• 제목/요약/키워드: Hard decision

검색결과 302건 처리시간 0.025초

무선 인지 시스템에서 협력 스펙트럼 센싱을 위한 최적화된 연판정 방식 (Optimal Soft Decision for Cooperative Spectrum Sensing in Cognitive Radio Systems)

  • 이소영;김진영
    • 한국전자파학회논문지
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    • 제22권4호
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    • pp.423-429
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    • 2011
  • 협력 스펙트럼 센싱은 스펙트럼 센싱의 신뢰성 및 정확도를 높이기 위해 다수의 CR 기기들이 정보를 공유하여 면허 사용자를 검출하는 방식이다. 이때, CR 기기의 센싱 결과를 융합하는 방식에 따라 경판정 방식(hard decision method)과 연판정 방식(soft decision method)으로 구별할 수 있다. 본 논문은 면허 사용자와 CR 기기 사이의 거리에 따른 가중치가 적용된 결합 방식(Distance based Weight Combining: DWC)을 사용하여 에너지 검출기반 협력 스펙트럼 센싱을 제안하고, 이에 따른 분석 및 모의 실험 결과를 나타낸다. 면허 사용자의 신호는 OFDM 기반의 시스템을 가정하였으며, 면허 사용자와 CR 기기 사이의 무선 채널은 가우시안(Gaussian) 채널로 모델링하였다. 에너지 검출법을 위한 임계값은 각 채널의 SNR(Signal to Noise Ratio)에 따라 다르게 적용되었으며, 각 채널의 잡음 신호의 평균값으로 가정하였다. DWC를 적용한 협력 스펙트럼 센싱을 수행한 결과, 거리에 따라 다양한 검출 확률을 나타낸 단일 센싱에 비해 비교적 안정된 검출 확률을 나타내는 것으로 알 수 있었으며, 동일 이득 결합을 반영하여 협력 스펙트럼 센싱을 수행한 것보다 우수한 스펙트럼 센싱을 나타내었다.

탈중앙화된 자율 조직 의사결정을 위한 도구 (A Decision Making Tool for Decentralized Autonomous Organization)

  • 이요셉;박용범
    • 반도체디스플레이기술학회지
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    • 제19권2호
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    • pp.1-10
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    • 2020
  • Blockchain enabled Decentralized Autonomous Organization (DAO), a new form of organization with conveying its core value - trust. Token holders who are participating DAO's governance share their thoughts, information, and ideas in online forum. But it is problem that chronological form of DAO's online forum makes token holders hard to find crucial information, meaning that many of them might not understand what is happening discussion. In this paper, we studied not only a decision making process which feature is iteration, visualization, and applicable to DAO with 6 steps in total but also a decision making tool which is based on the process of this paper. The tool has features to help participants such as voting model, visualization features which gives guidance to them for their decision during the process. Our experiment showed that the process and tool is somewhat reasonable, and the information during the process is effective for participants. This work is expected to be applied to current DAOs to make a decision among the token holders.

An Algorithm for Support Vector Machines with a Reject Option Using Bundle Method

  • Choi, Ho-Sik;Kim, Yong-Dai;Han, Sang-Tae;Kang, Hyun-Cheol
    • Communications for Statistical Applications and Methods
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    • 제16권6호
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    • pp.997-1004
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    • 2009
  • A standard approach is to classify all of future observations. In some cases, however, it would be desirable to defer a decision in particular for observations which are hard to classify. That is, it would be better to take more advanced tests rather than to make a decision right away. This motivates a classifier with a reject option that reports a warning for those observations that are hard to classify. In this paper, we present the method which gives efficient computation with a reject option. Some numerical results show strong potential of the propose method.

친환경농식품 가공업체의 경영계획 수립을 위한 다목표 수리계획모형의 적용 방안 (Applying Multi-objective Mathematical Programming Model for Business Planning of Eco-friendly Agrifood Processing Enterprise in Korea)

  • 조완형
    • 한국유기농업학회지
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    • 제26권2호
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    • pp.181-202
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    • 2018
  • Most of eco-friendly agrifood processing enterprises in Korean rural area are small and medium-sized business. For this reason, it's hard for eco-friendly agrifood processing enterprises to neither analyze business performance for efficient business management nor establish their own business plan for rational decision-making. Therefore it's necessary to design effective mathematical programming model and to make practical application which can support rational management decision-making ensuring the stable business activity of eco-friendly agrifood processing enterprises. Accordingly this paper focuses on the designing and its application of multi-objective mathematical programming model using goal programming to support rational decision-making of eco-friendly agrifood processing enterprise. Hansalimanseongmachum Food Inc. which runs soy bean processing business making tofu based on regional-based soybean farms around Anseong City will be the specific case to apply multi-objective mathematical programming model in practice. And it will suggest measures to support rational management decision-making of other eco-friendly agrifood processing enterprises.

엔트로피 척도를 이용한 MADM 문제의 선호대안 선정 (Selecting on the Preferred Alternatives of the MADM Problems using the Entropy Measure)

  • 이강인
    • 산업경영시스템학회지
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    • 제26권2호
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    • pp.55-61
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    • 2003
  • The purpose of this paper is to propose a method for selecting the preferred alternatives of Multiple- Attribute Decision-Making(MADM) problem using the Entropy measure. A decision-maker who wants to estimate exactly the weight to be applied to her/his MADM problem is usually confronted with the embarrassing situation where, although there exist a variety of weighting methods, it is hard to find a right procedure to choose a pertinent value To remedy this uncomfortable situation, the Entropy measure commonly used in information theory, Is proposed as a tool that can be used by decision-makers to more efficiently select the preferred alternatives. As a result, the method proposed in the paper can be significant in that relatively easy to understand by decision-makers.

