• Title/Summary/Keyword: error in test

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Soft Error Adaptable Deep Neural Networks

  • Ali, Muhammad Salman;Bae, Sung-Ho
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2020.11a
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    • pp.241-243
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    • 2020
  • The high computational complexity of deep learning algorithms has led to the development of specialized hardware architectures. However, soft errors (bit flip) may occur in these hardware systems due to voltage variation and high energy particles. Many error correction methods have been proposed to counter this problem. In this work, we analyze an error correction mechanism based on repetition codes and an activation function. We test this method by injecting errors into weight filters and define an ideal error rate range in which the proposed method complements the accuracy of the model in the presence of error.

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Design Controller For Rapidity Temperature Measurement-system (넓은 영역의 온도범위를 가지는 급속 온도특성측정시스템 컨트롤러 설계)

  • 신광식;정완영
    • Proceedings of the IEEK Conference
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    • 2001.06e
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    • pp.33-36
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    • 2001
  • An automatic TCXO frequency-temperature test apparatus was firstly developed by using thermoelectric device may. The developed system swing stably the test temperature range from -40$^{\circ}C$ to +80$^{\circ}C$ for about 1 hour The rising temperature ratio was fairly linear with time in this test temperature range. The temperature could be controlled error in error range of ${\pm}$0.05$^{\circ}C$ in this system. The frequency-Temperature properties of TCXO or the thermoelectric properties of other electric device.

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Weighted Least Absolute Error Estimation of Regression Parameters

  • Song, Moon-Sup
    • Journal of the Korean Statistical Society
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    • v.8 no.1
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    • pp.23-36
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    • 1979
  • In the multiple linear regression model a class of weighted least absolute error estimaters, which minimize the sum of weighted absolute residuals, is proposed. It is shown that the weighted least absolute error estimators with Wilcoxon scores are equivalent to the Koul's Wilcoxon type estimator. Therefore, the asymptotic efficiency of the proposed estimator with Wilcoxon scores relative to the least squares estimator is the same as the Pitman efficiency of the Wilcoxon test relative to the Student's t-test. To find the estimates the iterative weighted least squares method suggested by Schlossmacher is applicable.

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Artillery Error Budget Method Using Optimization Algorithm (최적화 알고리즘을 활용한 곡사포의 사격 오차 예측 기법)

  • An, Seil;Ahn, Sangtae;Choi, Sung-Ho
    • Journal of the Korea Society for Simulation
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    • v.26 no.3
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    • pp.55-63
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    • 2017
  • In R&D of artillery system, error budget method is used to predict artillery firing error without field firing test. The error budget method for artillery has been consistently developed but apply for practical R&D of the weapon system has been avoided because of lacks of error budget source information. The error budget source is composed of every detailed error components which affect total distance and deflection error of artillery, and most of them are difficult to be calculated or measured. Also with the inaccuracy of source information, simulated error result dose not reflect real firing error. To resolve that problem, an optimization algorithm is adopted to figure out error budget sources from existing filed firing test. The method of finding input parameter estimation which is commonly used in aerodynamics was applied. As an optimization algorithm, CMA-ES is used and presented in the paper. The error budget sources which are figured out by the presented method can be applied to compute ROC of new weapon systems and may contribute to an improvement of accuracy in artillery.

A Study on the Development of Gear Transmission Error Measurement System and Verification (기어 전달오차 계측 시스템 개발 및 검증에 관한 연구)

  • Moon, Seok-Pyo;Lee, Ju-Yeon;Moon, Sang-Gon;Kim, Su-Chul
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.20 no.12
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    • pp.136-144
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    • 2021
  • The purpose of this study was to develop and verify a precision transmission error measurement system for a gear pair. The transmission error measurement system of the gear pair was developed as a measurement unit, signal processing unit, and signal analysis unit. The angular displacement for calculating the transmission error of the gear pair was measured using an encoder. The signal amplification, interpolation, and transmission error calculation of the measured angular displacement were conducted using a field-programmable gate array (FPGA) and a real-time processor. A high-pass filter (HPF) was applied to the calculated transmission error from the real-time processor. The transmission error measurement test was conducted using a gearbox, including the master gear pair. The same test was repeated three times in the clockwise and counterclockwise directions, respectively, according to the load conditions (0 - 200 N·m). The results of the gear transmission error tests showed similar tendencies, thereby confirming the stability of the system. The measured transmission error was verified by comparing it with the transmission error analyzed using commercial software. The verification showed a slight difference in the transmission error between the methods. In a future study, the measurement and analysis method of the developed precision transmission error measurement system in this study may possibly be used for gear design.

Testing of a Convex Aspheric Secondary Mirror for the Cassegrain Telescope (카세그레인 망원경의 볼록비구면 반사경 파면오차 측정)

  • Kim, Goeun;Rhee, Hyug-Gyo;Yang, Ho-Soon
    • Korean Journal of Optics and Photonics
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    • v.28 no.6
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    • pp.290-294
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    • 2017
  • The Cassegrain telescope consists of a primary concave mirror and a secondary convex mirror. In the case of a secondary mirror, it is more difficult to test wavefront error than for a primary mirror, because it reflects the entire testing beam, as it is convex in shape. In this paper we tested the wavefront error of a complex aspheric convex secondary mirror by using the Simpson-Oland-Meckel Hindle test. To separate the systematic errors, such as fabrication error and alignment error of a meniscus lens, we adopted the QN absolute test (pixel-based absolute test using the quasi-Newton method) as well. Finally, we compared the measured result with that of an ASI (Aspheric Stitching Interferometer) made by the QED company, which resulted in an rms difference of only 2.5 nm, showing a similar shape of astigmatism aberration.

