effect, direct and indirect effect. The major findings are as follows; 1. The effect of public expenditure, number of physicians per 100, 000 population, the proportion of specialists among the total physicians and social development shows a positive relationship with per capita NHE. Only if the government intervention would be counted, the effects of the number of physicians and the proportion of specialists succeed in containing per capita NHE. 2. In additionn to the above four variables, one additional variable, per capita NHE, was also responsible for the reduction of CMR. The factor of social development found to be the most potent predictor of the CMR reduction. However, the CMR reduction due to government intervention was negligible. 3. Meanwhile, the above four variables were found to was have negative effects on the institutional efficiency. The reverse is true when the government intervention is counted. For example, the number of physicians and the proportion of specialists have played a positive role in raising institutional efficiency via goverment intervention. This comes from the factual effect that the increment of institutional efficiency via the reduction of per capita NHE is bigger than via the reduction of CMR.

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과학기술 경쟁력 제고를 위한 대형연구시설 및 장비 평가모형 분석 : 모형의 신뢰성 및 타당성 검토를 중심으로 (An Evaluation Model for the Major Science Research Facilities and Equipments to Enhance the Competitiveness of the Science and Technology: A Focus on the Test of Reliability and Validity of the Model)

  • 권기헌;차용진;이홍재
    • 기술혁신학회지
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    • 제10권1호
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    • pp.121-142
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    • 2007
  • 본 연구의 목적은 과학기술경쟁력 향상을 위한 대형연구시설 및 장비구축 평가모형을 도출하고 이 평가모형의 신뢰성 및 타당성을 검토하고자 한다. 분석결과, 대형연구시설 및 장비구축 평가모형에 대한 신뢰성 및 타당성이 높게 나타났다. 과학기술과 국가정책차원의 신뢰성 분석결과에서 2개의 구성요인의 신뢰성은 높게 나타나고 있어, 과학기술차원의 5개 측정지표들, 국가정책차원의 6개 측정지표들의 내적일관성이 매우 높음을 보여주고 있다. 또한 타당성 분석결과에서 과학기술, 국가정책차원은 내용타당성, 구성타당성 그리고 기준타당성이 높게 나타나고 있다. 또한 고차요인 분석결과에서 대형연구시설 및 장비구축 평가모형 적합도가 대체로 적합하게 나타나고 있어 평가모형과 자료가 잘 부합되고 있음을 보여주고 있다. 이러한 분석결과를 토대로 본 연구에서는 정책적 함의를 제시하고 있다.

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중·고령 가구의 과부담 의료비 발생의 결정요인에 관한 패널연구 (A Panel Study on Determinants of Catastrophic Health Expenditure of the Middle- and Old-Aged Households)

  • 박진영;정기택;김용민
    • 보건행정학회지
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    • 제24권1호
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    • pp.56-70
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    • 2014
  • Background: Korea shows rapid population aging and increase in healthcare service use and expenditure. Also, this would be accelerated because of the baby boomers who will be 65 years old and more in 2020. Chronic disease is another reason that increases the use of healthcare service and expenditure of the middle- and old-aged households. Catastrophic health expenditure (CHE) is the index which can indicate the households' burden of health spending. Despite the importance, there are few studies on CHE of middle- and old-aged households and especially no panel study yet. This is the reason that this study is carried out. Methods: This study used 3-year data from the Korea Welfare Panel Study conducted from 2009 to 2011. We defined CHE if a household's health expenditure is equal or greater than the threshold value if income remaining after subsistence needs has been met. We used 4 different threshold values which are 10%, 20%, 30%, and 40%. In order to look at the households which experienced CHE, we conducted panel logit analysis after correspondence analysis and conditional transition probability analysis. Results: This study showed three notable results. First, there has been a difference among age groups, which implies that the older people are, the more easily they can experience CHE. Second, the households with no private insurance are shown to have a higher CHE occurrence rate. Lastly, there has been a significant difference among the kinds of chronic diseases. The households which have cancer, cerebrovascular disease, and heart disease have a higher CHE occurrence rate. However, the households with diabetes have no significant effects to CHE occurrence. Also, hypertension has a negative effect to the occurrence. Conclusion: With the results, it can be implied that elderly people with chronic disease are more needed in medical coverage and healthcare. Also, private insurance can play its role in protecting households from CHE. Therefore, it needs to conduct studies on CHE especially about different age groups, private insurance, and chronic disease.

돼지에 있어서 생식기관액 중 지방산 조성과 조성율 (Fatty Acid Constituents and Relative Compositions of Reproductive Tract Fluids in Sow)

  • 신원집;정진우;최광수;신수길
    • 한국수정란이식학회지
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    • 제15권2호
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    • pp.137-145
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    • 2000
  • To investigate fatty acid constituents and relative compositions in the fluid of the follicles, oviducts, uterine ho군 and uterine body in sows, the fluids of the reproductive tract were analyzed using Gas chromatography. The samples were taken from various reproductive tract of 21 sows slaughtered. 1. Caprylic acid(C8: 0), capric acid(C10:0), lauric acid(C12:0), myristic acid(C14:0), palmitic acid(C16:0), plamitolele acid(C16:1), stearic acid(C18:0), oleic acid(C18:1), linoleic acid(C18:2) and arachidonic acid(C20:4) were found in the reproductive tracts of the sows, which made 10 kinds of fatty acid intotal. 2. Two kinds of polyunsaturated fatty acids, linoleic acid and archidonic acid were found inthe reproductive tracts. 3. Palmitic acid among saturated fatty acids and oleic acid among unsaturated fatty acids were the hihgest level in all of the reproductive tracts. 4. Palmitic acid, oleic acid and stearic acid showed higher rate with 44.89%, 23.69% and 14.36%, respectively, and lauric acid, capric acid, palmitoleic acid, arachidonic acid ad myristic acid showed lower rate with 0.62%, 1.13%, 1.65%, 1.97% and 2.24%, respectively in the reproductive fluid. 5. The highest level of arachidonic acid was found in the uterine horn. 6. The sum of the palmitic acid and oleic acid were 66.91%, 70.41%, 66.14% and 73.36% in the fluid of follicle, oviduct, uterine horn and uterine body, respectively. 7. The relative composition of arachidonic acid was higher during the follicular stage than during the luteal phase in the fluid of oviduct and uterine. 8. The long chain fatty acids such as the palmitic acid, stearic acid, oleic acid and linoleic acid showed higher relative compositions during the follicular phase(93.18%∼96.83%) than during the luteal phase(82.56%∼88.37%). 9. Caprylic acid, luric acid and palmitoleic acid were undetected in the fluid of all of the reproductive tracts during the follicular phase. Low relative compositions of capric acid, myristic acid andarachidonic acid were found during the follicular phase, while the low relative compositions (<5%)of capric acid, lauric acid, myristic acid, plamitoleic acid and arachidonic acid were found during the luteal phase.

