• 제목/요약/키워드: TD3

검색결과 365건 처리시간 0.027초

Enhancing VANET Security: Efficient Communication and Wormhole Attack Detection using VDTN Protocol and TD3 Algorithm

  • Vamshi Krishna. K;Ganesh Reddy K
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제18권1호
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    • pp.233-262
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    • 2024
  • Due to the rapid evolution of vehicular ad hoc networks (VANETs), effective communication and security are now essential components in providing secure and reliable vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) communication. However, due to their dynamic nature and potential threats, VANETs need to have strong security mechanisms. This paper presents a novel approach to improve VANET security by combining the Vehicular Delay-Tolerant Network (VDTN) protocol with the Deep Reinforcement Learning (DRL) technique known as the Twin Delayed Deep Deterministic Policy Gradient (TD3) algorithm. A store-carry-forward method is used by the VDTN protocol to resolve the problems caused by inconsistent connectivity and disturbances in VANETs. The TD3 algorithm is employed for capturing and detecting Worm Hole Attack (WHA) behaviors in VANETs, thereby enhancing security measures. By combining these components, it is possible to create trustworthy and effective communication channels as well as successfully detect and stop rushing attacks inside the VANET. Extensive evaluations and simulations demonstrate the effectiveness of the proposed approach, enhancing both security and communication efficiency.

다시마 분말이 당뇨 유발쥐의 혈당과 지질농도 및 항산화 효소계에 미치는 영향 (Effects of Dietary Sea Tangle on Blood Glucose, Lipid and Glutathione Enzymes in Streptozotocin-Induced Diabetic Rats)

  • 조영자;방미애
    • 한국식생활문화학회지
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    • 제19권4호
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    • pp.419-428
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    • 2004
  • 다시마 분말 첨가식이가 당뇨쥐의 당질과 지질대사 및 항산화효소계에 미치는 영향을 규명하기 위하여 SD계 횐쥐에 17% 다시마 분말을 급여하여 7주간 실험 사육한 후 혈청의 포도당 및 지질농도와 주요장기의 항산화효소의 활성도를 관찰하였다. 다시마 당뇨군(TI)에서 다사마 섭취는 당뇨에 의한 체중감소 현상을 보였다. 당뇨군의 혈당 농도는 다시마 섭취에 의한 혈당강하 효과는 3주째에 나타났다. 당뇨에 의한 산화적 스트레스로 인해 증가한 GST 활성도가 다시마 섭취로 인해 정상 수준으로 저하됨으로써 다시마의 섭취가 당뇨시 산화적 반응에 대한 방어기전을 제공할 수 있음을 유추할 수 있었다. 또한 중성지방이 감소하고 HDL-콜레스테롤의 증가하는 경향으로 심혈관계와 관련되는 당뇨합병증의 억제 가능성을 제시하였다.

Total Delay for Treatment among Cancer Patients: a Theory-guided Survey in China

  • Feng, Rui;Wang, De-Bin;Chai, Jing;Cheng, Jing;Li, Hui-Ping
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권10호
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    • pp.4339-4347
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    • 2014
  • Purpose: This study aimed at exploring treatment delay (TD) among cancer patients in China with an attempt to develop a practical methodology facilitating frontline Chinese clinicians in promoting earlier cancer diagnosis and treatment. Materials and Methods: The study comprised framework development, qualitative interviews and paired factor rating. Framework development utilized systematic literature review, soft systems thinking and consensus groups. Qualitative interviews employed a checklist of open questions soliciting information about all the domains included the framework from cancer patients drawn via stratified randomized sampling of inpatients at 10 hospitals in Hefei, China. Paired factor rating used a self-developed computer aid and the interviewed patients as referring cases to weigh the relative importance of the factors listed in the framework in terms of their contributions to specific components of total delay (TD). Results: a) A conceptual framework was proposed consisting of a 6-step path to TD and 36 category determinants. b) A total of 227 patients were interviewed; their TD was 267.3 mean or 108 median days ranging from 0 to 2475 days; average appraisal, illness, behavioral, preparation and treatment delay accounted for 52.1%, 9.4%, 0.30%, 8.8% and 29.4% of the TD respectively. Individual side factors were rated substantially more important than environmental side factors (60% vs. 40%); most influential TD factors included cancer symptoms, overall health, family relations and knowledge about cancer and health. Conclusions: The framework proposed together with the interviewing and rating approaches used provide a potential new methodology for understanding cancer patients' TD and promoting earlier cancer treatment.