Measurements of the Ground Resistance using the Test Current Transition Method in Powered Grounding Systems (측정전류전이법을 이용한 운전중인 접지시스템의 접지저항 측정)

  • Lee, Bok-Hui;Eom, Ju-Hong;Kim, Seong-Won
    • The Transactions of the Korean Institute of Electrical Engineers C
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    • v.51 no.8
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    • pp.347-353
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    • 2002
  • This paper presents an accurate method for measuring the ground resistance in powered grounding system. Most of substations and electric power equipments are interconnected to an extensive grounding network of overhead ground wires, neutral conductors of transmission lines, cable shields, and etc. The parasitic effects due to circulating ground currents and ground potential rise make a significant error in measuring the ground resistance. The test current transition method was proposed to reduce the effects of stray ground currents, ground potential rise and harmonic components in measurements of the ground resistance for powered grounding systems. The instrumental error of the test current transition method is decreased as the ratio of the test current signal to noise(S/N) increases. It was found from the test results that the proposed measuring method of the ground resistance is more accurate than the conventional fall-of-potential method or low-pass filter method, and the measuring error was less than 3[%]when S/N is 10.

The Adverse Effect of Proprioceptive Sense in Head-Neck according to Smartphone Usage

  • Son, Sung Min
    • The Journal of Korean Physical Therapy
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    • v.30 no.2
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    • pp.54-57
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    • 2018
  • Purpose: Most studies have reported pain in the head-neck and upper-limbs according to smartphone usage, which is related to the proprioception sense in the head and neck, but there have been few studies. Therefore, the aim of this study was identify the adverse effects of the proprioceptive sense in the head-neck according to smartphone usage. Methods: Twenty-seven young adults (male: 9, female: 18) were enrolled in this study. The proprioceptive sense was measured through the joint reposition sense error and neural positon error in the head-neck during smartphone usage for 0, 5, and 20 minutes. The Noraxon MyoMotion system was used to record the joint position angle and neutral positon in the head-neck. One-way repeated ANOVA was used to identify the differences between the three smartphone use durations and the least-squares difference was used as a post hoc test. The data were analyzed using SPSS 18.0 software. Results: The joint reposition sense error and neural positon error in the head-neck were significantly different among the 0, 5, and 20 minutes of smartphone usage (p<0.05). In the post hoc test, the joint reposition sense error and neural positon error showed a significant difference between smartphone use for 0 minute and 5 minute, and between smartphone use for 0 minute and 20 minutes. Conclusion: This study suggests that smartphone use within 5 minutes can have adverse effects on the proprioceptive sense. Therefore, it is necessary to consider the appropriate use time and break time when using smart phones.

The Experimental Study on the Effects of Hangbujapalmultang on Enhancing Learning and Memory in Rats with Radial Arm Maze (향부자팔물탕(香附子八物湯)이 흰쥐의 방사형 미로학습(迷路學習)과 기억(記億)에 미치는 영향(影響))

  • Ryu Jae-Myun;Kim Jong-Woo;Whang Wei-Wan;Kim Hyun-Taek;Lee Hong-Jae
    • Journal of Oriental Neuropsychiatry
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    • v.9 no.2
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    • pp.45-51
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    • 1998
  • Purpose : This study has an experiment on finding how Hyangbujapamultang advanced the learning and memory of rat to find the method to improve the failure of memory which is the symptom of dementia.Method : In the experiment, rats were divided the control group (14 rat) which medicate the excipient into the sample group (17 rat) which medicates Hyangbujapalmutang. And the learning ability test and the memorv test was practiced to using the task of radial arm maze.The learning ability test had the presupposition that, when a rat which frequents 8 tracks makes am error not exceeding one time for 3 days without a break, it passes the test.First experiment compared total days when the control group passed the test with total days when the sample group it.The memory test practiced after 24 hours when the learning ability test was over. When a rat frequents 4 tracks, the gates is cut off during 30 seconds. Here the number of error at the control group with that of the sample group.Result: In the learning ability test, the sample group needed 5.82${\pm}$0.37 days to pass the test and the control group needed 6.43${\pm}$0.67 days. In the memory test, the sample group errored 0.29${\pm}$0.37 times and the control group errored 1.86${\pm}$0.78 times.Conclusion : In the learning ability test, the sample group passed the test earlier than the control group, but any statistical correlationship couldn't be found in it. In the memory test, the sample group had the pregnant reduction of the number of error in comparison with the control group.

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The Evaluation of Reliability of Chloride Ion Penetration the Test of Concrete due to the Population Mean in One Group (단일 집단의 모평균 검정에 의한 콘크리트의 염소이온 투과시험의 신뢰성 평가)

  • Min, Jeong-Wook;Park, Seung-Bum;Lee, Joon;Lee, Byeong-Jai
    • Proceedings of the Korea Concrete Institute Conference
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    • 2008.04a
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    • pp.553-556
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    • 2008
  • We have studied about chloride penetration test by electrical conductance to 10 specimens made from same test batch. The coefficient of variation of total passed charge(Colombs) was about 24% in same specimens, and we draw a conclusion this method has a low reliability. Owing to complicated reaction ; heterogeneous material, mixing error and error of testing method, then we must consider the scope of the error which is introduced. Specially when you trying to get one test result against one spcimen, you can commit a big error, therefore we recommend that you use mean value against 3 specimens at least.

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