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세 자리 수의 불규칙 배열 대상에 대한 초등학교 2학년의 수 세기 분석 (Analysis of Second Graders' Counting an Irregular Arrangement of Three-Digit Objects)

  • 장혜원
    • 한국수학교육학회지시리즈E:수학교육논문집
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    • 제36권4호
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    • pp.469-486
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    • 2022
  • 수 세기는 수 개념 및 연산과의 관련성으로 인해 수학 학습에서 기초적이면서도 중요한 위상을 차지한다. 특히 큰 수 세기는 수학 학습 초기의 수 개념 도입시 수 세기가 요구하는 일대일 대응이나 기수의 원리 등은 물론 자릿값의 이해를 포함하는 구조적 세기라는 점에서 핵심 학습 요소라 할 만하다. 본 연구는 현행 교과서 활동으로 구성되어 있지 않아 학생들의 경험이 전무할 것으로 예상되는 큰 수에 대한 수 세기 가능 여부 및 세기 전략을 파악하여 교수학적 시사점을 도출하는 것을 목적으로 한다. 이를 위해 세 자리 수까지 학습하였고 교과서 활동으로서 묶어 세기와 뛰어 세기를 경험한 초등학교 2학년 학생 89명을 대상으로 세 자리 수만큼의 대상이 불규칙적으로 배열된 그림에서 수 세기 및 세기 방법을 묻는 문항으로 구성된 검사지를 제공하였다. 학생 응답을 정오답률과 사용한 세기 전략 및 인지적 특징 측면에서 분석한 결과, 오답률이 매우 높고 십진 원리, 묶어 세기, 1씩 세기, 부분합 전략 등의 사용이 확인되었다. 이와 같은 분석 결과에 기초하여 교과서 활동으로서 큰 수 세기 활동을 포함할 필요성을 비롯한 몇 가지 교수학적 시사점을 도출하였다.

보리와 완두의 혼파재배에서 혼파비율과 예취시기에 따른 사료가치의 변화 (Changes in Feed Value of Barley and Pea by Different Seeding Rates and Cutting Dates in Mixed Sowing Cultivation)

  • 오태석;김창호;이효원
    • 한국작물학회지
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    • 제54권3호
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    • pp.279-286
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    • 2009
  • 본 연구는 우리나라 중서부지역인 충청지역에서 사료작물의 새로운 작부체계로 보리와 완두를 혼파재배할 때 기초자료로 이용하고자 혼파비율과 예취시기에 따른 사료가치변화를 구명하기 위하여 수행하였고 결과를 요약하면 다음과 같다. 건물수량은 보리의 파종비율이 높을수록 증가하였으며, 보리와 완두 혼파비율이 85 : 15% 파종구에서 5월 16일에 예취할 때 가장 많았다. 조단백질, 가급태단백질 및 가소화 단백질은 4월 25일 예취시에는 혼파비율간 유의차가 없으나, 5월 2일 예취 이후부터는 완두의 혼파비율이 높을수록 증가하는 경향이었다. 보리의 혼파비율이 높을수록, 예취시기가 늦을수록 ADF와 NDF는 증가하는 경향이었으며, RFV는 오히려 감소하는 경향이었다. TDN함량은 완두의 혼파비율이 높을수록 증가하였으나, 예취시기별로는 5월 9일 예취시까지는 예취시기가 늦을수록 감소하였고 그 이후는 예취시기가 늦을수록 증가하는 경향이었다. P와 Mg함량은 혼파비율간 유의차가 없었으며, 완두의 혼파비율이 높을수록, Ca은 증가하였고, K은 감소하였다. 예취시기별로는 P, Ca 및 K은 예취시기가 늦을수록 감소하였으나. Mg은 5월 9일 예취시기까지는 별 변동이 없었고, 그 이후 예취시 부터는 예취시기가 늦을수록 증가하였다. 에너지함량에서 ENE, NEM 및 NEG는 혼파비율과 예취시기 간에 유의성이 있어 완두의 혼파비율이 높을수록, 예취시기가 빠를수록 증가하였다. 건물중에 각 성분의 함량을 적한 수량에서 보면 단백질, P, Ca, K 및 Mg 등의 무기물 수량은 보리와 완두의 혼파비율이 75 : 25% 파종구에서, ENE, NEL, NEM 및 NEG 등의 에너지 수량과 TDN수량은 보리와 완두의 혼파비율이 85 : 15% 파종구에서 가장 높았다. 예취시기별로는 TDN 수량, 모든 무기물 및 에너지수량은 5월 16일에 예취하는 것이 가장 높았다.