군단급 워${\cdot}$게임모델 (Corps-Level War-Game Model)

  • 오형재
    • 한국국방경영분석학회지
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    • 제3권1호
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    • pp.51-82
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    • 1977
  • Decision making is a function of many variables, but among these, human burden (soft-ware) and machine burden (hard-ware) are critical. Decision Maker is rather concerned with the soft-ware and just wants to have machine calculate the quantitative arithmetic involved in the decision-making study, because he is responsible for that decision whether or not he knows details about the techniques used by his staffs. From the point of these considerations, computer-assisted war game model has its significance in military decision making. The major outcome of this model is time-phased FEBA movement. FEBA is moved mainly by the ratio of the Index of Combat Effectiveness (ICE). To calculate ICE, Ground Forces are concerning the Index of Firepower (IFP) of individual weapons and in the case of Air Force, sorties are allocated into each sector, and added to the Ground Force IFP. With the ratio of total ICE, FEBA is moved according to the War Game Tables and process is repeated after consideration of casualties. This model is used by IBM-370/135 in MND computer room and also tested by IBM-3741/3717 established at ROKA HQ.

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Low-Complexity Non-Iterative Soft-Decision BCH Decoder Architecture for WBAN Applications

  • Jung, Boseok;Kim, Taesung;Lee, Hanho
    • JSTS:Journal of Semiconductor Technology and Science
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    • 제16권4호
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    • pp.488-496
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    • 2016
  • This paper presents a low-complexity non-iterative soft-decision Bose-Chaudhuri-Hocquenghem (SD-BCH) decoder architecture and design technique for wireless body area networks (WBANs). A SD-BCH decoder with test syndrome computation, a syndrome calculator, Chien search and metric check, and error location decision is proposed. The proposed SD-BCH decoder not only uses test syndromes, but also does not have an iteration process. The proposed SD-BCH decoder provides a 0.75~1 dB coding gain compared to a hard-decision BCH (HD-BCH) decoder, and almost similar coding gain compared to a conventional SD-BCH decoder. The proposed SD-BCH (63, 51) decoder was designed and implemented using 90-nm CMOS standard cell technology. Synthesis results show that the proposed non-iterative SD-BCH decoder using a serial structure can lead to a 75% reduction in hardware complexity and a clock speed 3.8 times faster than a conventional SD-BCH decoder.

역추적 방식의 시스토릭 어레이 구조를 가진 연판정 비터비 복호기의 설계 (VLSI Design of Soft Decision Viterbi Decoder Using Systolic Array Architecture)

  • 김기보;김종태
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1999년도 하계학술대회 논문집 G
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    • pp.3199-3201
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    • 1999
  • Convolutional coding with Viterbi decoding is known as a powerful method for forward error correction among many kinds of channel coding methods. This paper presents a soft decision Viterbi decoder which has systolic array trace-back architecture[1]. Soft decision is known as more effective method than hard decision and most of digital communication systems use soft decision. The advantage of using a systolic array decoder is that the trace-back operation can be accomplished continuously in an array of registers in a pipe-line fashion, instead of waiting for the entire trace-back procedure to be completed at each iteration. Therefore it may be suitable for faster communication system. We described operations of each module of the decoder and showed results of the logic synthesis and functional simulation.

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DS/CDMA 시스템에서 Dead Zone 검출방식을 이용한 직렬 간섭제거의 성능분석 (Performance Analysis of a Cascaded Interference Canceller using Dead Zone Decision for DS/CDMA System)

  • 이상훈;김남
    • 한국전자파학회논문지
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    • 제11권5호
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    • pp.689-696
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    • 2000
  • 본 논문에서는 다중경로 패이딩 환경의 DS/CDMA 통신방식에서 성능저하 원인인 동일채널 간섭을 제거하기 위하여 dead zone 검출방식을 이용한 직렬 간섭제거기를 제안하고, 그 성능을 분석하였다. 직렬 간섭제거는 수신기 correlator 출력에서 검출한 데이터를 이용하여 동일채널 간섭을 재생한 후 다음 단계에서 제거해주는 방식이다. Dead zone 검출 방식은 이동통신 환경에서 동일채널 간섭의 제거 성능을 향상시키기 위해 비교적 강한 신호를 검출 방식으로써 제안한 직렬 간섭제거기의 성능분석 결과, 기존 수신기에 비해 동일채널의 사용자수가 약 4배 정도 증가하였으며, 제안한 dead zone 검출방식이 hard 검출방식에 비해 약 17% 정도 사용가 수의 증가하는 개선된 결과를 얻었다. 또한 원근문제에 있어서 사용자수 증가에 따라서 안정적인 전력제어가 필요함을 알수 있었다.

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단층파쇄대의 사면안정성 연구 (A Study on Slope Stability of Faultzone)

  • 이수곤;금동헌
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2001년도 봄 학술발표회 논문집
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    • pp.183-190
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    • 2001
  • There are complicated and big shear zone which is about several tens meter in the middle of the cutting slope in this study area. And slope stability analysis is very hard because many fault zones are gathered in the shear zone. This study furnish imformations of scrutinized geological survey, numerical stability analysis, reinforcement work analysis and computation of ground mass properties. Then this offer rational slope stability analysis, rock mass decision and counterplan.

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