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Implementation on SVM based Step Detection Analyzer (SVM 기반의 걸음 검출 분석기의 구현)

  • An, Kyung Ho;Kim, En Tae;Ryu, Uk Jae;Chang, Yun Seok
    • Journal of Korea Multimedia Society
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    • v.16 no.10
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    • pp.1147-1155
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    • 2013
  • In this study, we designed and implemented a step detection analyzer that can compare and analyze the step detection rates and results among the step detection algorithms. The step detection analyzer converts 3-axes accelerometer data into continuous energy stream through SVM operation, shows the horizontal comparison among the step detection results for each step detection algorithms, and can make elemental detection analyses. For these processes, the step detection analyzer presents the continuous energy stream as energy waveform, checks the peak values and time location of the detected steps with step detection algorithms, and gives visual interface to get some possible causes in cases of step detection miss. It can also give the threshold graph for each algorithm to check the threshold value on missed cases directly and can help to get more appropriate threshold values or other adjustable parameters in step detection algorithm. This step detection analyzer can be applied efficiently on performance enhancement of step detection algorithm, on deciding an appropriate algorithm for a specific step counter system in the various step counter filed operations.

Dynamic Threshold Determination Method for Energy Efficient SEF using Fuzzy Logic in Wireless Sensor Networks (무선 센서 네트워크에서 통계적 여과 기법의 에너지 효율 향상을 위한 퍼지논리를 적용한 동적 경계값 결정 기법)

  • Choi, Hyeon-Myeong;Lee, Sun-Ho;Cho, Tae-Ho
    • Journal of the Korea Society for Simulation
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    • v.19 no.1
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    • pp.53-61
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    • 2010
  • In wireless sensor networks(WSNs) individual sensor nodes are subject to security compromises. An adversary can physically capture sensor nodes and obtain the security information. And the adversary injects false reports into the network using compromised nodes. If undetected, these false reports are forwarded to the base station. False reports injection attacks can not only result in false alarms but also depletion of the limited amount of energy in battery powered sensor nodes. To combat these false reports injection attacks, several filtering schemes have been proposed. The statistical en-routing filtering(SEF) scheme can detect and drop false reports during the forwarding process. In SEF, The number of the message authentication codes(threshold) is important for detecting false reports and saving energy. In this paper, we propose a dynamic threshold determination method for energy efficient SEF using fuzzy-logic in wireless sensor networks. The proposed method consider false reports rate and the number of compromised partitions. If low rate of false reports in the networks, the threshold should low. If high rate of false reports in networks, the threshold should high. We evaluated the proposed method’s performance via simulation.

The Analysis of a Process Monitoring system based on Functional Link Associative Network (화학공정 감시를 위한 함수연결연상 신경망 시스템 구현)

  • Yoon En Sup;Cho Jae Kyu;Lee Dong Eon;Kim Yong Ha;Ahn Sung Jun
    • Journal of the Korean Institute of Gas
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    • v.7 no.3 s.20
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    • pp.24-31
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    • 2003
  • To operate process plant safely and economically, process monitoring is very important. There are a great number of data acquired through distributed control system and process information system. Fault monitoring is the task with difficulties owing to not only the huge amount of data, but also nonlinearity of chemical processes. In this research, the program, REFA, based on PCA and functional link associative neural network has developed. REFA has better learning capabilities, generalization abilities, and shorter learning time than existing neural network programs. In this work its usefulness has proven by application to Tennessee Eastman process.

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OZONE MEASUREMENTS IN THE STRATOSPHERE FROM KSR420S-1 AND -2 (과학 1, 2호 로켓 실험을 통한 성층권 오존량 측정)

  • Lee, K. Y.;Lee, D. H.;Kim, J.;Park, C. J.;Cho, H. K.
    • Journal of Astronomy and Space Sciences
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    • v.11 no.1
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    • pp.53-70
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    • 1994
  • The Korean sounding rockets(KSR420S-1, -2) equipped with ozone detectors have b3en launched at An-heung, Chungchungnam-do, on June 4 and September 1, 1993, respectively. The ozone detector is used to measure the attenuation of solar UV radiation for various frequency bands in the stratosphere, to obtain vertical profiles of the ozone number density in the stratosphere. They confirm that the maximum ozone densities occur near 25 km, which is quite consistent with the mean value in the mid-latitude region. Our results from KSR420S-1 and -2 are compared with the other observation data from the Dobson spectrophotometer at Yonsei Univ., the LIDAR at Kyunghee Univ., the SBUV from Nimbus satellite, and the TOVS from NOAA satellite, which were performed simultaneously with the sounding rocket experiments.

