• Title/Summary/Keyword: Correlated Signals

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Acoustic Echo Canceller using Adaptive IIR Filters with Prewhitening Method and Variable Step-Size LMS Algorithm

  • Cho, Ju Pil;Hwng, Tae Jin;Baik, Heung Ki
    • The Journal of the Acoustical Society of Korea
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    • v.16 no.2E
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    • pp.14-20
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    • 1997
  • The future teleconferencing systems will need an appropriate system which controls properly the acoustic echo for the convenient communication. The conventional acoustic echo cancellation algorithms involve large adaptive filters identifying the impulse response of the echo path. The use of adaptive IIR filters appears to be a reasonable way to reduce computational complexity. Effective cancellation of acoustic echo presented in teleconferencing system requires that adaptive filters have a rapid convergence speed. One of the main problems of acoustic echo cancellation techniques is that the convergence properties degrade for an highly correlated signal input such as speech signals. By the way, the introduction of linear prediction filers onto the structure of the acoustic echo cancellation represents one approach to decorrelate the speech signal. And variable step-size LMS algorithm improves the convergence speed through a little increasing of computational complexity. In this paper, we applied these two methods to the acoustic echo canceller(AEC) and showed that these methods have better performances than the conventional AEC.

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Investigation of TSP as a feature Parameter for the Scaled Target (축소모형 표적신호의 특징 파라미터로서 TSP에 관한 연구)

  • Ju Jae Hun;Kim Jae Su
    • Proceedings of the Acoustical Society of Korea Conference
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    • spring
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    • pp.236-239
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    • 1999
  • Target signal feature parameters are very important to classify target by active sonar. Two highly correlated broadband pulses separated by time T have a time separation pitch (TSP) of 1/THz, equal to the spacing between ripples of its spectrum. In this study, TSP is applied to scaled-target echoes to be used as a feature parameter. The TSP from the target sign리 when source signals are CW short, CW long, and LFM long was investigated. It is also found the TSP can be applied to the target signal with doppler shift. It is shown that the position and magnitude of highlight can be found for LSEM based on TSP.

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Data Analysis of Physiological Response for the Anxiety Disorder (불안증후인자의 데이터 정량분석)

  • Kim, Kwang-Joon;Lee, Yoon-Sun;Shin, Jung-Ho;Yoon, Hyung-Ro
    • Proceedings of the KOSOMBE Conference
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    • v.1992 no.11
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    • pp.51-54
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    • 1992
  • In this paper, we quantitatively evaluated the anxiety data from humans in an anxiety state. It has been reported that the electric signals of human can be correlated with their emotional state. We chose heart rate, respiration rate, temperature and skin conductance as the anxiety parameters. For experiment protocol, the subject was given exercising load to induce the anxiety state and the exercise was done using the FITRON Cycle Ergometer. We divided the data into three stages: rest period, exercise period, and recovery period. During evaluation, We counted the heart rate, slope of heart rate, temperature change, and the skin conductance.

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A Study on the Relationship between the Traffic Signal System and the Air Pollutants emitted by the Motor Vehicles at Intersection

  • Hong, Min-Sun;Woo, Wan-Gi;Park, Jong-In
    • Journal of Korean Society for Atmospheric Environment
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    • v.9 no.E
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    • pp.364-372
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    • 1993
  • The purpose of this study is to analyze traffic patterns by use of TRANSYT-7F Model, and to choose the optimum traffic-light cycle length and cycle splite to improve traffic flow and air quality at Samsung Intersection in Seoul. Emission rates of air pollutants are calculated for three time segments 0700-0900, 0900-1800 and 1800-2000. The traffic volume correlated reasonably well with air pollutants emitted ; however, the phasing and timing of traffic signals was found to equally be important. The results of performance with optimal setting indicate that the best cycle length were 80sec(0700-0900), 95sec(0900-1800) and 90sec(1800-2000), res-pectively. As expected the highest emissions of air pollutants were observed during the evening rush hours (1800-2000). A properly designed signalized intersection can help reduce traffic delay, driver discomfort, fuel consumption, and air pollution by efficiently the capacity of existing intersection.

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Acoustic Source Localization in 2D Cavity Flow using a Phased Microphone Array (마이크로폰 어레이를 이용한 2차원 공동 유동에 대한 소음원 규명)

  • 이재형;최종수;박규철
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2003.05a
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    • pp.701-708
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    • 2003
  • This paper presents an acoustic source localization technique on 2D cavity model in flow using a phased microphone way. Investigation was performed on cavity flows of open and closed types. The source distributions on 2D cavity flow were investigated in anechoic open-jet wind tunnel. The array of microphones was placed outside the flow to measure the far field acoustic signals. The optimum sensor placement was decided by varying the relative location of the microphones to improve the spatial resolution. Pressure transducers were flush-mounted on the cavity surface to measure the near-filed pressures. It is shown that the propagated far field acoustic pressures are closely correlated to the near-field pressures. It is also shown that their spectral contents are affected by the cavity parameter L/D.

