• 제목/요약/키워드: Adaptive response

검색결과 910건 처리시간 0.032초

A Brief Introduction of Current and Future Magnetospheric Missions

  • Yukinaga Miyashita
    • 우주기술과 응용
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    • 제3권1호
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    • pp.1-25
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    • 2023
  • In this paper, I briefly introduce recently terminated, current, and future scientific spacecraft missions for in situ and remote-sensing observations of Earth's and other planetary magnetospheres as of February 2023. The spacecraft introduced here are Geotail, Cluster, Time History of Events and Macroscale Interactions during Substorms / Acceleration, Reconnection, Turbulence, and Electrodynamics of the Moon's Interaction with the Sun (THEMIS / ARTEMIS), Magnetospheric Multiscale (MMS), Exploration of energization and Radiation in Geospace (ERG), Cusp Plasma Imaging Detector (CuPID), and EQUilibriUm Lunar-Earth point 6U Spacecraft (EQUULEUS) for recently terminated or currently operated missions for Earth's magnetosphere; Lunar Environment Heliospheric X-ray Imager (LEXI), Gateway, Solar wind Magneto-sphere Ionosphere Link Explorer (SMILE), HelioSwarm, Solar-Terrestrial Observer for the Response of the Magnetosphere (STORM), Geostationary Transfer Orbit Satellite (GTOSat), GEOspace X-ray imager (GEO-X), Plasma Observatory, Magnetospheric Constellation (MagCon), self-Adaptive Magnetic reconnection Explorer (AME), and COnstellation of Radiation BElt Survey (CORBES) approved for launch or proposed for future missions for Earth's magnetosphere; BepiColombo for Mercury and Juno for Jupiter for current missions for planetary magnetospheres; Jupiter Icy Moons Explorer (JUICE) and Europa Clipper for Jupiter, Uranus Orbiter and Probe (UOP) for Uranus, and Neptune Odyssey for Neptune approved for launch or proposed for future missions for planetary magnetospheres. I discuss the recent trend and future direction of spacecraft missions as well as remaining challenges in magnetospheric research. I hope this paper will be a handy guide to the current status and trend of magnetospheric missions.

Application of adaptive neuro-fuzzy system in prediction of nanoscale and grain size effects on formability

  • Nan Yang;Meldi Suhatril;Khidhair Jasim Mohammed;H. Elhosiny Ali
    • Advances in nano research
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    • 제14권2호
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    • pp.155-164
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    • 2023
  • Grain size in sheet metals in one of the main parameters in determining formability. Grain size control in industry requires delicate process control and equipment. In the present study, effects of grain size on the formability of steel sheets is investigated. Experimental investigation of effect of grain size is a cumbersome method which due to existence of many other effective parameters are not conclusive in some cases. On the other hand, since the average grain size of a crystalline material is a statistical parameter, using traditional methods are not sufficient for find the optimum grain size to maximize formability. Therefore, design of experiment (DoE) and artificial intelligence (AI) methods are coupled together in this study to find the optimum conditions for formability in terms of grain size and to predict forming limits of sheet metals under bi-stretch loading conditions. In this regard, a set of experiment is conducted to provide initial data for training and testing DoE and AI. Afterwards, the using response surface method (RSM) optimum grain size is calculated. Moreover, trained neural network is used to predict formability in the calculated optimum condition and the results compared to the experimental results. The findings of the present study show that DoE and AI could be a great aid in the design, determination and prediction of optimum grain size for maximizing sheet formability.

Implementation and characterization of flash-based hardware security primitives for cryptographic key generation

  • Mi-Kyung Oh;Sangjae Lee;Yousung Kang;Dooho Choi
    • ETRI Journal
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    • 제45권2호
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    • pp.346-357
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    • 2023
  • Hardware security primitives, also known as physical unclonable functions (PUFs), perform innovative roles to extract the randomness unique to specific hardware. This paper proposes a novel hardware security primitive using a commercial off-the-shelf flash memory chip that is an intrinsic part of most commercial Internet of Things (IoT) devices. First, we define a hardware security source model to describe a hardware-based fixed random bit generator for use in security applications, such as cryptographic key generation. Then, we propose a hardware security primitive with flash memory by exploiting the variability of tunneling electrons in the floating gate. In accordance with the requirements for robustness against the environment, timing variations, and random errors, we developed an adaptive extraction algorithm for the flash PUF. Experimental results show that the proposed flash PUF successfully generates a fixed random response, where the uniqueness is 49.1%, steadiness is 3.8%, uniformity is 50.2%, and min-entropy per bit is 0.87. Thus, our approach can be applied to security applications with reliability and satisfy high-entropy requirements, such as cryptographic key generation for IoT devices.

