• Title/Summary/Keyword: Sensor Data Process

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Endpoint Detection in Semiconductor Etch Process Using OPM Sensor

  • Arshad, Zeeshan;Choi, Somang;Jang, Boen;Hong, Sang Jeen
    • Proceedings of the Korean Vacuum Society Conference
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    • 2014.02a
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    • pp.237.1-237.1
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    • 2014
  • Etching is one of the most important steps in semiconductor manufacturing. In etch process control a critical task is to stop the etch process when the layer to be etched has been removed. If the etch process is allowed to continue beyond this time, the material gets over-etched and the lower layer is partially removed. On the other hand if the etch process is stopped too early, part of the layer to be etched still remains, called under-etched. Endpoint detection (EPD) is used to detect the most accurate time to stop the etch process in order to avoid over or under etch. The goal of this research is to develop a hardware and software system for EPD. The hardware consists of an Optical Plasma Monitor (OPM) sensor which is used to continuously monitor the plasma optical emission intensity during the etch process. The OPM software was developed to acquire and analyze the data to perform EPD. Our EPD algorithm is based on the following theory. As the etch process starts the plasma generated in the vacuum is added with the by-products from the etch reactions on the layer being etched. As the endpoint reaches and the layer gets completely removed the plasma constituents change gradually changing the optical intensity of the plasma. Although the change in optical intensity is not apparent, the difference in the plasma constituents when the endpoint has reached leaves a unique signature in the data gathered. Though not detectable in time domain, this signature could be obscured in the frequency spectrum of the data. By filtering and analysis of the changes in the frequency spectrum before and after the endpoint we could extract this signature. In order to do that, first, the EPD algorithm converts the time series signal into frequency domain. Next the noise in the frequency spectrum is removed to look for the useful frequency constituents of the data. Once these useful frequencies have been selected, they are monitored continuously in time and using a sub-algorithm the endpoint is detected when significant changes are observed in those signals. The experiment consisted of three kinds of etch processes; ashing, SiO2 on Si etch and metal on Si etch to develop and evaluate the EPD system.

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A Data Logging Smart r-Learning Effect on Students' Logical Thinking (데이터 로깅 활용 Smart r-Learning이 학생들의 논리적 사고력에 미치는 효과)

  • Lee, Jae-Inn;Yoo, Seoung-Han
    • Journal of The Korean Association of Information Education
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    • v.18 no.1
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    • pp.25-33
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    • 2014
  • Due to the recent development of educational robot hardwares, processing speed and scalability have been greatly improved. Thus, the robot hardwares that are compatible with temperature sensor for MBL and gyro sensor made a data logging possible. Students can conduct an experiment on scientific research and prediction, collecting and data analysis with robots that can process data logging. Therefore this research constructed and adopted science project class that introduced a Smart r-Learning that utilizes Class SNS and smartphone. As a result of applying a data logging smart r-Learning to elementary school 5th graders, it has shown that the students' logical thinking ability four of the six areas have been improved in t-test.

Calibration of Inertial Measurement Units Using Pendulum Motion

  • Choi, Kee-Young;Jang, Se-Ah;Kim, Yong-Ho
    • International Journal of Aeronautical and Space Sciences
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    • v.11 no.3
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    • pp.234-239
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    • 2010
  • The utilization of micro-electro-mechanical system (MEMS) gyros and accelerometers in low-level inertial measurement unit (IMU) influences cost effectiveness in a positive way under the condition that device error characteristics are fully calibrated. The conventional calibration process utilizes a rate table; however, this paper proposes a new method for achieving reference calibration data from the natural motion of pendulum to which the IMU undergoing calibration is attached. This concept was validated with experimental data. The pendulum angle measurements correlate extremely well with the solutions acquired from the pendulum equation of motion. The calibration data were computed using the regression method. The whole process was validated by comparing the measurement from the 6 sensor components with the measurements reconstructed using the identified calibration data.

A Study on the Fabrication of Laser-Induced Graphene Humidity Sensor for Mounting on a Disposable Mask (일회용 마스크에 장착을 위한 레이저 기반 그래핀 습도센서 제작에 관한 연구)

  • Lee, Jun-Uk;Shin, Yun-Ji;Yang, Hye-Jeong;Shin, Bo-Sung
    • Journal of the Korean Society of Industry Convergence
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    • v.23 no.4_2
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    • pp.693-699
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    • 2020
  • 355nm UV pulse laser is irradiated on the surface of polyimide (PI) by LDW (Laser Direct Writing) method to produce a high sensitivity flexible humidity sensor using a simple one-step process. The LDW method continuously investigates 2-D CAD data using a galvano scanner and an F-lens. This method is non-contact, so it minimizes physical strain on the PI. Laser-induced graphene (LIG) produced by lasers has a high surface area due to its high flexibility and numerous pores and oxidizers compared to conductors. For this reason, it is highly useful as a flexible humidity sensor. The humidity sensor produced in this study was attached to the inside of a mask filter, which has become a hot topic recently, and its applicability was confirmed.The measurement of humidity measured the sensitivity, reactivity, stability and recovery behavior of the sensor by measuring changes in capacitance and resistance.

