• Title/Summary/Keyword: 스펙트럼 추정

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A Study on Speech Enhancement Method Based on the New Spectral Subtraction with Subband Estimation (새로운 서브밴드 추정-스펙트럼 차감법에 기반한 음성향상방법에 관한 연구)

  • 주상현;김수남;김기두
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.26 no.10B
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    • pp.1360-1366
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    • 2001
  • 이 논문에서는, 잡음환경에서의 음성 향상을 위해서 일반적인 주파수 차감법에 기반한 새로운 형태의 방법을 제안한다. 기존의 방법들이 각각의 주파수 성분에 대해 잡음 및 음성스펙트럼을 추정하는데 비해, 본 논문에서는 주파수 대역을 여러 개의 서브밴드로 대역을 나누어 각각의 서브밴드에 대해서 잡음 및 음성의 스펙트럼을 추정한다. 본 논문에서는 잡음 스펙트럼을 추정하기 위하여 최소추적(Minima Tracking) 방법을 선택하였고, 필터링 방법으로는 스펙트럼 차감법에 기반한 Mel-Scaled 필터뱅크를 이용한 새로운 방법을 제안하였다. 모의실험결과, 기존의 방법들에 비해 음성구간에서의 SNR의 향상정도는 입력 SNR이 -10∼4dB의 범위에서 향상된 결과를 얻었다. 또한 전 구간에 대해서도 다른 알고리즘들 보다 향상된 결과를 얻었다.

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Speech Recognition in Time-varying Noisy Environments using the Histogram Technique (히스토그램 처리방법을 이용한 시변 잡음환경에서의 음성인식)

  • 권영욱;김형순
    • The Journal of the Acoustical Society of Korea
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    • v.17 no.3
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    • pp.47-51
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    • 1998
  • 잡음 환경에서의 음성인식을 위해서는 일반적으로 전처리 과정에서 잡음의 스펙트 럼을 잘 추정할 필요가 있다. 본 논문에서는 시변잡음 환경에서 히스토그램 처리방법에 의 해 잡음의 스펙트럼을 추정하고 이를 제거하는 방법으로 스펙트럼 차감법을 사용하였다. 히 스토그램 처리방법은 음성/비음성 구간의 구분을 할 필요가 없으며 서서히 변화하는 잡음의 스펙트럼도 추정할 수 있다는 점에서 기존 방식에 비해 장점을 지닌다. 다양한 SNR 조건하 에서 시간에 따라 에너지, 그리고 주파수가 변화하는 유색 가우시안 잡음을 부가시킨 음성 에 대해, 화자독립 고립단어 인식실험을 수행하였다. 실험결과, 히스토그램 처리방법에 기반 을 둔 스펙트럼 차감법을 적용할 경우가 기존의 잡음 스펙트럼 추정방법에 비해 인식성능이 우수하였다.

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Seismic Trace Interpolation using Spectral Estimation (스펙트럼 추정을 이용한 탄성파 트레이스 내삽)

  • Ji Jun
    • Geophysics and Geophysical Exploration
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    • v.6 no.3
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    • pp.134-137
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    • 2003
  • A scheme for missing-trace interpolation of linear events is proposed. For a two-dimensional seismic dataset which contains linear events, a post-interpolation spectrum can be estimated from a portion of the original aliased spectrum. The restoration of missing trace data is accomplished by minimizing the energy after applying a filter which has an amplitude spectrum that is inverse to the estimated spectrum.

Analysis of Doppler Spectra in an Airborne Radar (항공기용 레이다에서의 도플러 스펙트럼 분석)

  • Lee, Jong-Gil
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.10a
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    • pp.628-631
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    • 2008
  • For the remote sensing purpose, radar systems extract the target information, such as the magnitude of reflectivity and the velocity from the spectrum analysis of return echoes through the Doppler filter bank. This conventional spectrum estimation method, FFT(Fast fourier Transform) is widely used in most radar systems. However, the frequency resolution of return echoes can be seriously degraded in fast moving targets because of the short acquisition time. Since the high Doppler frequency resolution is important in the detection and tracking of fast moving targets, it can cause very unsatisfactory results. Therefore, in this paper, the parameter spectrum estimation method called AR(Autoregressive) spectrum estimation, is investigated to overcome these problems.

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A Comparative Study on the Methods Estimating Wave Directional Spectrum (파향스펙트럼 추정법의 비교 연구)

  • 오병철;심재설
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.2 no.3
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    • pp.119-127
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    • 1990
  • Wave directional spectrum estimation methods for irregular waves were considered in this study. Until now, the Longuet-Higgins Method (LHM) initiated by Longuet-Higgins et al. (1963) has been widely used, but resolutions of the estimation were found to be low. Kobune's Maximum Entropy Method (MEM) for the estimation of wave directional spectrum, bas-ed on the entropy Principle showed higher resolutions comparing with the LHM . If the wave directional spectrum is of Delta functions, the MEM is exact in its estimation. It was also found that for a unimodal spectrum, if the Mitsuyasu's spreading coefficient is above 5, the estimation resolutions were high. In bimodal spectrum, as the angle difference between the two peaks increased, the resolution improved. The energy seems to transfer to the smoother peak in the smoothing of peak's peakedness. LHM has a tendency to estimate bimodal spectrum as a unimodal spectrum ; thus, except for its computational speed, the resolution of LHM falls far below that of MEM.