실시간 차량 밀도에 대응하는 심층강화학습 기반 C-V2X 분산혼잡제어 (Deep Reinforcement Learning-Based C-V2X Distributed Congestion Control for Real-Time Vehicle Density Response)

  • 전병철;양우열;조한신
    • 전기전자학회논문지
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    • 제27권4호
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    • pp.379-385
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    • 2023
  • 분산혼잡제어는 높은 밀도의 차량 네트워크에서 채널 혼잡을 완화하고, 통신 성능을 개선하는 기술이다. 기존 분산혼잡제어 기술은 quality of service(QoS) 요구사항을 고려하지 않은 채 채널 혼잡을 줄이는 방향으로 동작한다. 이러한 분산혼잡제어 알고리즘 설계는 과도한 DCC 동작으로 인하여 다른 QoS를 저하시킬 수 있다. 이와 같은 문제를 해결하기 위해 심층강화학습 기반 QoS 적응형 DCC 알고리즘을 제안한다. 시뮬레이션은 준 실환경 시뮬레이터를 기반으로 동적인 차량 밀도를 생성하여 평가하였으며, 시뮬레이션 결과 기존 DCC 알고리즘 보다 목표 QoS에 더 근접한 결과를 확인하였다.

Applied AI neural network dynamic surface control to nonlinear coupling composite structures

  • ZY Chen;Yahui Meng;Huakun Wu;ZY Gu;Timothy Chen
    • Steel and Composite Structures
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    • 제52권5호
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    • pp.571-581
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    • 2024
  • After a disaster like the catastrophic earthquake, the government have to use rapid assessment of the condition (or damage) of bridges, buildings and other infrastructures is mandatory for rapid feedbacks, rescue and post-event management. This work studies the tracking control problem of a class of strict-feedback nonlinear systems with input saturation nonlinearity. Under the framework of dynamic surface control design, RBF neural networks are introduced to approximate the unknown nonlinear dynamics. In order to address the impact of input saturation nonlinearity in the system, an auxiliary control system is constructed, and by introducing a class of first-order low-pass filters, the problems of large computation and computational explosion caused by repeated differentiation are effectively solved. In response to unknown parameters, corresponding adaptive updating control laws are designed. The goals of this paper are towards access to adequate, safe and affordable housing and basic services, promotion of inclusive and sustainable urbanization and participation, implementation of sustainable and disaster-resilient buildings, sustainable human settlement planning and manage. Simulation results of linear and nonlinear structures show that the proposed method is able to identify structural parameters and their changes due to damage and unknown excitations. Therefore, the goal is believed to achieved in the near future by the ongoing development of AI and control theory.

p53 Nuclear Accumulation as a Possible Biomarker for Biological Radio-dosimetry in Oral Mucosal Epithelial Cells

  • Kim, Youn-Young;Kim, Jong-il;Kim, Jin;Yook, Jong-In;Kim, The-Hwan;Son, Young-Sook
    • BMB Reports
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    • 제34권2호
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    • pp.123-129
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    • 2001
  • Cellular response to ionizing radiation is affected by cell types, radiation doses, and post-irradiation time. Based on the trypan blue dye exclusion assay in normal oral mucosal cells (OM cells), a 48 h post-irradiation was sufffcient and an adequate time point for the evaluation of radiation sensitivity Its $LD_{50}$ was approximately 1.83 Gy To investigate possible biomarkers useful for the biological radiodosimetry of normal epithelial cells (p53, c-fos, cyclin D1, cdc-2, pRb) EGF receptor phosphorylation and Erk activation were evaluated at different radiation doses and different post-irradiation times. From 0.5 Gy, p53 was accumulated in the nucleus of basal cells of the OM raft culture at 4 h post-irradiation and sustained up to 24 h post-irradiation, which suggests that radiation-induced apoptosis or damage repair was not yet completed. The number of p53 positive cells and biosynthesis of p53 were correlated with radiation doses. Both cyclin D1 and c-fos were only transiently induced within 1 h post-irradiation. Cyclin D1 was induced at all radiation doses. However, cfos induction was highest at 0.1 Gy, approximately 7.3 fold more induction than the control, whose induction was reduced in a reverse correlation with radiation dose. The phosphorylation pattern of cdc-2 and pRb were unaffected by radiation. In contrast to A431 tails overexpressing the EGF receptor approximately 8.5 fold higher than normal epithelial, the OM cells reduced the basal level of the EGF receptor phosphorylation in a radiation dose dependent fashion. In conclusion, among radiation-induced biomolecules, the p53 nuclear accumulation may be considered for the future development of a useful marker far biological radiodosimetry in normal epithelial tissue since it was sustained for a longer period and showed a dose response relationship. Specific c-fos induction at a low dose may also be an important finding in this study It needs to be studied further for the elucidation of its possible connection with the low dose radio-adaptive response.