고각 환형 암시야 주사투과전자현미경기법과 투과전자현미경기법을 이용한 상용 청색 발광다이오드의 종합적인 구조분석 (Comprehensive Structural Characterization of Commercial Blue Light Emitting Diode by Using High-Angle Annular Dark Filed Scanning Transmission Electron Microscopy and Transmission Electron Microscopy)

  • 김동엽;홍순구;정태훈;이상헌;백종협
    • 한국재료학회지
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    • 제25권1호
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    • pp.1-8
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    • 2015
  • This study suggested comprehensive structural characterization methods for the commercial blue light emitting diodes(LEDs). By using the Z-contrast intensity profile of Cs-corrected high-angle annular dark field scanning transmission electron microscope(HAADF-STEM) images from a commercial lateral GaN-based blue light emitting diode, we obtained important structural information on the epilayer structure of the LED, which would have been difficult to obtain by conventional analysis. This method was simple but very powerful to obtain structural and chemical information on epi-structures in a nanometer-scale resolution. One of the examples was that we could determine whether the barrier in the multi-quantum well(MQW) was GaN or InGaN. Plan-view TEM observations were performed from the commercial blue LED to characterize the threading dislocations(TDs) and the related V-pit defects. Each TD observed in the region with the total LED epilayer structure including the MQW showed V-pit defects for almost of TDs independent of the TD types: edge-, screw-, mixed TDs. The total TD density from the region with the total LED epilayer structure including the MQW was about $3.6{\times}10^8cm^{-2}$ with a relative ratio of Edge- : Screw- :Mixed-TD portion as 80%: 7%: 13%. However, in the mesa-etched region without the MQW total TD density was about $2.5{\times}10^8cm^{-2}$ with a relative ratio of Edge- : Screw- :Mixed-TD portion of 86%: 5%: 9 %. The higher TD density in the total LED epilayer structure implied new generation of TDs mostly from the MQW region.

TD-SCDMA에서 신속한 서비스 복귀를 위한 자원예약 (Resource reservation for rapid recovery of communication services in TD-SCDMA systems)

  • 여운영;김성근
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2008년도 하계종합학술대회
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    • pp.267-268
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    • 2008
  • TD-SCDMA is considered as an innovative Chinese 3G technology adopted by the ITU for the IMT-2000 family. TD-SCDMA combines TDMA and CDMA components to provide more efficient use of radio resources. According to the traffic volume and activity level, the operation mode of a mobile terminal can change from one state to other states. This paper focuses on the problem of recovery delay from inactive states, and proposes a resource management algorithm, which holds some resources for rapid recovery of service after the service determines to release the dedicated resources.

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TD/CDMA TDD 시스템에서 접근 통계를 사용한 적응형 타임슬롯 할당 알고리즘 (An Enhanced Adaptive Time Slot Assignment using Access Statistic in TD/CDMA TDD system)

