• Title/Summary/Keyword: 기저선 분석

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ECG Baseline Wandering Removing Algorithm using Slope analysis and Curve Point Detection (기울기 분석과 굴곡점 검출을 이용한 ECG 기저선 잡음 제거 알고리즘)

  • Cho, Ik-Sung;Kwon, Hyeog-Soong
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.9
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    • pp.2105-2112
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    • 2010
  • The noise component of electrocardiogram is not distributed in a certain frequency band. It is expressed in various types of signals by rater's physical and environmental conditions. Particularly, since the baseline wander is occurred by the mixture of the original signal and 0 ~ 2 [Hz] range of the frequency components according to muscle constraction of part attaching to an electrode and respiration rythm, it makes the ECG signal analysis difficult. Several methods have been proposed to eliminate the wandering effectually. However, they have some problems. In some methods, the high processing time is required due to the computational complexity, while in other cases ECG signal morphology can be distorted. This paper suggests a simple and effective algorithm that eliminates baseline wander with low computational complexity and without distorting signal morphology. First, the algorithm detects and segments a baseline wandering interval using slope analysis and curve point detection, second, approximates the wandering in the interval as a sinusoid, and then subtracts the sinusoid from signal. Finally, ecg signals without baseline wander are obtained. In order to evaluate the performance of the algorithm, several ECG signals with baseline wandering in MIT/BIH ECG database 101, 111, 113, 234 record were chosen and applied to the algorithm. It is found that the algorithm removes baseline wanders effectively without significant morphological distortion.

A Study on the Implementation of Real-time Digital Filter System for the Baseline Wandering Elimination (기저선 변동 제거를 위한 실시간 디지털 필터 시스템 구현에 관한 연구)

  • 윤승구;김영길
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2001.05a
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    • pp.512-515
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    • 2001
  • The heifer electrocardiograph is a widely progressing research which is used in judgement to existence for a heart disease and analyzes electric potential changes of heart movement during continuous living of everyday after attaching to body portable holler recorder for twenty-four hours. In order to obtain electrocardiogram clearly, it must eliminate that 60Hz power line interference, baseline wandering, noise of muscle constriction. In holter electrocardiogram, the most big problem which is recorded signal of ECG(electrocardiogram) is a baseline wandering elimination, which is occurred by rhythm of respiration and muscle constriction of part from attaching to an electrode. Such baseline is roughly irregular wandering and shaking up and down therefore the part of baseline wandering elimination is very important because it is difficult of ECG diagnosis. In this study, it is stabilized baseline wandering in analog part as implementation f real-time signal processing digital filter so it is applicable to analyze patient's heart disease by way of design of baseline wandering elimination system.

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Detection Probability Improvement of Bias Error of GPS Carrier Measurement using Baseline Constraint (기저선 제한조건을 이용한 GPS 반송파 바이어스 오차의 검출확률 향상)

  • Lee, Eun-Sung;Chun, Se-Bum;Lee, Young-Jea;Kang, Tea-Sam;Jee, Gyu-In
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.32 no.9
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    • pp.88-93
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    • 2004
  • A method is suggested for validating the existence of bias error on GPS carrier measurement. The baseline constraint is used as an addition measurement, which augments the original measurement equation. The detection probability is calculated on both cases. The first case is using GPS carrier measurement only, the second case is using GPS carrier and a baseline constraint. The improvement of the detection probability is shown, and the advantage of using baseline constraint is described statistically, the results of the simulation is shown and analyzed.

An Implementation Of Digital Signal Processing System For The Baseline Elimination (베이스라인 제거를 위한 디지털 신호처리 시스템 구현)

  • 윤승구;박형재;박종억;배의환;김영길
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.5 no.7
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    • pp.1287-1294
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    • 2001
  • As size of waveform is very small, ECG(electrocardiogram) signal is difficult to analyze for noise which is occurred when it measures. In order to obtain ECG clearly, it must eliminate that power line interference, baseline wandering, noise of muscle constriction. In ECG, the worst problem which is recorded signal of ECG is the baseline wandering elimination, which is occurred by rhythm of respiration and muscle constriction of part from attaching to an electrode. Such the baseline is roughly irregular wandering and shaking up and down therefore the part of the baseline wandering elimination is very important because it is difficulty of ECG diagnosis. In this study, as implementation of real-time signal processing digital filter it is applicable to analyze patient's heart disease by way of design of the baseline wandering elimination system.

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A Comparison of Representative Beat Extraction Algorithms in ECG (심전도 신호에서의 대표 비트 설정에 관한 알고리즘 비교)

  • 김동석;전대근;윤형로
    • Journal of Biomedical Engineering Research
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    • v.20 no.3
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    • pp.299-305
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    • 1999
  • In thls paper, the representative beal textraction algorIthms for the diagnostic parameter extraction in noisy signal were compared. We used the avernge, median, mode, and trmmed mean to calculale the central tendency. In our experimenl, we have restricted to four kinds of noises -EMG noise, 60Hz powerline inlerference, ahrupl baseline shift, and baselme drift due to respimtion-which were commonly occurred in ECG mgnal, then we have calculated signal-to-noise ratios(SNRs) for the ECG corrupted with each noise and all noises together. As the result of this paper, we have proved that the average method has super lor performance than the others in the ECG corrupted wilh EMG noise. When the signal mcludes extreme value such as abrupt baseline shIft, the median, mode, trimmed mean methods have supenor performance in the SNR ratios. Especially when the ECG corrupted with baseline drift due to respirallon, the trimmed mean method was most efficient because ST level change was 0 V.

