• 제목/요약/키워드: Control thresholds

검색결과 163건 처리시간 0.028초

Complexity Control Method of Chaos Dynamics in Recurrent Neural Networks

  • Sakai, Masao;Honma, Noriyasu;Abe, Kenichi
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.494-494
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    • 2000
  • This paper demonstrates that the largest Lyapunov exponent $\lambda$ of recurrent neural networks can be controlled by a gradient method. The method minimizes a square error $e_{\lambda}=(\lambda-\lambda^{obj})^2$ where $\lambda^{obj}$ is desired exponent. The $\lambda$ can be given as a function of the network parameters P such as connection weights and thresholds of neurons' activation. Then changes of parameters to minimize the error are given by calculating their gradients $\partial\lambda/\partialP$. In a previous paper, we derived a control method of $\lambda$via a direct calculation of $\partial\lambda/\partialP$ with a gradient collection through time. This method however is computationally expensive for large-scale recurrent networks and the control is unstable for recurrent networks with chaotic dynamics. Our new method proposed in this paper is based on a stochastic relation between the complexity $\lambda$ and parameters P of the networks configuration under a restriction. Then the new method allows us to approximate the gradient collection in a fashion without time evolution. This approximation requires only $O(N^2)$ run time while our previous method needs $O(N^{5}T)$ run time for networks with N neurons and T evolution. Simulation results show that the new method can realize a "stable" control for larege-scale networks with chaotic dynamics.

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CDMA 무선망상의 멀티미디어 서비스를 위한 QoS 제공 호 제어 기법 (QoS-Aware Call Admission Control for Multimedia over CDMA Network)

  • 정용찬;정세정;신지태
    • 대한전자공학회논문지TC
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    • 제40권12호
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    • pp.106-115
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    • 2003
  • 3G와 그 이후의 CDMA무선망 시스템에서는 다양한 멀티미디어 서비스를 위해 서로 다른 요구조건을 가지는 몇 개의 트래픽 클래스로 정의되고 분류되어 적용될 예정이다. CDMA시스템 상의 한정되고 가변적인 자원들을 효과적으로 사용하기 위해 서로 다른 트래픽 클래스의 QoS (Quality of Service) 요구조건을 고려하여 주어진 자원들을 적절하게 분배할 필요가 있으며, 이 자원 조절의 중요한 메커니즘으로 대표적인 것 중의 하나가 호 허가 제어( Call Admission Control : CAC )라고 볼 수 있다. 본 논문에서는 트래픽 클래스별 서로 다른 요구(예: 비트 오차율)들을 고려하여, 이를 트래픽 클래스 별로 호제어에 사용하는 수신전력 임계치(threshold)에 반영하여 서비스 공평성(fairness)과 트래픽별 우선순위에 따른 서비스 차별화(differentiation)를 제공할 수 있는 QCAC(QoS-aware CAC)를 제안하고자 한다. 제안된 QCAC는 CDMA 시스템에서 트래픽 클래스별로 성능평가 척도로 호의 거절확률 측면에서 서비스 공평성과 서비스 차별화를 위해 서로 다른 적절한 수신전력 임계치(threshold)를 계산하는 방법을 적용한다. 또한 대표적 자원 할당 기법인 CS(complete sharing), CP(complete partitioning), PS(priority sharing)와 연관시켜 설명하고, 그 중에서 PS는 각각의 트래픽의 종류별로 우선순위를 고려하여 계산한 서로 다른 임계치를 CAC에 적용한 것과 연관성이 있고 이 계산된 임계치를 QCAC에서 적용하여 호제어를 함으로써 서비스 공평성과 차별화를 보여줄 수 있다.