  • 박소영;김낙명
    • 한국통신학회논문지
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    • 제26권10A호
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    • pp.1645-1652
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    • 2001
  • 제3세대 이동 통신 시스템에서 상향 링크와 하향 링크 사이에 불균형적인 타임 슬롯 할당이 가능한 TD/CDMA TDD 시스템은 비대칭적인 트래픽을 효과적으로 분배하는데 적합하다. 게다가 TD/CDMA TDD 시스템은 슬롯이 시간 영역과 코드 영역에서 정의되기 때문에 유효 자원의 statistical multiplexing이 매우 효과적이다. 그러나 상향 링크와 하향 링크사이의 트래픽의 비대칭성을 반영하기 위해서 타임 슬롯을 최적으로 할당시킬 수 있는 동적 경계선이 요구된다. 본 논문에서 슬롯의 하향 링크부분이 이동국의 접근 시도의 정도에 따라 최대화되는 새로운 최적의 TDD 경계선 제어 움직임 알고리즘을 제안하였다. 제안된 알고리즘에서 이동국의 평균 접근 시도가 미리 정의된 상한 임계치를 초과할 경우, TDD 경계선은 평균 접근 시도가 다른 하한 임계치 아래로 내려갈 때까지 프레임의 중앙에 위치한다. 본 논문에서 모의실험 결과를 통하여 제안된 알고리즘이 기존의 TDD 경계선 알고리즘보다 데이터 트래픽의 평균 접근 지연과 음성 트래픽의 블록킹 확률 측면에서 훨씬 더 좋은 성능을 나타냄을 입증하였다.

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Influence of Exchange-Correlation Functional in the Calculations of Vertical Excitation Energies of Halogenated Copper Phthalocyanines using Time-Dependent Density Functional Theory (TD-DFT)

  • Lee, Sang Uck
    • Bulletin of the Korean Chemical Society
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    • 제34권8호
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    • pp.2276-2280
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    • 2013
  • The accurate prediction of vertical excitation energies is very important for the development of new materials in the dye and pigment industry. A time-dependent density functional theory (TD-DFT) approach coupled with 22 different exchange-correlation functionals was used for the prediction of vertical excitation energies in the halogenated copper phthalocyanine molecules in order to find the most appropriate functional and to determine the accuracy of the prediction of the absorption wavelength and observed spectral shifts. Among the tested functional, B3LYP functional provides much more accurate vertical excitation energies and UV-vis spectra. Our results clearly provide a benchmark calibration of the TD-DFT method for phthalocyanine based dyes and pigments used in industry.

포공영(민들레)의 동치미 발효에 의한 간세포 보호 및 면역증진 효과 (Effects of fermented Taraxacum mongolicum by Dongchimi on protection of liver cell and immune activity)

  • 최복수;김혜자
    • 대한예방한의학회지
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    • 제18권1호
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    • pp.11-21
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    • 2014
  • Objective : This study set out to combine the treatment efficacy of Taraxacum with Dongchimi fermentation and investigate Taraxacum's effects on protection of liver cell and controlling nitric oxide(NO) through experiments, thus checking whether it had values as a physiological active matter. The experimental materials include Taraxacum Dongchimi (TD) and Taraxacum fermented by Dongchimi (TDF). As for methodology, experiments were carried out to compare TD and TDF in components, protection effects for liver cells, anticancer effects on liver cells, and protection effects for brain cells in the aspects of liver function and immunity enhancement. Method : The experimental materials include Taraxacum Dongchimi (TD) and Taraxacum fermented by Dongchimi (TDF). As for methodology, experiments were carried out to compare TD and TDF in components, protection effects for liver cells, anti-cancer effects on liver cells, and protection effects for brain cells in the aspects of liver function and immunity enhancement. Results : As shown in the chromatogram results, each valid component content increased in Taraxacum fermented by Dongchimi (TDF) for each time section. Of them, the valid component content at 36.80 minutes was approximately 2.7 times higher in TDF at 21.8% than in Taraxacum Dongchimi (TD) at 8.28%. TDF generated more excellent protection effects against the toxicity that caused oxidative damage to the liver cell(HepG2) with t-BHP than TD. The survival rate was low in TD of $100{\mu}g/m{\ell}$ and $300{\mu}g/m{\ell}$ and increased to 23.3% in TDF of $100{\mu}g/m{\ell}$. The survival rate was the highest at $300{\mu}M$ with a significant difference of 68.1%(P<0.05). Both TD and TDF showed effects of controlling nitric oxide production according to concentration with TDF recording a higher rate of controlling nitric oxide production than TD. There were significant differences(P<0.05) in the effects of controlling nitric oxide production at 200 ug/ml, 400 ug/ml in both groups. Especially the result TDF of $400{\mu}g/m{\ell}$ was thus similar to those of butein, the positive control group. Conclusion : The result of this studies is that Taraxacum fermented by Dongchimi (TDF) increased the valid component content compared with the simple mixture(TD). The findings clearly show that it is a material with the effects of improving immunity and liver cell protection. If fermentation methods are further developed to use it as a functional material, it will be subject to more opportunities of being used in other functional foods and make a contribution to integrated medicinal food development.