Development of a Position Detection System for Reactor Underwater Robot (원자로 내부 검사용 수중로봇의 위치검출 시스템 구현)

  • Seo, Yong-Chil;Kim, Myung-Hwan;Lee, Heung-Ho;Kim, Seung-Ho
    • Proceedings of the KIEE Conference
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    • 2004.11c
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    • pp.568-570
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    • 2004
  • This paper presents a study of a position finding system using PSD Sensor and Pan/Tilt. The position of PSD(Position Sensitive Detector) sensor is calculated by the degree of pan-tilt and the difference in height between pan-tilt and PSD. For that, the DSP which control pan-tilt is used for precise operation. The PIC microcontroller process PSD sensor data that indicate light incident position. A user using computer can acquire the conditions of pan-tilt and PSD and issue an order.

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Measuring the Attitude of a Spin-Stabilized Projectile Using Solar/Geomagnetic Sensors (태양광/지자기 센서를 이용한 회전안정형 탄체의 자세 측정)

  • Lee, Yongseon
    • Journal of the Korea Institute of Military Science and Technology
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    • v.23 no.6
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    • pp.565-573
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    • 2020
  • Unlike fin-stabilized projectiles, there has been some difficulty measuring the attitudes of spin-stabilized projectiles during the long-range flight due to their high spin rates. In this work, solar and geomagnetic sensors were used to measure the attitude of a spin-stabilized projectile. A method to calculate the attitude of the projectile from the signals of the sensors was introduced as well as the methods to process the signals of the sensors. To validate the methods, the attitude of a projectile was calculated with the sensor signals from the actual flight data.

Pattern recognition of multiplication environment of lactic acid bacteria in curd yogurt prepared by household fermentation system (가정용 호상 요구르트 발효기를 이용한 유산균 증식환경의 패턴 인식)

  • Shin, Seung-Hun;Choi, Sie-Young;Lee, Eun-Ju;Kwak, Bong-Soon;Kim, Jong-Boo
    • Journal of Sensor Science and Technology
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    • v.17 no.2
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    • pp.151-155
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    • 2008
  • In this paper, it was investigated that the pattern recognition of multiplication environment of lactic acid bacteria in the process of curd yogurt preparation using household fermentation system, which was manufactured by combining incubator with sensor module, data processing circuit and computer. It will be sufficiently applicable to determine the maximum ratio of the amount of air to mixed milk for preparation of high quality yogurt.

A new method for measuring the degradation level of transformer insulating oil in use (변압기 절연유의 열화 검출에 관한 연구)

  • Bae, Jin-Ho;Chon, Young-Kap;Kang, Young-Ku
    • Proceedings of the KIEE Conference
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    • 1988.11a
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    • pp.214-219
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    • 1988
  • Aging process in transformer insulating oil is studied by measuring the leakage current in ceramic sensor. the current of a sensor developed if this paper shows a close relationship with the acid value and the breakdown voltage of the transformer oil. The sensor has excellent physico-chemical reaction to the oil and stable adsorption of conductive impurities. Therefore the experimental data show good reproducibility. From the detailed analysis of the leakage current, it may be proposed that the condition of transformer insulating oil in service can be checked portably.

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Discrete Wavelet Transform for Watermarking Three-Dimensional Triangular Meshes from a Kinect Sensor

  • Wibowo, Suryo Adhi;Kim, Eun Kyeong;Kim, Sungshin
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.14 no.4
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    • pp.249-255
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    • 2014
  • We present a simple method to watermark three-dimensional (3D) triangular meshes that have been generated from the depth data of the Kinect sensor. In contrast to previous methods, which maintain the shape of 3D triangular meshes and decide the embedding place, requiring calculations of vertices and their neighbors, our method is based on selecting one of the coordinate axes. To maintain shape, we use discrete wavelet transform and constant regularization. We know that the watermarking system needs the information to be embedded; we used a text to provide that information. We used geometry attacks such as rotation, scales, and translation, to test the performance of this watermarking system. Performance parameters in this paper include the vertices error rate (VER) and bit error rate (BER). The results from the VER and BER indicate that using a correction term before the extraction process makes our system robust to geometry attacks.

The Indoor Position Detection Method using a Single Camera and a Parabolic Mirror (볼록 거울 및 단일 카메라를 이용한 실내에서의 전 방향 위치 검출 방법)

  • Kim, Jee-Hong;Kim, Hee-Sun;Lee, Chang-Goo
    • Journal of Institute of Control, Robotics and Systems
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    • v.14 no.2
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    • pp.161-167
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    • 2008
  • This article describes the methods of a decision of the location which user points to move by an optical device like a laser pointer and a moving to that location. Using a conic mirror and CCD camera sensor, a robot observes a spot of user wanted point among an initiative, computes the location and azimuth and moves to that position. This system offers the brief data to a processor with simple devices. In these reason, we can reduce the time of a calculation to process of images and find the target by user point for carrying a robot. User points a laser spot on a point to be moved so that this sensor system in the robot, detecting the laser spot point with a conic mirror, laid on the robot, showing a camera. The camera is attached on the robot upper body and fixed parallel to the ground and the conic mirror.