A Downlink Load Control Scheme with a Dynamic Load Threshold and Virtual Coverage Management for Two-Tier Femtocell Networks

  • Kang, Chang Soon;Nguyen, Tien Dung;Kim, Junsu;Cigno, Renato Lo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제7권11호
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    • pp.2597-2615
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    • 2013
  • This paper proposes a dynamic downlink load control scheme that jointly employs dynamic load threshold management and virtual coverage management schemes to reduce the degree of performance degradation due to traffic overload in two-tier femtocell networks. With the proposed scheme, the downlink load in a serving macrocell is controlled with a load threshold which is adjusted dynamically depending on the varying downlink load conditions of neighboring macrocells. In addition, traffic overloading is alleviated by virtually adjusting the coverage of the overloaded serving macrocell, based on the adjusted load threshold of the serving macrocell. Simulation results show that the proposed scheme improves the performance of two-tier femtocell networks in terms of the outage probability and sum throughput. This improvement is significantly increased with appropriate values of load thresholds and with an intermediate-level adjustment of the virtual coverage area (i.e., handover hysteresis margin: HOM). Furthermore, the proposed scheme outperforms both a previously proposed load control scheme with a static load threshold and the LTE system without a HOM adjustment.

Effect of lead intoxication and thiamine deficiency on myelin compositions and seizure threshold in the rats.

  • Cheong, Jae-Hoon;Ryu, Jae-Ryeon;Lee, Sang-Derk;Ko, Kwang-Ho
    • 한국응용약물학회:학술대회논문집
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    • 한국응용약물학회 1995년도 춘계학술대회
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    • pp.96-96
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    • 1995
  • It was recognized that lead intoxication reduces thiamine content in the brain of rat and this change produces the alterations of thiamine-related biochemical reactions. In the present study, it was tested whether the changes of myelin composition as well as seizure threshold induced by lead intoxication in rats may be related to these changes of thiamine status and thiamine related biochemical factors. Wistar rats were divided into five groups: Control group, Lead-treated group, Lead plus Thiamine-treated group, Thiamine-deficient group, Pyrithiamine-treated group. Each group was divided into three subgroups: 3, 7 and 16 week old group. Myelin protein and phospholipid, one of the compositions of myelin lipid, were measured in the myelin isolated from rat brain. Threshold of electric shock seizure was tested in each group. The amount of each myelin composition in lead-treated group and thiamine-deficient group was significantly lower than those of all the brains in control group, but recovery by supplementation with thiamine during lead intoxication was occurred only in the cerebellum of 3 week old animal. Thresholds of the electric shock seizure of lead treated group and thiamine deficient group in 3 and 7 week old rats were significantly lower than those of control group, while those of lead plus thiamine treated group were similar to those of control group.

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배전 선로에 연계된 다수대의 변동성 재생에너지 발전 시스템의 출력 유효전력 변동에 따른 무효전력 제어를 이용한 전압 변동 보상 (Compensation of Voltage Variation Using Active Power-Dependent Reactive Power Control with Multiple VRE Systems Connected in a Distribution Line)

  • 이상훈;김수빈;송승호
    • 풍력에너지저널
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    • 제9권4호
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    • pp.47-56
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    • 2018
  • This paper introduces an active power dependent standard characteristic curve, Q(P) to compensate for voltage variations due to the output of distributed generation. This paper presents an efficient control method of grid-connected inverters by comparing and analyzing voltage variation magnitude and line loss according to the compensation method. Voltage variations are caused not only by active power, but also by the change of reactive power flowing in the line. In particular, the system is in a relatively remote place in a coastal area compared with existing power plants, so it is relatively weak and may not be suitable for voltage control. So, since it is very important to keep the voltage below the normal voltage limit within the specified inverter capacity and to minimize line loss due to the reactive power. we describe the active power dependent standard characteristic curve, Q(P) method and verify the magnitude of voltage variation by simulation. Finally, the characteristics of each control method and line loss are compared and analyzed.

