• 제목/요약/키워드: Data Reduction Technique

검색결과 497건 처리시간 0.025초

GPS probe 및 루프 검지기 자료의 융합을 통한 통행시간추정 알고리즘 개발 (A development of travel time estimation algorithm fusing GPS probe and loop detector)

  • 정연식;최기주
    • 대한교통학회지
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    • 제17권3호
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    • pp.97-116
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    • 1999
  • The growing demand for the real time traffic information is bringing about the category and number of traffic collection mechanism in the era of ITS. There are, however, two problems in making data into information using various traffic data. First, the information making process of making data into the representative information, for each traffic collection mechanism, for the specified analysis periods is required. Second, the integration process of fusing each representative information into "the information" for each link out of each source is also required. That is, both data reduction and/or data to information process and information fusion are required. This article is focusing on the development of information fusing algorithm based on voting technique, fuzzy regression, and, Bayesian pooling technique for estimating the dynamic link travel time of networks. The proposed algorithm has been validated using the field experiment data out of GPS probes and detectors over the roadways and the estimated link travel time from the algorithm is proved to be more useful than the mere arithmetic mean from each traffic source.

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돈분과 톱밥혼합물의 연속 및 간헐 통기 퇴비화에서 암모니아 휘산 (Ammonia Emissions from Composting Hog Manure Amended with Sawdust under Continuous and Intermittent Aeration)

  • 홍지형
    • 한국농공학회지
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    • 제43권4호
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    • pp.113-119
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    • 2001
  • Ammonia emissions during composting of hog manure mixed with sawdust were studied in four runs comprising a total of 22 pilot-scale reactor vessels. These four runs extended previous work and both verified and extended the previous conclusions. The pilot-scale vessels were 205 L insulated stainless steel drums that were aerated either continuously (high/low thermostatically controlled fans) or intermittently (5 min high fan 55 min off). Temperature ammonia emissions air flow rates carbon dioxide production and oxygen utilization moisture and dry matter reduction initial and final chemical compositions were measured. Ammonia emissions from the intermittently aerated vessels were only about 50% as great as those from the continuously aerated ones but this was found to be a result more related to total air flow than to aeration technique. All of the data for total result more related to total air flow were fitted with a linear regression line y=0.139x+29.835 where y is ammonia expressed as g of N and x is air flow in kg with $R^2$=0.6808. this general trend indicates that about 50% reduction in ammonia emissions can be achieved with 75% reduction in air flow. For the aeration techniques used the minimum oxygen level in te exhaust gas from the vessels was 5% and this is probably a resonable lower limit constraining air flow reduction. However within this constraint lower air flow now appears to be a technique that can reduce odorous ammonia emissions.

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무선 비디오 스트림 시스템 EMI 잡음 개선 방안 (Optimized Design Technique of The EMI(Electro Magnetic Interference) Noise Reduction for Wireless Video Stream System)

  • 박경진;김종민;나극환
    • 한국ITS학회 논문지
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    • 제11권4호
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    • pp.112-120
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    • 2012
  • 본 논문에서는 무선으로 비디오를 데이터 전송하여 접근하는데 필요한 스트림 시스템을 구현하여 시스템 내에서 발생하는 EMI(Electro Magnetic Interference) 잡음을 각 인터페이스, 회로 그리고 PCB(Printed Circuit Board) 상에서 주파수 대역별로 분석하였고 각각 기능 블럭에 대한 잡음 개선 방안을 제시하였다. 개선방안으로 저역통과 대역 필터링, 고속 데이터 라인들의 내층 배선, 그라운드의 최적화를 수행하였다. 구현된 시스템은 EMI 규제치 30 ~ 230[MHz]대역과 230 ~ 1000[MHz]대역에서 각각 40[dBuV/m]와 47[dBuV/m]내로 약 2 ~ 20[dB] 마진을 확보하여 잡음 개선을 하였다.

Walking load model for single footfall trace in three dimensions based on gait experiment

  • Peng, Yixin;Chen, Jun;Ding, Guo
    • Structural Engineering and Mechanics
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    • 제54권5호
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    • pp.937-953
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    • 2015
  • This paper investigates the load model for single footfall trace of human walking. A large amount of single person walking load tests were conducted using the three-dimensional gait analysis system. Based on the experimental data, Fourier series functions were adopted to model single footfall trace in three directions, i.e. along walking direction, direction perpendicular to the walking path and vertical direction. Function parameters such as trace duration time, number of Fourier series orders, dynamic load factors (DLFs) and phase angles were determined from the experimental records. Stochastic models were then suggested by treating walking rates, duration time and DLFs as independent random variables, whose probability density functions were obtained from experimental data. Simulation procedures using the stochastic models are presented with examples. The simulated single footfall traces are similar to the experimental records.

RPE 검색을 이용한 CELP 보코더의 불규칙 코드북 검색 (On a Reduction of Codebook Searching Time by using RPE Searching Tchnique in the CELP Vocoder)

  • 김대식
    • 한국음향학회:학술대회논문집
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    • 한국음향학회 1995년도 제12회 음성통신 및 신호처리 워크샵 논문집 (SCAS 12권 1호)
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    • pp.141-145
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    • 1995
  • Code excited linear prediction speech coders exhibit good performance at data rates as low as 4800 bps. The major drawback to CELP type coders is their large computational requirements. In this paper, we propose a new codebook search method that preserves the quality of the CELP vocoder with reduced complexity. The basic idea is to restrict the searching range of the random codebook by using a searching technique of the regular pulse excitation. Applying the proposed method to the CELP vocoder, we can get approximately 48% complexity reduction in the codebook search.