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Performance Analysis of GNSS Ephemeris Fault Detection Algorithm Based on Carrier-Phase Measurement (반송파 측정값 기반 GNSS 궤도력 고장 검출 알고리즘 성능 분석)

  • Ahn, Jongsun;Jun, Hyang-Sig;Nam, Gi-Wook;Yeom, Chan-Hong;Lee, Young Jae;Sung, Sangkyung
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.42 no.6
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    • pp.453-460
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    • 2014
  • We analyze fault detection algorithm of ephemeris included in navigation message, which is one of the GNSS risk factors. This algorithm uses carrier-phase measurement and baseline vector of two reference stations and is alternative method for uncertainty condition of previous ephemeris. Even though same ephemeris fault is occurred, the geometry condition, between baseline vector of reference stations and satellites, effects on performance of algorithm. Also, we introduce the suitable geometry of reference stations, threshold and performance index (MDE : Minimum Detectable Error) in jeju international airport.

Development of an R wave detecting Algorithm Using Threshold, Difference Method and Wavelet Transform (임계값과 변화량 및 웨이브렛 변환을 이용한 심전도 R파 검출 알고리즘의 개발)

  • 기선우;류점수;김영길
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 1998.11a
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    • pp.553-561
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    • 1998
  • 본 논문에서는 심전도를 분석함에 있어 임계값과 변화량 및 웨이브렛 변환을 이용하여 R파 검출 알고리즘을 설계하였다. 웨이브렛 함수를 이용하여 입력되는 심전도 데이터를 저주파 대역과 고주파 대역으로 각각 j=-9 레벨까지 분할하고, 분할의 j=-9 레벨에서의 저주파 신호인 A9를 제거함으로써 기저선 변동을 제거하였다. 기저선 변동이 제거된 신호에서 심전도 신호의 임계값에 의한 방법과 변화량의 임계값에 의한 방법 그리고 웨이브렛 변환 중 j=-1 레벨에서의 고주파 신호인 Dl의 임계값에 의한 방법을 사용하여 R파를 검출하였다. 알고리즘 검증을 위하여 CSE 데이터베이스와 MIT/BIH 데이터베이스의 일부를 사용하였다.

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Baseline Wander Removing Method Based on Morphological Filter for Efficient QRS Detection (효율적인 QRS 검출을 위한 형태 연산 기반의 기저선 잡음 제거 기법)

  • Cho, Ik-Sung;Kim, Joo-Man;Kim, Seon-Jong;Kwon, Hyeog-Soong
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.17 no.1
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    • pp.166-174
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    • 2013
  • QRS detection of ECG is the most popular and easy way to detect cardiac-disease. But it is difficult to analyze the ECG signal because of various noise types. The important problem in recording ECG signal is a baseline wandering, which is occurred by rhythm of respiration and muscle contraction attaching to an electrode. Particularly, in the healthcare system that must continuously monitor people's situation, it is necessary to process ECG signal in realtime. In other words, the design of algorithm that exactly detects QRS region using minimal computation by analyzing the person's physical condition and/or environment is needed. Therefore, baseline wander removing method based on morphological filter for efficient QRS detection method is presented in this paper. For this purpose, we detected QRS through the preprocessing method using morphological filter, adaptive threshold, and window. The signal distortion ratio of the proposed method is compared with other filtering method. Also, R wave detection is evaluated by using MIT-BIH arrhythmia database. Experiment result show that proposed method removes baseline wanders effectively without significant morphological distortion.

A study on the electronic model of cochlear basilar membrane motion (기저막 운동의 전기적 모델링에 관한 연구)

  • 이윤선
    • The Journal of the Acoustical Society of Korea
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    • v.4 no.3
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    • pp.8-15
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    • 1985
  • 본 논문에서는 코클리어 기저막 운동에 관한 전기적 모델링을 래더회로를 이용하여 구현하였다. Budak 의 이론에 근거한 이득이 1보다 큰 RC 수동회로를 이용하여 귀에서의 Place Principle을 만족시 키는 특성을 갖는 모델을 제시하였으며 이는 간단한 회로를 첨가시킬시에 이득이 1보다 큰 주파수를 검 지해낼 수도 있다. 컴퓨터 Simulation을 이용한 전달함수 분석에서는 특이한 형태 의 전압전달함수를 얻 을 수 있었으며, 연구결과, 본 모델은 코클리어 기저막운동을 표현하기에 적합하다는 결론을 얻을 수 있 었다. 본 모델은 임상의학이나 그 외의 공학분야등에 이용이 가능하리라고 본다.

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Design of Optimized Two Baseline Waveguide Slot Array Antenna for Interferometric Radar Altimeter (기저선이 최적화된 간섭계 레이다 고도계용 도파관 슬롯 배열 안테나 설계)

  • Yoon, Nanae;Kim, Jihyung;Kim, Jinsu;Jang, Jonghun
    • Journal of the Korea Institute of Military Science and Technology
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    • v.25 no.2
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    • pp.135-143
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    • 2022
  • In this paper, the compact waveguide slot array antenna for interferometric radar altimeter is proposed. The proposed antenna structure consist of corrugation structure which is applied between each channel to improve isolation, three-channel waveguide slot array antenna and feeder. In addition, to reduce the occurrence of phase ambiguity, the baseline spacing of the three-channel antenna is analyzed and the results are applied to the design. For compact design, reduced height and SMP connector structure are used and the dip brazing method which is the conjugation method after dipping to flux is used for the fabrication of the lightweight antenna. The measurement result of the proposed antenna shows less than 1.41 : 1 (VSWR) and 48.3 dBc (isolation). The antenna gain is higher than 20.2 dBi and the side lobe levels are lower than 18.8 dB (vertical plane) and 10.0 dB (horizontal plane).