The anti-nociceptive effect of BPC-157 on the incisional pain model in rats

  • Jung, Young-Hoon;Kim, Haekyu;Kim, Hyaejin;Kim, Eunsoo;Baik, Jiseok;Kang, Hyunjong
    • Journal of Dental Anesthesia and Pain Medicine
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    • 제22권2호
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    • pp.97-105
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    • 2022
  • Background: The pentadecapeptide BPC-157 has been shown to have anti-inflammatory and wound healing effects on multiple target tissues and organs. Peptides have potent anti-inflammatory effects on periodontal tissues in rats with periodontitis. Few studies have investigated the effect of BPC-157 on pain after dental procedures or oral surgeries. The purpose of the present study was to investigate the antinociceptive effects of BPC-157 on postoperative incisional pain in rats. Methods: Sprague-Dawley rats were randomly divided into five groups: control (saline with the same volume), BPC10 (10 ㎍/kg of BPC-157), BPC20 (20 ㎍/kg of BPC-157), BPC40 (40 ㎍/kg of BPC-157), and morphine (5 mg/kg of morphine). A 1-cm longitudinal incision was made through the skin, fascia, and muscle of the plantar aspect of the hind paw in isoflurane-anesthetised rats. Withdrawal responses were measured using von Frey filaments at 0, 2, 6 h and 4, 7 d after incision. The formalin test was also performed to differentiate its anti-nociceptive effect from an inflammatory reaction or central sensitization. Pain behavior was quantified periodically in phases 1 and 2 by counting the number of flinches in the ipsilateral paw after injection with 30 µL of 5% formalin. Results: The threshold of mechanical allodynia was significantly increased in the BPC10, BPC20, BPC40 and morphine groups compared with that in the control group at 2 h. These increasing thresholds then returned to the levels of the control group. The BPC-157 group showed a much higher threshold at 4 days after incision than the control group. The thresholds of the BPC groups, except the morphine group, were normalized 7 days after incision. The flinching numbers of the BPC10, BPC20, BPC40 and morphine groups were significantly decreased in phase 1, but there was no decrease in the BPC-157 groups except the morphine group in phase 2. Conclusions: BPC-157 was effective only for a short period after incision. It was also effective during phase 1 but not during phase 2, as determined by the formalin test. BPC-157 might have a short antinociceptive effect, even though it has anti-inflammatory and wound healing effects.

섬유근통 동물 모델에서 포도씨 추출 proanthocyanidin의 진통 효과 (Analgesic Effect of Grape Seed Proanthocyanidin Extract in Fibromyalgia Animal Model)

  • 문현일;김성호;장태정;문일수
    • 생명과학회지
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    • 제20권4호
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    • pp.496-502
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    • 2010
  • 산성 식염수 쥐모델은 사람의 섬유근통에 근접한 모델로 제시되고 있다. 포도씨에서 얻은 oligomeric proanthocyanidin complexes (OPC)는 항산화제로 알려져 있다. 저자들은 산성 식염수 모델에서 통증 역치에 대한 OPC의 효과를 연구했다. 좌측 장딴지 근육에 pH 4.0의 산성 식염수 $100\;{\mu}l$를 0일과 5일에 주사했다. 대조군은 pH 7.2의 생리 식염수를 같은 스케줄로 주사했다. 산성 식염수 그룹 10마리를 다시 두 그룹으로 나누어 한 그룹은 멸균 식염수, 다른 한 그룹은 OPC 300 mg/kg를 복강 내 주사했다. 복강 내 주사 한시간 후 다시 통각에 대한 역치를 조사했다. 0일에 비해 7일에서 산성 식염수 모델은 기계적 과통각을 나타냈다(p<0.05). OPC 300 mg/kg를 복강내 주사한 그룹에서 강력한 항통각 효과를 나타냈다(주사측 발바닥, p=0.001; 반대측 발바닥, p=0.002). 면역조직화학 염색상 복강내 식염수를 처치한 대조군에 비해 OPC 처치군에서 대뇌의 M1 및 M2 영역에서 산-감지 이온 통로3의 발현이 감소되었다(p<0.05). 사람의 섬유근통에서 OPC 치료의 효과를 보기 위한 연구가 향후 필요할 것으로 생각된다.