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정적변위를 이용한 교량의 손상도 평가기법 (A Damage Assessment Technique for Bridges Using Static Displacements)

  • 최일윤;조효남
    • 한국강구조학회 논문집
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    • 제14권5호통권60호
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    • pp.641-646
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    • 2002
  • 본 논문에서는 정적 처짐데이터를 이용한 교량의 강성추정에 관한 기법을 개발하였다. 제안된 기법은 주기적으로 교량의 자중에 의한 처짐을 계측하여 이들 처짐값의 변화량을 이용하여 손상의 진행정도를 규명하는 기법으로써 재하시험이 필요하지 않으며, 최근 활발히 진행되고 있는 계측모니터링 시스템으로부터 획득된 계측데이터를 정량적으로 분석하는 기법으로 활용이 가능하리라 판단된다. 손상평가를 위한 정식화과정에서 부재의 손상은 강성의 저감으로 표현하였으며, 부재의 질량과 초기강성은 실측 또는 도면을 통하여 획득이 가능하다고 가정하였다. 제안된 기법의 타당성 검증을 위하여 수치모형을 통한 손상도 추정결과를 제시하였으며, 기존의 손상도 추정기법 중 비교적 손상에 대한 민감도가 높은 모드형상을 이용한 기법과 손상도 추정결과를 비교하였다. 또한, 손상추정결과를 정확도를 감소시키는 노이즈의 영향을 분석하기 위하여 정적응답자료에 백색잡음을 추가하여 손상도를 추정하였으며, 손상부재의 수가 손상추정 결과에 미치는 영향을 검토하였다.

UXO(Unexploded Ordnance) 탐지를 위한 자력탐사 기술 (Technique of magnetic survey for UXO discrimination)

  • 박인석;김현도;김진후
    • 한국마린엔지니어링학회:학술대회논문집
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    • 한국마린엔지니어링학회 2005년도 후기학술대회논문집
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    • pp.158-159
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    • 2005
  • The paper presents a method for location of subsurface UXOs. The approach utilities gradient interpretation techniques (analytic signal, horizontal gradient and Euler methods) to locate the objects. Then, linear least-squares technique, we obtain the magnetization location of the sources. We demonstrate the practical utility of the method using marine magnetic field data.

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생산공정의 모델링과 SIMAN 언어에 의한 모델분석 (A modeling of manufacturing system and a model analysis by a SIMAN language)

  • 이만형;김경천;한성현
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1987년도 한국자동제어학술회의논문집; 한국과학기술대학, 충남; 16-17 Oct. 1987
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    • pp.300-306
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    • 1987
  • This paper deals with a modeling of manufacturing system and a model analysis by a SIMAN language. A flow of production process is analyzed, and a mathematical model on the basis of the analyzed data is simulated by a SIMAN language. An object of this study is to achieve an optimization of production a reduction of cost, and an improvement of quality by a applicable line-balancing technique and an optimization technique in a real factor induced an analysis and synthesis of the result of simulation.

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Hadamard 변환과 위상 천이를 이용한 OFDM 시스템의 PAPR 감소 기법 (PAPR reduction algorithm using Hadamard transform and phase shift in OFDM systems)

  • 구현철
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2001년도 하계종합학술대회 논문집(1)
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    • pp.233-236
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    • 2001
  • Orthogonal freqency division multiplexing (OFDM) is an attractive technique for achieving high-bit-rate wireless data transmission. However, the potentially large peak-to-average power ratio (PAPR) has limited its application; An OFDM signal with the large PAPR can cause power degradation (In-band distortion) and spectral spreading (Out-of-band distortion) by being clipped passing through a power amplifier. Thus, we propose the combining algorithm of Hadamard transform and phase shift, which is ascribed to the relation between the correlation of the IFFT input sequence function and PAPR. Extensive computer simulations show that the combining algorithm is an effective technique to reduce PAPR.

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Microscopic Dynamic Voltage Scaling(DVS) 기반 저전력 MPEG-2 AAC 알고리즘 최적화 구현에 관한 연구 (Low Power Optimization of MPEG-2 AAC with Microscopic Dynamic Voltage Scaling(DVS))

  • 이은서;이재식;장태규
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2006년 학술대회 논문집 정보 및 제어부문
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    • pp.428-430
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    • 2006
  • This paper proposes a new means of performance optimization for multimedia algorithm utilizing the Microscopic DVS (Dynamic Voltage Scaling). The Microscopic DVS technique controls the operating frequency and the supply voltage levels dynamically according to the processing requirement for each frame of multimedia data. The huffman decoding algorithm of MPEG-2 AAC audio decoder is optimized to maximize the power saving efficiency of Microscopic DVS technique. The experimental results show the reduction of computational complexity by more than 30% and the reduction of power consumption by more than 17% compared with those of the conventionally fast method.

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