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A Study on Spectrum Moment Estimation in an Acoustic Doppler Current Profiler (ADCP에서의 스펙트럼 모멘트 추정에 관한 연구)

  • Lee, Jonggil
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.17 no.8
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    • pp.1790-1795
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    • 2013
  • The current velocity and turbulence information in each range cell can be obtained from the first and second Doppler spectrum moment estimates. However, the very widely used correlation method often called as the pulse-pair method has the inherent restrictions under the highly turbulent conditions since it does not satisfy the assumptions that the return Doppler spectrum should be symmetric and have a single peak value. Therefore, in this paper, the quality of pulse-pair estimates were compared with that of FFT estimates for problem analysis using various shapes of simulated Doppler spectra. It can be known that the pulse-pair method often yields meaningless results if the received signals are severely biased or multi-peak Doppler spectra in the Doppler frequency domain.

Improvement of Current Velocity Estimation Method in an ADCP (ADCP에서의 유속 추정 방법 개선에 관한 연구)

  • Lee, Jonggil
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.9
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    • pp.1818-1825
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    • 2017
  • An Acoustic Doppler Current Profiler(ADCP) measures the current velocity and analyzes the degree of turbulence using Doppler effects of ultrasonic waves. Therefore, the autocorrelation or FFT spectrum estimates are obtained for extraction of current velocity in each spatial region. However, if the correlation method does not satisfy the assumption that the return signal spectra are symmetric Gaussian, the large bias errors can occur. Also, the accurate estimation of autocorrelation or FFT spectrum is difficult due to the short acquisition interval when the rapid changes of current velocity occur. Thus, in this paper, the estimation method of the autoregressive spectrum peak is suggested for the accurate current velocity measurement of both symmetric and asymmetric spectra. It is shown that estimation quality can be improved using the suggested method comparing with the conventional methods. Many return signals under the various environment are simulated and the results are compared and analyzed for evaluation of the suggested method.

Site responses of Japanese stations near the epicenter and Korean stations for the Fukuoka earthquake (후쿠오카 지진('05. 3. 20, $M_{JMA}=7.0$)에 대한 일본 인근 지진관측소와 국내 지진관측소의 주파수응답특성 비교)

  • Yun Kwan-Hee;Park Dong-Hee;Chang Chun-Jung;Choi Weon-Hack;Lee Dae-Soo
    • 한국지구물리탐사학회:학술대회논문집
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    • 2005.05a
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    • pp.79-86
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    • 2005
  • The apparent source spectrum of the Fukuoka earthquake is estimated at the seismic basement by removing from the observed spectra at Korean seismic stations the path and site responses that were previously revealed through inversion process applied to large spectral D/B accumulated until 2004. The approximate source spectrum is also estimated by using data recorded near the epicenter from various Japanese seismic networks and compared with the Korean source spectrum. The comparison result shows that there is good agreement among source spectra estimated based on the data from seismic networks of Korea at large distances (190km

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Site Responses of Japanese Stations Near the Epicenter and Korean Stations for the Fukuoka Earthquake (후쿠오카 지진 ('05. 3. 20, $M_{JMA}=7.0$)에 대한 일본 인근 지진관측소와 국내 지진관측소의 주파수응답특성 비교)

  • Yun, Kwan-Hee;Park, Dong-Hee;Chang, Chun-Jung;Choi, Weon-Hack;Lee, Dae-Soo
    • Journal of the Korean Geophysical Society
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    • v.8 no.1
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    • pp.15-21
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    • 2005
  • The apparent source spectrum of the Fukuoka earthquake is estimated at the seismic basement by removing from the observed spectra at Korean seismic stations the path and site responses that were previously revealed through inversion process applied to large spectral D/B accumulated until 2004. The approximate source spectrum is also estimated by using data recorded near the epicenter from various Japanese seismic networks and compared with the Korean source spectrum. The comparison result shows that there is good agreement among source spectra estimated based on the data from seismic networks of Korea at large distances (190 km

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조류에 의한 천해 파랑 스펙트럼 변환의 수치실험 및 서해 연안에서 동시 현장 파랑 관측 자료의 분석

  • 이동영;김유인;송태관
    • Proceedings of the Korean Society of Coastal and Ocean Engineers Conference
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    • 1992.08a
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    • pp.90-90
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    • 1992
  • 원해에서 파랑이 천해로 진행할 때 수심의 변화와 마찬가지로 조류에 의해서도 파랑 스펙트럼이 변환된다. 조류에 의해 파랑 스펙트럼의 변환을 정확히 추정하는 수치 모델의 개발은 우리나라 서해안과 같이 조류가 큰 해안에서 해상상태의 추정에 중요한 과제이다.(중략)

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