• Title/Summary/Keyword: Threshold model

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Adaptive Algorithms for Bayesian Spectrum Sensing Based on Markov Model

  • Peng, Shengliang;Gao, Renyang;Zheng, Weibin;Lei, Kejun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권7호
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    • pp.3095-3111
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    • 2018
  • Spectrum sensing (SS) is one of the fundamental tasks for cognitive radio. In SS, decisions can be made via comparing the test statistics with a threshold. Conventional adaptive algorithms for SS usually adjust their thresholds according to the radio environment. This paper concentrates on the issue of adaptive SS whose threshold is adjusted based on the Markovian behavior of primary user (PU). Moreover, Bayesian cost is adopted as the performance metric to achieve a trade-off between false alarm and missed detection probabilities. Two novel adaptive algorithms, including Markov Bayesian energy detection (MBED) algorithm and IMBED (improved MBED) algorithm, are proposed. Both algorithms model the behavior of PU as a two-state Markov process, with which their thresholds are adaptively adjusted according to the detection results at previous slots. Compared with the existing Bayesian energy detection (BED) algorithm, MBED algorithm can achieve lower Bayesian cost, especially in high signal-to-noise ratio (SNR) regime. Furthermore, it has the advantage of low computational complexity. IMBED algorithm is proposed to alleviate the side effects of detection errors at previous slots. It can reduce Bayesian cost more significantly and in a wider SNR region. Simulation results are provided to illustrate the effectiveness and efficiencies of both algorithms.

터보차져의 로터다이나믹 해석모델 개발 및 진동응답 해석 (Development of Rotordynamic Analytical Model and Analysis of Vibration Response of a Turbocharger)

  • 김병옥;이안성
    • 한국유체기계학회 논문집
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    • 제13권5호
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    • pp.35-42
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    • 2010
  • This paper deals with the development of analytical model of a turbocharger and its detail rotordynamic analysis. Two analytical models, which are verified by experimental modal testing, are proposed and the analytical model including rotor shaft extended to compressor and turbine wheel end side is chosen. A rotordynamic analysis includes the critical map, Campbell diagram, stability, and unbalance response, especially nonlinear transient response considering nonlinear fluid film force at bearings. Although the linearized analysis accurately predicts the critical speeds, stability limit, and stability threshold speed, the predicted vibration results are not valid for speeds above the stability threshold speed since the rotor vibrates with a subsynchronous component much larger than the one synchronous with rotor speed. Hence, for operating speed above the stability threshold, a nonlinear transient analysis considering nonlinear fluid film force must be performed in order to accurately predict vibration responses of rotor and guarantee results of analysis.

Neuropathic pain을 일으킨 쥐에 있어서 침의 진통작용 (Acupuncture analgesia in a rat model of neuropathic pain)

  • 임규상
    • 한방안이비인후피부과학회지
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    • 제12권1호
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    • pp.143-153
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    • 1999
  • Background: The vasoreactivity of cerebral artery is currently the subject of increasing interest Transcranial Doppler The purpose of this study was to investigate the analgesic effect of acupuncture in a model of neuropathic pain produced by segmental spinal nerve injury (SSI) in rats. The left L5 and L6 spinal nerves of Sprague-Dawley rats were tightly ligated, and one week later, manual or electro-acupuncture was applied for 30 minutes to the contralateral hindlimb (right side) while the animal was lightly anesthetized with halothane. The mechanical threshold of the paw for ipsilateral (left side) hind limb flinching was determined prior to and 0.5, 1, 2, 4, and 24 hours after termination of acupuncture. The mechanical threshold for flinching was significantly elevated for about 4 hours after manual acupuncture applied to the BL. 60 (Kunlun) point or electro-acupuncture to the BL. 60 and BL. 40 (Weizhong) points. However, manual acupuncture applied to the ST. 36 (Zusanli) point was not effective. Furthermore, systemic naloxone pretreatment had no effect on the acupuncture induced threshold elevation. These data suggests that acupuncture produces a point specific, naloxone independent analgesia in a rat neuropathic pain model. ※ This paper is supported by a grant from the '1996 Jusan Foundation of Wonkwang university.)

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선별적인 임계값 선택을 이용한 준지도 학습의 SAR 분류 기술 (Semi-Supervised SAR Image Classification via Adaptive Threshold Selection)

  • 도재준;유민정;이재석;문효이;김선옥
    • 한국군사과학기술학회지
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    • 제27권3호
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    • pp.319-328
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    • 2024
  • Semi-supervised learning is a good way to train a classification model using a small number of labeled and large number of unlabeled data. We applied semi-supervised learning to a synthetic aperture radar(SAR) image classification model with a limited number of datasets that are difficult to create. To address the previous difficulties, semi-supervised learning uses a model trained with a small amount of labeled data to generate and learn pseudo labels. Besides, a lot of number of papers use a single fixed threshold to create pseudo labels. In this paper, we present a semi-supervised synthetic aperture radar(SAR) image classification method that applies different thresholds for each class instead of all classes sharing a fixed threshold to improve SAR classification performance with a small number of labeled datasets.