충전 프로파일 및 셀 밸런스 제어기술을 활용한 대용량 리튬이온 배터리 고속충전시스템 개발 (Development of a Fast Charging System Utilizing Charge Profile and Cell Balance Control Technology for Large Capacity Lithium-ion Batteries)

  • 가니 도가라 유나나;안재영;박찬원
    • 산업기술연구
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    • 제40권1호
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    • pp.7-12
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    • 2020
  • Lithium-ion cells have become the go-to energy source across all applications; however, dendritic growth remains an issue to tackle. While there have been various research conducted and possible solutions offered, there is yet to be one that efficiently rules out the problem without, however, introducing another. This paper seeks to present a fast charging method and system to which lithium-ion batteries are charged while maintaining their lifetime. In the proposed method, various lithium cells are charged under multiple profiles. The parameters of charge profiles that inflict damage to the cell's electrodes are obtained and used as thresholds. Thus, during charging, voltage, current, and temperature are actively controlled under these thresholds. In this way, dendrite formation suppressed charging is achieved, and battery life is maintained. The fast-charging system designed, comprises of a 1.5kW charger, an inbuilt 600W battery pack, and an intelligent BMS with cell balancing technology. The system was also designed to respond to the aging of the battery to provide adequate threshold values. Among other tests conducted by KCTL, the cycle test result showed a capacity drop of only 0.68% after 500 cycles, thereby proving the life maintaining capability of the proposed method and system.

Detection of Imprinted Quantitative Trait Loci (QTL) for Growth Traits in Pigs

  • Lee, H.K.;Lee, S.S.;Kim, T.H.;Jeon, G.J.;Jung, H.W.;Shin, Y.S.;Han, J.Y.;Choi, B.H.;Cheong, I.C.
    • Asian-Australasian Journal of Animal Sciences
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    • 제16권8호
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    • pp.1087-1092
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    • 2003
  • As an experimental reference population, crosses between Korean native pig and Landraces were established and information on growth traits was recorded. Animals were genotyped for 24 microsatellite markers covering chromosomes 2, 6, and 7 for partial-genome scan to identify chromosomal regions that have effects on growth traits. quantitative trait loci (QTL) effects were estimated using interval mapping by the regression method under the line cross models with a test for imprinting effects. For test of presence of QTL, chromosome-wide and single position significance thresholds were estimated by permutation test and normal significance threshold for the imprinting test were derived. For tests against the Mendelian model, additive and dominance coefficients were permuted within individuals. Thresholds (5% chromosome-wide) against the no-QTL model for the analyzed traits ranged from 4.57 to 4.99 for the Mendelian model and from 4.14 to 4.67 for the imprinting model, respectively. Partial-genome scan revealed significant evidence for 4 QTL affecting growth traits, and 2 out of the 4 QTLs were imprinted. This study demonstrated that testing for imprinting should become a standard procedure to unravel the genetic control of multi-factorial traits. The models and tests developed in this study allowed the detection and evaluation of imprinted QTL.

Structural health monitoring of a high-speed railway bridge: five years review and lessons learned

  • Ding, Youliang;Ren, Pu;Zhao, Hanwei;Miao, Changqing
    • Smart Structures and Systems
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    • 제21권5호
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    • pp.695-703
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    • 2018
  • Based on monitoring data collected from the Nanjing Dashengguan Bridge over the last five years, this paper systematically investigates the effects of temperature field and train loadings on the structural responses of this long-span high-speed railway bridge, and establishes the early warning thresholds for various structural responses. Then, some lessons drawn from the structural health monitoring system of this bridge are summarized. The main context includes: (1) Polynomial regression models are established for monitoring temperature effects on modal frequencies of the main girder and hangers, longitudinal displacements of the bearings, and static strains of the truss members; (2) The correlation between structural vibration accelerations and train speeds is investigated, focusing on the resonance characteristics of the bridge at the specific train speeds; (3) With regard to various static and dynamic responses of the bridge, early warning thresholds are established by using mean control chart analysis and probabilistic analysis; (4) Two lessons are drawn from the experiences in the bridge operation, which involves the lacks of the health monitoring for telescopic devices on the beam-end and bolt fractures in key members of the main truss.