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Bacillus stearothermophilus 에서 부분 정제한 Cytosine Deaminase 의 특성

  • 장영채;이경형;김성영;조윤래;김종규
    • Korean Journal of Microbiology
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    • v.30 no.4
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    • pp.305-309
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    • 1992
  • Cytosine deaminase (EC 3.5.4.1) from BaciNus stc~urorhermophilus was partially purified 7.2-fold with an overall yield of 52.7%. The partially purified enzyme deiiminated cytosine only.but not 5-methylcytosine and 5-fluorocytosine. The apparent Michaclis constant. Km valuefor cytosine was 5.9 mM. The enzyme was relatively stable in the range of pH 4.0 to 7.0.furthermore extremely thermo-stable : more than 75'X) of the activity was remained afterheating at 80$^{\circ}$C for I0 min at pH 6.5. The enzyme had a pH optimum at around pH7.0 to 7.5. and temperature optimum at 35 to 31$^{\circ}$C. And the activation energ (En value)determined from an Arrhenius plot was 26 Kcal/mol. The enzyme activity was stronglyinhibited by heavy metal ions such as Cd", Hg". Cut' at 1 mM, anJ by o-phenanthroline,and p-chloromcrcuribcnzoate at I mM. But the enrymc activity was activatetl increased byGMP, and CMP at 1 mM.ased by GMP, and CMP at 1 mM.

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Clarification of the Juice Extracted from Stored Apples by pH Adjustment (저장 사과로부터 착즙한 쥬스의 pH 조절에 의한 청징)

  • Kim, Dong-Man;Lee, Sei-En;Kim, Kil-Hwan
    • Korean Journal of Food Science and Technology
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    • v.21 no.2
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    • pp.180-184
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    • 1989
  • Clarification of the juice extracted from stored Fuji apples was studied with pectolytic enzyme and pH control, separately and in combinations. In the separated treatment, the clarity of the juice was increased with the treated enzyme amount. The juice adjusted pH to 3.5 with malic acid had the highest clarity in pH range from 3.5 to 5.0, but this juice was not acceptable because of high acidity. In combination of the two treatment, the clarity of the juice treated with the enzyme at pH 4.0 was higher than that of the juice without the enzyme, and the juice with ligh trasmittance of about 92% could be obtained at the pH by addition with one-third amount of enzyme which was used for clarification of the juice extracted from the fresh apples at harvesting season.

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A Study on the Effect of Temperature on the Elastic-Plastic Fracture Toughness $J_{IC}$ of Materials (I) - A Comparative Study of $J_{IC}$ Test Methods Recommended by ASTM and JSME - (재료의 탄소성 파괴인성치 $J_{IC}$의 온도 의존성에 관한 연구 I - AST과 JSME의 $J_{IC}$ 시험법에 관한 비교연구 -)

  • 석창성;최용식;양원호;김영진
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.13 no.4
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    • pp.653-659
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    • 1989
  • Elastic-plastic fracture toughness J$_{IC}$ can be used as an effective design criterion in elastic plastic fracture mechanics. In the J$_{IC}$ test methods approved by ASTM and JSME, there are discrepancies such as the definition of J$_{IC}$, the slope of the blunting line, curve fitting method and the measurement of crack extension etc. The objective of this paper is to evaluate the effect of these discrepancies on the determination of J$_{IC}$ values. Fracture toughness tests were performed on A516, SA508 and SCM415 steels, and test results were analyzed according to ASTM E 813-81, ASTM E 813-87 and JSME S 001-1981. Results showed significant differences depending on the analysis methods. Therefore, a conversion equation between two ASTM methods was proposed, and the conversion error was within acceptable range(less then 8.5%)en 8.5%)

Effects of Axial Flow Compressor Surge on the Performance of Turbofan Engine (터보팬 엔진의 축류압축기 서지가 엔진성능에 미치는 영향)