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행동궤적의 패턴 분류를 위한 에너지 최소화 모델 (Energy Minimization Model for Pattern Classification of the Movement Tracks)

  • 강진숙;김진숙;차의영
    • 정보처리학회논문지B
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    • 제11B권3호
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    • pp.281-288
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    • 2004
  • 본 논문은 외부 자극에 대한 생물 행동의 복잡하고 다양한 특징들을 추출하고 분석하기 위한 방법을 제안한다. 이를 위해 물 속 생물인 깔따구의 행동궤적으로부터 얻어 낸 속도 벡터의 위상영상에 적응적이고 수리적인 방법인 에너지 최소화 모델을 적용한다. 즉, 다이아지논이라는 약물이 처리되기 전과 후의 깔따구의 행동궤적의 특징을 위상영상으로부터 찾아내어 행동 패턴을 분류하고 이 약물에 대한 깔따구의 적응적 행동 특징을 추출하는 것이다. 특징추출을 위해 도입한 방법은 T. Chan과 L. Vese에 의해 제안된 개선 Active Contour 모델에 근거한 것으로 Active Contour를 진화시키는 과정에서 생성되는 에너지함수 값의 변화를 이용한 것이다. Active Contour 모델이란 주어진 영상에 놓인 커브를 그 커브에 의해 분할된 부분영상들의 에너지 값들의 합을 최소화하는 방향으로 변화하게 함으로써 영상 내 객체의 경계를 찾는 영상분할 방법이다. 깔따구의 행동궤적 데이터는 CCD 카메라를 통해 0.25초 간격으로 약물을 처리하기 전과 후 4일 간을 관찰하여 획득하고, 이 행동궤적 데이터에서 행동의 특징 요소가 되는 속도벡터 성분을 15-20분 간격으로 추출하여 위상영상을 만든다. 그리고 이 위상영상에 Active Contour를 적용함으로써 시간에 따라 감소하는 에너지 함수 값의 그래프에서 구해진 기울기 변화에 대한 수리적 계산과 분석을 통해 깔따구 행동궤적의 특징을 찾고 행동 패턴을 분류한다. 또한, 에너지 최소화 모델은 약물 처리된 깔따구의 반응적인 행동이 이에 적응하고 있음을 효과적으로 보여준다.

유식물 발달과정에서 브라시노스테로이드와 앱시스산 신호전달의 상호작용 연구 (Interplay between Brassinosteroid and ABA signaling during early seedling development)

  • 김혜민;홍정의;조용구;강권규;류호진
    • Journal of Plant Biotechnology
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    • 제44권3호
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    • pp.264-270
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    • 2017
  • 식물의 유일한 활성 스테로이드 호르몬인 Brassinosteroid (BR)는 다양한 내재적 또는 외부 신호 전달 경로와의 통합적인 결합을 통해 식물의 생장 및 발달 과정에서 중요한 기능을 하는 것으로 알려져 있다. 최근 식물학 연구들은 종자의 발아와 초기 발달과정에서 BR과 ABA 사이의 필수적인 상호작용 메커니즘이 존재하고 있음을 보고하고 있다. 하지만 이들 두 호르몬의 중요한 신호전달 상호작용에 대한 분자 메커니즘은 거의 알려지지 않았다. 식물의 초기 발달과정에서 BR에 의해 매개되는 ABA 신호전달과의 기능학적, 생물학적 상호작용 네트워크를 이해하기 위해 Agilent Arabidopsis $4{\times}44K$ 올리고 칩을 사용하여 비교 전사체 분석을 수행하였다. ABA에 반응하지 않는 bes1-D 돌연변이체에서의 ABA 처리에 따른 다양한 유전자의 발현 패턴을 야생형 식물과 비교 분석하였다. 그 결과 발현의 변화가 발생하는 유전자(DEGs) 2,353개를 확인하였다. GO 분석을 통해 ABA 신호전달 및 대사에 관여하는 유전자들이 BR 신호전달 경로에 의해 하향 조절되는 것으로 확인되었다. 뿐만 아니라, BR 신호전달 경로는 다양한 비생물학적/생물학적 스트레스, 오옥신 및 ROS 등 다양한 신호전달 체계와 밀접하게 연관되어 있음을 확인하였다. 본 연구를 통해 BR 신호전달의 활성화는 ABA 신호전달에 관여하는 다양한 유전자들의 발현을 억제함을 확인하였다. 또한 본 연구는 다양한 신호 경로 사이의 상호작용이 다양한 환경요인에 대한 식물의 적응 반응에 중요하게 작용할 수 있음을 보여주고 있다.

