• Title/Summary/Keyword: 신호정규화방법

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An Acoustic Echo Canceler under 3-Dimensional Synthetic Stereo Environments (3차원 합성 입체음향 환경에서의 음향반향제거기)

  • 김현태;박장식
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.7A
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    • pp.520-528
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    • 2003
  • This paper proposes a method of implementing synthetic stereo and an acoustic echo cancellation algorithm for multiple participant conference system. Synthetic stereo is generated by HRTF and two loudspeakers. A robust adaptive algorithm for synthetic stereo echo cancellation is proposed to reduce the weight misalignment due to near-end speech signals and ambient noises. The proposed adaptive algorithm is modified version of SMAP algorithm and the coefficients of adaptive filter is updated with cross correlation of input and estimation error signal normalized with sum of the autocorrelation of input signal and the power of the estimation error signal multiplied with projection order. This is more robust to projection order and ambient noise than conventional SMAP. Computer simulation show that the proposed algorithm effectively attenuates synthetic stereo acoustic echo.

Iterative Bispectrum Estimation and Signal Recovery Based On Weighted Regularization (가중 정규화에 기반한 반복적 바이스펙트럼 추정과 신호복원)

  • Lim, Won-Bae;Hur, Bong-Soo;Lee, Hak-Moo;Kang, Moon-Gi
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.37 no.3
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    • pp.98-109
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    • 2000
  • While the bispectrum has desirable properties in itself and therefore has a lot of potential to be applied to signal and Image restoration. few real-world application results have appeared in literature The major problem with this IS the difficulty In realizing the expectation operator of the true bispectrum, due to the lack of realizations. In this paper, the true bispectrum is defined as the expectation of the sample bispectrum, which IS the Fourier representation of the triple correlation given one realization The characteristics of the sample bispectrum are analyzed and a way to obtain an estimate of the true bispectrum without stochastic expectation, using the generalized theory of weighted regularization is shown. The bispectrum estimated by the proposed algorithm is experimentally demonstrated to be useful for signal recovery under blurred noisy condition.

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Robust Blind Source Separation to Noisy Environment For Speech Recognition in Car (차량용 음성인식을 위한 주변잡음에 강건한 브라인드 음원분리)

  • Kim, Hyun-Tae;Park, Jang-Sik
    • The Journal of the Korea Contents Association
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    • v.6 no.12
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    • pp.89-95
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    • 2006
  • The performance of blind source separation(BSS) using independent component analysis (ICA) declines significantly in a reverberant environment. A post-processing method proposed in this paper was designed to remove the residual component precisely. The proposed method used modified NLMS(normalized least mean square) filter in frequency domain, to estimate cross-talk path that causes residual cross-talk components. Residual cross-talk components in one channel is correspond to direct components in another channel. Therefore, we can estimate cross-talk path using another channel input signals from adaptive filter. Step size is normalized by input signal power in conventional NLMS filter, but it is normalized by sum of input signal power and error signal power in modified NLMS filter. By using this method, we can prevent misadjustment of filter weights. The estimated residual cross-talk components are subtracted by non-stationary spectral subtraction. The computer simulation results using speech signals show that the proposed method improves the noise reduction ratio(NRR) by approximately 3dB on conventional FDICA.

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Digital Image Watermarking Schemes Based on GCST and SVD (GCST-SVD 기반 디지털 영상 워터마킹 방법)

  • Lee, Juck-Sik
    • Journal of the Institute of Convergence Signal Processing
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    • v.14 no.3
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    • pp.154-161
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    • 2013
  • In this paper, Gabor cosine and sine transform considered as human visual filter is applied to watermarking methods for digital images. Four algorithms by using singular values or principal components of SVD in the frequency domain are proposed for watermark embedding and extraction. Two dimensional image is used as an embedded watermark. To measure the similarity between the embedded watermark image and the extracted one, a normalized correlation value is computed for the comparison of the four proposed methods with various attacks. Extracted watermark images are also provided for visual inspection. The proposed GCST-SVD method which embeds a watermark image into the lowest vertical or horizontal ac frequency band can provide useful watermarking algorithm with high correlation values and visual watermark features from experimental results for various attacks.

A Study on the Image Enhancement Method of Digital Mammogram in the Wavelet Domain (웨이블렛 영역에서 디지털 맘모그램의 영상향상 방법에 관한 연구)

  • Jeon, Geum-Sang;Jang, Boo-Hwan;Kim, Sang-Hee
    • Journal of the Institute of Convergence Signal Processing
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    • v.13 no.1
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    • pp.6-11
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    • 2012
  • Digital mammogram is effective for detecting the micro-calcification that is early symptom of breast cancer. In the digital mammogram, many image processing techniques have been studied for accurate diagnosis and efficient treatment of micro-calcification lesion. The wavelet based multi-scale method was mainly used to enhance the image contrast. This paper presents an advanced mammography enhancement method which is based both on the brightness and the contrast enhancement in the wavelet domain. The proposed method normalizes a dynamic range using histogram of the image. The brightness is enhanced by modifying coefficients of low frequency components, and the contrast is enhanced by coefficients of high frequency component based on the multi-scale contrast measure. The experiment results show that the proposed method yields better performance of the image enhancement over the existing methods.