  • Oh, Chang-Yong;Koo, Ja-Ye
    • Journal of the Korean Society of Propulsion Engineers
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    • v.13 no.3
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    • pp.1-8
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    • 2009
  • This thesis has analyzed the effect of the surge happening in flight on the engine performance, especially on the PW4000 turbofan engine. It is to be judged that the flight surge can occur more often at the time of takeoff than it does en route due to the fact that the engine parameters are prone to fluctuate. EPR is judged to be the most highly sensitive parameter responding when surge occurs. Both Engine rpm and Wf decrease almost simultaneously just like an EPR. During the take-off rolling, N1 vibration is more sensitive than the N2 vibration. Consequently, the surge can be detected by EGT increase, while the other parameters (EPR, rpm, Wf, etc) decrease.

A Study on Speaker Identification Parameter Using Difference and Correlation Coeffieicent of Digit_sound Spectrum (숫자음의 스펙트럼 차이값과 상관계수를 이용한 화자인증 파라미터 연구)

  • Lee, Hoo-Dong;Kang, Sun-Mee;Chang, Moon-Soo;Yang, Byung-Gon
    • Speech Sciences
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    • v.11 no.3
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    • pp.131-142
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    • 2004
  • Speaker identification system basically functions by comparing spectral energy of an individual production model with that of an input signal. This study aimed to develop a new speaker identification system from two parameters from the spectral energy of numeric sounds: difference sum and correlation coefficient. A narrow-band spectrogram yielded more stable spectral energy across time than a wide-band one. In this paper, we collected empirical data from four male speakers and tested the speaker identification system. The subjects produced 18 combinations of three-digit numeric. sounds !en times each. Five productions of each three-digit number were statistically averaged to make a model for each speaker. Then, the remaining five productions were tested on the system. Results showed that when the threshold for the absolute difference sum was set to 1200, all the speakers could not pass the system while everybody could pass if set to 2800. The minimum correlation coefficient to allow all to pass was 0.82 while the coefficient of 0.95 rejected all. Thus, both threshold levels can be adjusted to the need of speaker identification system, which is desirable for further study.

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A Study on Imput/Output Queueing Management for High Performance Switching (고속 스위칭 성능 향상을 위한 Input/Output Queueing Management에 관한 연구)

  • 하창국;송재연;김장복
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.24 no.7B
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    • pp.1289-1295
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    • 1999
  • 본 논문에서는 스위치의 운용 알고리즘에 따라 시뮬레이션 프로그램을 이용하여 입/출력 버퍼의 셀 손실율을 측정하였다. 그 결과 셀 손실에 영향을 주는 요소로서, 셀 도착 간격 시간(k(a))과 SPEEDUP FACTOR(SF) en 가지 요소에 따라 셀손실을 평가할 수 있음을 알 수 있었다. 셀 도착 간격 시간 혹은 주기성은 비트가 셀로 모이는데 걸리는 시간을 의미하며 스위치 속도 SF는 임의의 한 슬롯내에서 한 입력단에서 출력단으로 서비스 가능한 셀의 수를 나타내고 있다. 시뮬레이션의 결과에서 보면 입력 버퍼에서는 주지성에 따라, 출력 버퍼에서는 SF의 크기에 따라 셀손실율이 커진다는 사실을 알 수 있었다. 따라서 보다 정확한 고속 스위칭 향상을 위해서는 입/출력 버퍼의 크기 결정이 중요하다. 본 논문의 시뮬레이션 결과에서는 입력 버퍼가 100x셀 일 때 출력 버퍼가 40x셀 정도의 크기가 적합하다는 것을 얻어내었다. 물론 입/출력 버퍼를 크게 한다면 셀 손실이 작아지지만, 하드웨어를 구성하는데 문제점이 발생될 것이기 때문이다. 그리고 본 논문 결과치중 셀 도착 분포 상황은 변동계수 모델링 성정에 따라 SF가 처리하는 서비스의 셀 도착 분포에 의 \ulcorner달라지지만, 변동계수가 전혀 없는 이상적인 경우(CV=1)를 제외한 경우의 SF값을 만족한다고 하겠다. 끝으로 입/출력 버퍼를 가진 스위치 구조는 단지 출력 버퍼를 갖는 스위치 보다 지연이 크지만, VLSI의 발달로 셀의 처리 속도가 증가하므로 더 많은 장점을 갖게 될 것이다.

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