• Title/Summary/Keyword: Continuous-time filter

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ANALYSIS AND PAEAMETER ESTIMATION OF LINEAR CONTINUOUS STSTEMS USING LINEAR INTEGRAL FILLTER

  • Sagara, Setsuo;Zhao, Zhen-Yu
    • 제어로봇시스템학회:학술대회논문집
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    • 1988.10b
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    • pp.1045-1050
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    • 1988
  • The problem of applying the linear integral filter in analysis and parameter estimation of linear continuous systems is discussed. A discrete-time model, which is equivalent to that obtained using the bilinear z transformation, is derived and employed to predict system output. It is shown that the output error can be controlled through the sampling interval. In order to obtain unbiased estimates, an instrumental variable (IV) method is proposed, where the instrumental variables are constituted using adaptive filtering. Some problems on implementation of the recursive IV algorithm are discussed. Both theoretical analysis and simulation study are given to illustrate the proposed methods.

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High Precision Path Generation of an LCD Glass-Handling Robot

  • Cho, Phil-Joo;Kim, Hyo-Gyu;Kim, Dong-Il
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.2311-2318
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    • 2005
  • Progress in the LCD industries has been very rapid. Therefore, their manufacturing lines require larger LCD glass-handling robots and more precise path control of the robots. In this paper, we present two practical advanced algorithms for high-precision path generation of an LCD glass-handling robot. One is high-precision path interpolation for continuous motion, which connects several single motions and is a reliable solution for a short robot cycle time. We demonstrate that the proposed algorithm can reduce path error by approximately 91% compared with existing algorithms without increasing cycle time. The second is real-time static deflection compensation, which can optimally compensate the static deflection of the handling robot without any additional sensors, measurement instruments or mechanical axes. This reduces vertical path error to approximately 60% of the existing system error. All of these algorithms have been commercialized and applied to a seventh-generation LCD glass-handling robot.

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A Transformation Scheme for Continuous Queries on RFID Streaming Data (RFID 스트리밍 데이터 처리를 위한 연속 질의의 변환 기법)

  • Park, Jae-Kwan;Hong, Bong-Hee;Ban, Chae-Hoon
    • The KIPS Transactions:PartD
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    • v.14D no.3 s.113
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    • pp.273-284
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    • 2007
  • RFID middleware systems collect and filter the RFID streaming data gathered continuously by numerous readers in order to process requests from applications. These requests are called continuous queries because they are kept on executing during certain periods. To enhance the performance of the middleware, it is required to build an index to process the continuous queries efficiently. Several approaches of building an index on not data records but queries, called Query Index, are proposed and widely used for evaluating continuous queries over streaming data. The EPCglobal proposed an Event Cycle Specification (ECSpec) model, which is a standard query interface for RFID applications. Continuous queries based on ECSpec consist of a large number of segments for representing the query conditions. The problem with using any of the existing query indexes on these continuous queries is that it takes a long time to build the index because it is necessary to insert a large number of segments into the index. To solve this problem, we propose an Aggregate Transformation that converts a group of segments into a compressed data which is representative of the segments. We compare the performance of a transformed index with the existing query indexes.

Measurement of the Biological Active Point using the Bio-electrical impedance analysis based on the Adaptive Frequency Tracking Filter (적응주파수추적필터기반의 생체임피던스분석을 통한 생물학적활성점측정에 관한 연구)

  • Park, Hodong;Lee, Kyoungjoung;Yeom, Hojun
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.13 no.6
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    • pp.109-114
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    • 2013
  • The biological active points (BAP) are known as low resistance spots or good electro-permeable points. In this paper, a new method for BAP detection using the bio-impedance measurement system based on the adaptive frequency tracking filter (AFTF) and the transition event detector is presented. Also, the microcontroller process continuous time demodulation of the modulated signal by multi frequency components using the AFTF. The transition event detector based on the phase space method is applied about each frequency using the BAP equivalent model which is proposed.

A Study on the Reduction Process of VOCs Emission from Paint Booth - A Hybrid Process of Biotrickling Filter and Activated Sludge Reactor

  • Lim Gye-Gyu
    • Journal of Korean Society for Atmospheric Environment
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    • v.21 no.E2
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    • pp.41-48
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    • 2005
  • A novel hybrid system composed of a biotrickling filter and an activated sludge reactor was investigated under the conditions of four different SRTs (sludge retention times). The performance of the hybrid reactor was found to be directly comparable among the four different sludge ages. Discernible differences in the removal performance were observed among four different SRTs of 2, 4, 6, and 8 days. High removal efficiency was achieved by continuous circulation of activated sludge over the immobilized mixture culture, which allowed on pH control, addition of nutrients, and removal of paint VOCs (volatile organic compounds). The results also showed that the removal efficiency for a given pollutant depends on the activity of microorganisms based on the SRT. As the SRT increased gradually from 2 to 8 days, the average removal performance decreased. The highest removal rate was achieved at the SRT of 2 days at which the highest OUR (oxygen uptake rate), $6.1mg-O_2/liter-min$ was measured. Biological activity in the recycle microbes decreased to a much lower level, $3.6mg-O_2/liter-min$ at a SRT of 8 days. It is thus believed that young microorganisms were more active and more efficient for the VOCs removal of low concentrations and high flow rates. The apparent correlation of $R^2=0.996$ between the average removal efficiency and the average OUR at each SRTs suggests that VOCs degradation by young cells significantly affected the overall removal efficiency for the tested SRTs.