3축-초음파 비파괴 검사 장비를 이용한 API-X80 강재의 수소유기 균열 개시 연구 (Study on the Hydrogen Induced Cracking(HIC) Initiation of API-X80 Steels by Using 3-Axis Controlled Ultrasonic Inspection Unit)

  • 김마로;백열;최용
    • 한국표면공학회:학술대회논문집
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    • 한국표면공학회 2016년도 추계학술대회 논문집
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    • pp.202-202
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    • 2016
  • API X-80강재의 수소유기균열(HIC)현상을 비파괴적으로 평가하는 장치를 구축하고 금상학적 평가를 수행하였다. 시편은 열간 압연된 API X-80강재이며 평균입도는 약 $1.76-1.99{\mu}m$ 이었다. 압연재의 금상학적 집합조직은 (110)극점은 ND방향에 평행, (100)극점은 TD방향으로 약 $30^{\circ}$, TD방향으로부터 RD방향으로 약 $45^{\circ}$ 기울어져 있으며, (211)면은 RD방향에 수직인 면으로부터 TD방향으로 약 $35^{\circ}$ 기울어져서 있었다. Pin-on-disk형 마모시험기를 이용한 상온 평균 마찰계수는 0.745였으며 마모손실은 0.0196 mm/min 이었다. 3축 제어 초음파 비파괴 검사 장비는 표면으로부터 약 3mm 깊이의 1 mm 크기의 모의 균열을 탐촉자가 10 mm 접근하면 검출이 가능하였다. HIC시험분위기(NACE-standard TM 0248)에 1일 이상 장입하면 초음파비파괴검사장비로 측정될 수 있는 마이크로미터크기의 균열을 측정할 수 있었다.

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지구통계 기법을 이용한 영산강.섬진강 유역의 지하수 수질특성 연구 (The Characteristics of Groundwater Quality in the Youngsan and Sumjin River Basins Using Geostatistical Methods)

  • 정상용;심병완;김규범;강동환;박희영
    • 대한지하수환경학회지
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    • 제7권3호
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    • pp.125-132
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    • 2000
  • pH, EC와 TDS는 지하수 수질조사의 기본항목으로서, 지하수 수질의 일차적 평가에 중요한 역할을 한다. 영산강 섬진강 유역에서 1998년도에 조사된 3가지의 수질자료에 의하면 이 지역의 지하수는 대체로 양질의 수질 특성을 나타낸다. 선형회귀분석에 의하면 TDS와 EC는 선형적인 상관성을 갖고 있으나, EC와 pH, TDS와 pH는 상관성이 거의없다. TDS와 EC의 관계는 1.0 mg/1=1.52 $mu\textrm{S}$/cm로서 이 지역의 지하수는 자연수의 수질특성을 나타낸다. 지구통계학적 분석에서 3가지의 수질자료는 정상확률함수의 특성을 보이며, 베리오그램은 모두 지수형모델이 적합한 것으로 나타났다. 수질자료의 등치선도에 의하면 영산강 유역의 지하수 수질이 섬진강 유역에 비하여 약간 더 오염되어 있고, TDS와 EC의 큰 상관성 때문에 2개의 등치선도 유형은 매우 유사하다. 그리고 실제 측정된 3가지 수질의 최소 값과 최대 값은 각각의 등치선도에서 그대로 반영이 되지는 않았는데, 그 이유는 크리깅은 최소의 오차를 갖는 추정치들을 만들어 완만한 분포도를 만들어내는 특성을 갖고 있기 때문이다.

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