Gate와 threshold가 있는 2단계 서비스의 $M^{x}$/G/1 모형 분석 ($M^{x}$/G/1 two-phase gated service model with threshold)

  • 김정현;허선
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 2000년도 춘계공동학술대회 논문집
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    • pp.461-464
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    • 2000
  • 본 연구에서는 집단도착과 Threshold가 있는 2단계 서비스 중 첫 서비스에 Gate가 있는 모형에 대해 분석한다. 즉 도착 간격이 지수분포를 따르고 집단도착이 일어나는 모델에서 도착한 고객의 수가 정해진 threshold를 넘으면 서비스를 시작한다. 시스템의 서버는 하나이며 이 서버로부터 첫 단계에서 배치서비스를 받고, 두 번째 단계에서 개별서비스를 받는다. 첫 번째 단계 서비스 중일 때 도착한 고객은 진행중인 서비스에 합류해 같이 서비스를 받는 것이 아니라 다음 batch 서비스를 기다린 후 배치 서비스를 받아야 한다. 첫 단계 서비스 시작 시 고객수, 두 번째 단계서비스 종료 시 고객 수를 확률변수로 정의하고 이를 풀어 고객수 분포에 대한 PGF 및 평균 고객수와 대기시간분포에 대한 LST 및 평균 대기시간 등을 유도한다.

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Design of Threshold Blind Signature Scheme

  • Vo, Duc-Liem;Kim, Kwangjo
    • 한국정보보호학회:학술대회논문집
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    • 한국정보보호학회 2003년도 하계학술대회논문집
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    • pp.37-42
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    • 2003
  • Threshold signature and blind signature are playing important roles in cryptography as well as practical applications such as e-cash and e-voting systems. In this paper, we present a new threshold blind digital signature based on pairings without a trusted third party. Our scheme operates on Gap Diffie-Hellman group, where Computational Diffie-Hellman problems are hard but Decision Diffie-Hellman problems are easy. For example, we use pairings that could be built from Weil pairing or Tate pairing. To the best of our knowledge, we claim that our scheme is the first threshold blind signature using pairings with provable security in the random oracle model.

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PIREP과 KWRF를 활용한 한반도 난류, 착빙 지수의 임계값 설정 및 검증 (A Verification of threshold of the aircraft turbulence index and icing index using PIREPs and KWRF on Korean peninsula)

  • 김영철
    • 한국항공운항학회지
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    • 제19권3호
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    • pp.54-60
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    • 2011
  • The purpose of this study is verification of threshold of the aircraft turbulence index and icing index using PIREPs and KWRF on Korean peninsula, to operational weather support. There is improvement in new threshold value made of the pilot weather report data and the turbulence and icing index from KWRF model result, using the ROC Diagram method. the accuracy is up to 0.6 compared with the precedent study result 0.5. Through this study, It is founded on the research and development of the Korean peninsula aircraft turbulence and icing.

미세 유체 상 PDMS 고분자 필름의 펨토초 레이저 어블레이션 및 천공 임계치 연구 (fs-laser Ablation and Optoperforation Threshold for PDMS Thin Film on $\mu$-channel)

  • 우숙이;;윤태오;정세채;박일홍
    • 한국정밀공학회지
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    • 제27권2호
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    • pp.29-33
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    • 2010
  • We have investigated fs-laser ablation as well as optoperforation threshold of PDMS (Polydimethylsiloxane) thin lid cover on ${\mu}$-channel with changing the flow medium from water to hemoglobin. The ablation threshold is found to be independent of both PDMS thin film thickness and flow medium, but the optoperforation threshold is dependent on the films thickness. The observation that the ablation process is well described with simple two-temperature model supposed that the cover lid PDMS of $\mu$-channel be processed with minimized thermal effects by fs-laser with low laser fluence.

Crop Field Extraction Method using NDVI and Texture from Landsat TM Images

  • Shibasaki, Ryosuke;Suzaki, Junichi
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 1998년도 Proceedings of International Symposium on Remote Sensing
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    • pp.159-162
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    • 1998
  • Land cover and land use classification on a huge scale, e.g. national or continental scale, has become more and more important because environmental researches need land cover: And land use data on such scales. We developed a crop field extraction method, which is one of the steps in our land cover classification system for a huge area. Firstly, a crop field model is defined to characterize "crop field" in terms of NDVI value and textual information Textual information is represented by the density of straight lines which are extracted by wavelet transform. Secondly, candidates of NDVI threshold value are determined by "scale-space filtering" method. The most appropriate threshold value among the candidates is determined by evaluating the line density of the area extracted by the threshold value. Finally, the crop field is extracted by applying level slicing to Landsat TM image with the threshold value determined above. The experiment demonstrates that the extracted area by this method coincides very well with the one extracted by visual interpretation.

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추계적 페트리 네트를 이용한 대기시스템의 제어모형 (Control Models for Queueing Systems Using Stochastic Petri Nets)

  • 이광식;이효성
    • 산업공학
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    • 제8권2호
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    • pp.161-169
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    • 1995
  • In this paper, a threshold policy is considered for the Markovian queueing system with server vacations. The threshold policy considered in this paper has the following form: "when the number of customers present in the system increases to N, the server is turned on and serves customers until the system becomes empty". In this paper, we show how the finite capacity or finite population queueing system under a threshold policy can be modeled by the stochastic Petri net. The performance evaluation of the model is carried out using the software called "SPNP". Some examples are also presented in which it is shown that how the optimal threshold policies can be obtained under a linear cost structure.

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