Transmission Signal Normalization Scheme for Advanced Terrestrial Digital Multimedia Broadcasting (AT-DMB 전송 신호 정규화 방안)

  • Lee, Sang-Woon;Kim, Young-Su;Yun, Jeong-Song
    • Journal of Broadcast Engineering
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    • v.15 no.6
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    • pp.868-875
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    • 2010
  • AT-DMB was developed to raise the transmission rate of existing T-DMB with backward compatability. The transmission and hierarchical video service technique were legislated as Korean TTA standards, and other application service techniques including data services are being developed for the commercial service. In this paper, we consider the power of transmission power level of signals in Advanced Terrestrial Digital Multimedia System according to the constellation ratio. And we propose a new scheme for normalization of transmission signal power level in AT-DMB system. Adopting this scheme, the signal power level of hierarchical modulated signal can be uniform in AT-DMB system both for B Mode and Q Mode.

Energy-Dependent Preemphasis for Speech Signal Preprocessing (음성신호 전처리를 위한 에너지 의존 프리엠퍼시스)

  • Kim, Dong-Jun;Park, Sang-Hui
    • The Journal of the Acoustical Society of Korea
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    • v.16 no.3
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    • pp.18-25
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    • 1997
  • This study describes a modified preemphasis formula, what we call energy-dependent preemphasis(EDP). This uses the normalized short-term energy of speech signal, with the assumption that the source characteristics of the glottal pulses and the radiation characteristics of the lips are approximately proportional to the energy of speech signal. Using this method, speech analyses, such as AR spectrum estimation, formant detection, are performed for nonstationary starting parts of 5 Korean single vowels. The results are compared with the conventional two preemphasis methods. We found that the proposed preemphasis gave enhanced spectral shapes and more accurate formant frequencies and avoided overlapping phenomenon of adjacent two formants.

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Comparison of several criteria for ordering independent components (독립성분의 순서화 방법 비교)

  • Choi, Eunbin;Cho, Sulim;Park, Mira
    • The Korean Journal of Applied Statistics
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    • v.30 no.6
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    • pp.889-899
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    • 2017
  • Independent component analysis is a multivariate approach to separate mixed signals into original signals. It is the most widely used method of blind source separation technique. ICA uses linear transformations such as principal component analysis and factor analysis, but differs in that ICA requires statistical independence and non-Gaussian assumptions of original signals. PCA have a natural ordering based on cumulative proportion of explained variance; howerver, ICA algorithms cannot identify the unique optimal ordering of the components. It is meaningful to set order because major components can be used for further analysis such as clustering and low-dimensional graphs. In this paper, we compare the performance of several criteria to determine the order of the components. Kurtosis, absolute value of kurtosis, negentropy, Kolmogorov-Smirnov statistic and sum of squared coefficients are considered. The criteria are evaluated by their ability to classify known groups. Two types of data are analyzed for illustration.

A Study on Phase Shift of Driving Signal in order to Output Control of Inverter for High Frequency Induction Heating (고주파 유도가열용 인버터의 출력제어를 위한 구동신호의 위상 천이에 관한 연구)

  • Lee Bong-Seob;Choi Shin-Hyeong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.7 no.4
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    • pp.580-586
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    • 2006
  • This paper proposes high frequency inverter for induction heating and discusses output control of high frequency inverter. Output control method of inverter is controlled by phase shift of switching devices applied to driving signal and the principle and a characteristic estimates of proposed circuit described on normal parameters. Also output characteristics for circuit design presented to numeric analysis and experimental equipment is made to compare theoretical result with an experimental result and an established characteristic estimate.

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Remarks on of Optimizations of Time-Resolved Pulse Thermography for Nondestructive Testing Evaluations (비파괴검사 평가를 위한 시간-분해 펄스열화상의 최적화에 관한 제고)

  • Kim, Wontae
    • Journal of the Korean Society for Nondestructive Testing
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    • v.33 no.2
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    • pp.226-231
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    • 2013
  • 펄스 열화상에서 서모그램 등 데이터의 플롯에 의해 표시되어지는 로그-로그 플롯을 활용해서 특정하게 정류(rectification)하여 펄스 서모그램을 잘 사용하도록 정의하고 열화상 신호복원(thermographic signal reconstruction; TSR) 기법에 의해 실험 데이터를 피팅하도록 한다, 이와 같은 물리적인 해석 및 수학적 대수기법에 의해 펄스열화상은 단순하면서도 효율적인 정규화가 가능하게 될 수 있다. 펄스열화상의 최적화는 로그대수 유도로 비교되는 콘트라스트(contrast)의 초기 검출과 TSR의 사용이라는 두 가지 돋보이는 접근 방법에 기반하여 이루어진다. 펄스자극열화상을 최적화하기 위해서 두 개의 매개변수, 즉 결함 콘트라스트의 신호 대 잡음비와 추출에 대한 선인식을 고려하는 것이 필요하다.