수중채널 시뮬레이터를 활용한 수중음향통신 시스템 성능 분석 (Performance Analysis of Underwater Acoustic Communication Systems Using Underwater Channel Simulation Tool)

  • 오세현;김현수;김재수;조정홍;정재학;송희천
    • 한국음향학회지
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    • 제31권6호
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    • pp.373-383
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    • 2012
  • 수중음향통신 시스템의 성능은 다중경로 전달특성에 의해 발생하는 인접심볼간 간섭(ISI, Inter-Symbol Interference)과 도플러 편이(Doppler shift)에 영향을 받는다. 그러므로 해양도파관 환경의 수치실험은 다중경로에 의해 발생하는 시간 확산과 송 수신기의 움직임으로 발생하는 도플러 편이로 인한 시변동성을 고려해야 한다. 본 논문에서는 해양도파관 환경의 변동성을 고려한 가상의 신호 생성 시뮬레이터인 VirTEX(Virtual Time series EX-periment)를 활용[10]하여 시뮬레이터 기반 수중음향통신 시스템의 성능을 검증하였다. 수중음향통신 시스템 성능 검증을 위해 해상실험에서 획득한 실측데이터와 VirTEX 기반 수치모의 된 데이터의 채널응답분석 및 통신성능 분석을 수행한다. 해상실험 및 수치모의실험을 통해 수신된 탐침신호의 채널 임펄스 응답(channel impulse response) 분석결과 다중경로 개수와 깊이에 따른 채널응답의 변화 경향이 매우 유사함을 확인하였으며, 해상실험 및 수치모의실험을 통해 수신된 통신신호의 BER(Bit Error Rate)을 통하여 VirTEX 시뮬레이터를 활용한 수중음향통신 시스템의 통신성능을 확인하였다.

한약재 9종의 추출물이 RAW 264.7과 TK-1 세포의 cytokine 분비에 미치는 영향 (Modulatory Effects of Herbal Medicines Extracts on Cytokine Release in Immune Response of RAW 264.7 and TK-1)

  • 배수경;조세희;안태규;김지인;김봉현;임재환
    • 대한한방내과학회지
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    • 제39권6호
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    • pp.1244-1255
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    • 2018
  • Objectives: The purpose of this study is to determine the stimulatory effects of herbal medicines extracts on cytokines release of immune response in immune cells, RAW 264.7 and TK-1 cell. Methods: In a total of 18 extracts, 9 water extracts and 9 ethanol extracts, of herbal medicines, the quantities of polyphenolic compounds were measured and anti-oxidation activities were determined by colorimetric assay. The herbal medicine extracts were treated on RAW 264.7 and TK-1, respectively, and then the releasing changes of tumor necrosis factor-${\alpha}$ ($TNF-{\alpha}$), interleukin-6, and interleukin-10 from both immune cells were determined by the enzyme-linked immunosorbent assay. Results: The polyphenol contents were measured to be 1.56~0.64 mg/g of solids in the two types of extracts with 9 kinds of herbal medicines, while antioxidant activities were found to be 95.62~31.46% as compared with ascorbic acid control. In RAW 264.7 cells treated with herbal medicines extracts, the secretion of $TNF-{\alpha}$ increased to 1.31~1.18 fold, and the amounts of IL-6 were 68.4~97.9% compared with the control group treated with LPS alone. In particular, the secretion amount of anti-inflammatory cytokine IL-10 was suppressed by treatment using herbal medicine extracts. In the case of TK-1 cells, $TNF-{\alpha}$ secretion was suppressed according to the concentrations of herbal extract. The released amounts of IL-10 were shown at 10~40 pg/ml, and increased in a dose-dependent manner. Conclusions: Herbal medicines extracts act on macrophages inducing the secretion of inflammatory cytokine, thereby enhancing the activity of innate immunity. When acting on T cells involved in adaptive immunity, the secretion of anti-inflammatory cytokine is increased to induce the inhibition of the innate immune response.