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Adaptive Signal Processing Methods for ECG Signal Analysis using EMG Signal Analysis (근전도 신호를 이용한 심전도 신호의 적응신호처리 방법)

  • Oh, Kwang-Seok;Park, Jun-Sik;Lee, Choon-Young;Lee, Sang-Ryong
    • Proceedings of the IEEK Conference
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    • 2006.06a
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    • pp.889-890
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    • 2006
  • This paper pertains to introducing the design of adaptive filters for the cancellation of muscle noise among several types of noise sources from the ECG signal. We used EMG signals measured along with ECG at the same time to use it as the reference input to the adaptive filter for the experiments. PSD results showed that the statistical characteristics of ECG are closely correlated with those of EMG.

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Usefulness Assessment of Noninvasive Bladder Pressure Measurement for BPH Diagnosis (전립선 비대증 진단에서의 비침습적 방광내압계측 유용성 평가)

  • Jeong, Do-Un;Chung, Wan-Young
    • Proceedings of the IEEK Conference
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    • 2006.06a
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    • pp.865-866
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    • 2006
  • The aim of this study was to implement the system that could evaluate the function of urinary tract with noninvasive and comfort methods. There for in this study hardware device and computer software have been developed that enables the analysis of the urine flow rate and vesical pressure signal measured during voiding. These signals were recorded simultaneously and transmitted to the PC. For the measurement system evaluation, the model system for the lower urinary system of men was designed. From the evaluation of the model system, vesical pressure was correlated with the occlusion degree. In a pilot study on 5 male subjects, means of standard deviation was 1.06, average error rate was 2.09 and coefficient variation was 2.09.

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Noise Reduction of PPG Signal During Free Movements Using Adaptive SFLC(Scaled Fourier Linear Combiner) (적응 SFLC(Scaled Fourier Linear Combiner)를 이용한 활동 중의 PPG 신호의 잡음 감소)

  • Kim, Sung-Min;Cha, Eun-Jong;Kim, Deok-Won;Yoo, Jae-Ha;Kim, Dong-Yon;Kim, Soo-Chan
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.55 no.3
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    • pp.138-141
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    • 2006
  • Blood flow is one of vital signals related to human physiological information. Photoplethysmograph (PPG) has been used to measure indirectly heart rate, blood oxygen saturation ($SpO_2$), and so on. Because PPG signal is weak and sensitive to motion artifacts, it is very important to continuously obtain stable PPG signal during free movement. In this study, we applied the scaled Fourier linear combiner (SFLC) using both the adaptive filter and FLC to remove effectively the motion artifacts as well as background noise in the real time without additional signal correlated with motion from a accelerometer. The proposed method would be useful to reduce the movement and background noise which are not synchronized with heart rate.

Development of an Automatic Blood Pressure Device based on Korotkoff Sounds

  • Li, Xiong;Im, Jae Joong
    • International journal of advanced smart convergence
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    • v.8 no.2
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    • pp.227-236
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    • 2019
  • In this study, we develop a Korotkoff sound based automatic blood pressure measurement device including sensor, hardware, and analysis algorithm. PVDF-based sensor pattern was developed to function as a vibration sensor to detect of Korotkoff sounds, and the film's output was connected to an impedance-matching circuit. An algorithm for determining starting and ending points of the Korotkoff sounds was established, and clinical data from subjects were acquired and analyzed to find the relationship between the values obtained by the auscultatory method and from the developed device. The results from 86 out of 90 systolic measurements and 84 out of 90 diastolic measurements indicate that the developed device pass the validation criteria of the international protocol. Correlation coefficients for the values obtained by the auscultatory method and from the developed device were 0.982 and 0.980 for systolic and diastolic blood pressure, respectively. Blood pressure measurements based on Korotkoff sound signals obtained by using the developed PVDF film-based sensor module are accurate and highly correlated with measurements obtained by the traditional auscultatory method.

Distribution of vibration signals according to operating conditions of wind turbine (풍력발전기 운전환경에 따른 진동신호 분포)

  • Shin, Sung-Hwan;Kim, SangRyul;Seo, Yun-Ho
    • The Journal of the Acoustical Society of Korea
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    • v.35 no.3
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    • pp.192-201
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    • 2016
  • Condition Monitoring System (CMS) has been used to detect unexpected faults of wind turbine caused by the abrupt change of circumstances or the aging of its mechanical part. In fact, it is a very hard work to do regular inspection for its maintenance because wind turbine is located on the mountaintop or sea. The purpose of this study is to find out distribution patterns of vibration signals measured from the main mechanical parts of wind turbine according to its operation condition. To this end, acceleration signals of main bearing, gearbox, generator, wind speed, rotational speed, etc were measured through the long period more than 2 years and trend analyses on each signal were conducted as a function of the rotational speed. In addition, correlation analysis among the signals was done to grasp the relation between mechanical parts. As a result, the vibrations were dependent on the rotational speed of main shaft and whether power was generated or not, and their distributions at a specific rotational speed could be approximated to Weibull distribution. It was also investigated that the vibration at main bearing was correlated with vibration at gearbox each other, whereas vibration at generator should be dealt with individually because of generating mechanism. These results can be used for improving performance of CMS that early detects the mechanical abnormality of wind turbine.