Measurement of missing video frames in NPP control room monitoring system using Kalman filter

  • Mrityunjay Chaubey;Lalit Kumar Singh;Manjari Gupta
    • Nuclear Engineering and Technology
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    • v.55 no.1
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    • pp.37-44
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    • 2023
  • Using the Kalman filtering technique, we propose a novel method for estimating the missing video frames to monitor the activities inside the control room of a nuclear power plant (NPP). The purpose of this study is to reinforce the existing security and safety procedures in the control room of an NPP. The NPP control room serves as the nervous system of the plant, with instrumentation and control systems used to monitor and control critical plant parameters. Because the safety and security of the NPP control room are critical, it must be monitored closely by security cameras in order to assess and reduce the onset of any incidents and accidents that could adversely impact the safety of the NPP. However, for a variety of technical and administrative reasons, continuous monitoring may be interrupted. Because of the interruption, one or more frames of the video may be distorted or missing, making it difficult to identify the activity during this time period. This could endanger overall safety. The demonstrated Kalman filter model estimates the value of the missing frame pixel-by-pixel using information from the frame that occurred in the video sequence before it and the frame that will occur in the video sequence after it. The results of the experiment provide evidence of the effectiveness of the algorithm.

Object Regions Prior Transmission Method Using Bidirectional Round fitter (양방향 반올림 필터를 이용한 객체 영역 우선 전송 기법)

  • 강경원;문광석
    • Journal of the Institute of Convergence Signal Processing
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    • v.3 no.4
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    • pp.1-6
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    • 2002
  • Generally, most significant information of images is included in the object regions. Thus, this paper proposes the object regions prior transmission method using the bidirectional round filter. The proposed method extracts the object regions, and then transmits the wavelet coefficients of the object regions, prior to others, in the encoding procedure using SPIHT So, it makes significant image information be restored faster than others for a short time. Consequently, through the proposed method the significant information of images is able to be recognized at a low bit rate and the condition of the continuous transmission is decidable by recognizing significant information fast, so that the searching time and efficiency can be improved.

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Real-Time Tomato Instance Tracking Algorithm by using Deep Learning and Probability Model (딥러닝과 확률모델을 이용한 실시간 토마토 개체 추적 알고리즘)

  • Ko, KwangEun;Park, Hyun Ji;Jang, In Hoon
    • The Journal of Korea Robotics Society
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    • v.16 no.1
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    • pp.49-55
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    • 2021
  • Recently, a smart farm technology is drawing attention as an alternative to the decline of farm labor population problems due to the aging society. Especially, there is an increasing demand for automatic harvesting system that can be commercialized in the market. Pre-harvest crop detection is the most important issue for the harvesting robot system in a real-world environment. In this paper, we proposed a real-time tomato instance tracking algorithm by using deep learning and probability models. In general, It is hard to keep track of the same tomato instance between successive frames, because the tomato growing environment is disturbed by the change of lighting condition and a background clutter without a stochastic approach. Therefore, this work suggests that individual tomato object detection for each frame is conducted by YOLOv3 model, and the continuous instance tracking between frames is performed by Kalman filter and probability model. We have verified the performance of the proposed method, an experiment was shown a good result in real-world test data.

Dimming Control of LED Light Using Pulse Frequency Modulation in Visible Light Communication

  • Lee, Seong-Ho
    • Journal of information and communication convergence engineering
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    • v.19 no.4
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    • pp.269-275
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    • 2021
  • Light-emitting diodes (LEDs) are modulated using a square wave pulse sequence for flicker prevention and dimming control in visible light communication (VLC). In a VLC transmitter, the high and low bits of the non-return-to-zero (NRZ) data are converted to two square waves of different frequencies, which continue for a finite time defined by the fill ratio in an NRZ bit time. As the average optical power was kept constant and independent of data transmission, the LED was flicker-free. Dimming control is carried out by changing the fill ratio of the square wave in the NRZ bit time. In the experiments, the illumination of the LED light was controlled in the range of approximately 19.2% to 96.2% of the continuous square wave modulated LED light. In the VLC receiver, a high-pass filter combined with a latch circuit was used to recover the transmitted signal while preventing noise interference from adjacent lighting lamps.

Wideband Multi-bit Continuous-Time $\Sigma\Delta$ Modulator with Adaptive Quantization Level (적응성 양자화 레벨을 가지는 광대역 다중-비트 연속시간 $\Sigma\Delta$ 모듈레이터)

  • Lee, Hee-Bum;Shin, Woo-Yeol;Lee, Hyun-Joong;Kim, Suh-Wan
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.44 no.11
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    • pp.1-8
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    • 2007
  • A wideband continuous-time sigma delta modulator for wireless application is implemented in 130nm CMOS. The SNR for small input signal is improved using a proposed adaptive quantizer which can effectively scale the quantization level. The modulator comprises a second-order loop filter for low power consumption, 4-bit quantizer and DAC for low jitter sensitivity and high linearity. Designed circuit achieves peak SNR of 51.36B with 10MHz signal Bandwidth and 320MHz sampling frequency dissipating 30mW.