• 제목/요약/키워드: Gaussian white noise

검색결과 475건 처리시간 0.024초

Wiener Filtering을 이용한 잡음환경에서의 음성인식 (Speech Recognition in Noisy Environments using Wiener Filtering)

  • 김진영;엄기완;최홍섭
    • 음성과학
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    • 제1권
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    • pp.277-283
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    • 1997
  • In this paper, we present a robust recognition algorithm based on the Wiener filtering method as a research tool to develop the Korean Speech recognition system. We especially used Wiener filtering method in cepstrum-domain, because the method in frequency-domain is computationally expensive and complex. Evaluation of the effectiveness of this method has been conducted in speaker-independent isolated Korean digit recognition tasks using discrete HMM speech recognition systems. In these tasks, we used 12th order weighted cepstral as a feature vector and added computer simulated white gaussian noise of different levels to clean speech signals for recognition experiments under noisy conditions. Experimental results show that the presented algorithm can provide an improvement in recognition of as much as from $5\%\;to\;\20\%$ in comparison to spectral subtraction method.

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A Study on the Decision Feedback Equalizer using Neural Networks

  • Park, Sung-Hyun;Lee, Yeoung-Soo;Lee, Sang-Bae;Kim, Il;Tack, Han-Ho
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 1998년도 추계학술대회 학술발표 논문집
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    • pp.474-478
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    • 1998
  • A new approach for the decision feedback equalizer(DFE) based on the back-propagation neural networks is described. We propose the method of optimal structure for back-propagation neural networks model. In order to construct an the optimal structure, we first prescribe the bounds of learning procedure, and the, we employ the method of incrementing the number of input neuron by utilizing the derivative of the error with respect to an hidden neuron weights. The structure is applied to the problem of adaptive equalization in the presence of inter symbol interference(ISI), additive white Gaussian noise. From the simulation results, it is observed that the performance of the propose neural networks based decision feedback equalizer outperforms the other two in terms of bit-error rate(BER) and attainable MSE level over a signal ratio and channel nonlinearities.

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효율적인 대역폭을 갖는 QORC 변조의 성능 (Performacne of Bandwidth Efficient QORC Modulation)

  • 인웅식;박상규
    • 한국통신학회논문지
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    • 제14권3호
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    • pp.240-248
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    • 1989
  • 본 논문에서는 MSK보다 훨씬 효율적인 주파수 대역 특성을 갖는 QORC 변조 방식의 성능을 가진 백색 가우시안 잡음 하에서 분석하였다. 수신기는 QPSK 방식에서 사용되는 동기(Coherent) 수신기를 사용하고 신호 검출을 위한 샘플링 시간은 QORC 신호를 고려하여 [(2n-1)T, (2n+1)T]로 하였다. 분석 결과 QORC는 대역폭이 MSK에 비하여 1/16정도로 압축되며 성능면에서는 낮은 오류 발생 확률에서 약 1dB 정도의 전력을 더 필요로 하여 거의 동등하였다.

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유선 케이블 모뎀의 FEC 성능평가 (Error Performance Analysis of a FEC for the Cable Modem)

  • 이창재;김경덕;최형진
    • 한국통신학회논문지
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    • 제26권11A호
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    • pp.1803-1811
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    • 2001
  • 본 논문에서는 미국의 유선 케이블 모뎀 규격인 MCNS(Multimedia Cable Network System) DOCSIS(Data Over Cable Service Interface Specification)를 만즉하는 하향 채널의 64/256-QAM 수신부 FEC(Forward Error Correction)를 분석하였다. FEC는 기본적으로 RS(Reed-Solomon) 계층과 TCM(Trellis Coded Modulation) 계층으로 구분되며, 여기에 추가적으로 interleaving과 randomizer 계층들이 결합되어 있다. AWGN(Additive White Gaussian Noise) 환경에서의 BER(Bit Error Rate) 성능평가를 통해 수신부 연판정 비터비 복호기(soft Viterbi decoder)의 추적 깊이(trace-back depth)와 양자화 레벨(quantization level)의 크기에 따라 부호화 이득이 변함을 확인하였다.

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웨이브렛 변환평면에서의 근전도신호 인식에 관한 연구 (A Study on the Identification of the EMG Signal in the Wavelet Transform Domain)

  • 김종원;김성환
    • 대한의용생체공학회:의공학회지
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    • 제15권3호
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    • pp.305-316
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    • 1994
  • All physical data in the real world are nonstationary signals that have the time varying statistical characteristics. Although few algorithms suitable to process the nonstationary signals have ever been suggested, these are treated the nonstationary signals under the assumption that the nonstationary signal is a piece-wise stationary signal. Recently, statistical analysis algorithms for the nonstationary signal have concentrated so much interest. In this paper, nonstationary EMG signals are mapped onto the orthogonal wavelet transform domain so that the eigenvalue spread of its autocorrelation matrix could be more smaller than that in the time domain. Then the model in the wavelet transform domain and an algorithm to estimate the model parameters are suggested. Also, an test signal generated by a white gaussian noise and the EMG signal are identified, and the algorithm performance is considered in the sense of the mean square error and the evaluation parameters.

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The Benefit of Ambiguity Resolution Using Triple Frequency

  • Tominaga, Reiji;Gomi, Yasuto;Zhang, Yun;Kubo, Nobuaki;Yasuda, Akio
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2006년도 International Symposium on GPS/GNSS Vol.2
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    • pp.23-26
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    • 2006
  • Modernized GPS will have three frequencies modulated with three signals, which will be accessible to all users in the near future. This new frequency provides an opportunity to resolve the double differenced (DD) integer ambiguity very fast and with almost no baseline constraints. In order to study the performance of triple frequency system for Ambiguity Resolution (AR) over the medium baseline under different ionospheric levels, the Klobuchar Model was implemented and used in our triple simulation to generate the ionospheric delay. Furthermore, the White-Gaussian noise applying to distance-dependent parameters was added to the DD ionospheric delay. For medium baseline (defined as here 20 to 40kms), success rates of AR has been pretty improved. In this paper, the medium baseline AR strategies that take advantage of carrier phase measurement on the third frequency will be discussed.

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Testing and Self Calibration of RF Circuit using MEMS Switches

  • Kannan, Sukeshwar;Kim, Bruce;Noh, Seok-Ho;Park, Se-Hyun
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2011년도 추계학술대회
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    • pp.882-885
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    • 2011
  • This paper presents testing and self-calibration of RF circuits using MEMS switches to identify process-related defects and out of specification circuits. We have developed a novel multi-tone dither test technique where the test stimulus is generated by modulating the RF carrier signal with a multi-tone signal generated using an Arbitrary Waveform Generator (AWG) with additive white Gaussian noise. This test stimulus is provided as input to the RF circuit and peak-to-average ratio (PAR) is measured at the output. For a faulty circuit, a significant difference is observed in the value of PAR as compared to a fault-free circuit. Simulation is performed for various circuit conditions such as fault-free as well as fault-induced and their corresponding PARs are stored in the look-up table. This testing and self-calibration technique is exhaustive and efficient for present-day communication systems.

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DS-CDMA/TDMA 주파수 공유 시스템의 성능 개선 (Performance Improvement of Frequence Sharing of DS-CDMA/TDMA System)

  • 백승선;강희조
    • 한국정보통신학회논문지
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    • 제5권4호
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    • pp.639-644
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    • 2001
  • 직접 확산 부호 분할 다원 접속시스템과 시분할 다원 접속시스템을 동일 주파수 대역에서 중첩되어 전송할 때 DS-CDMA 신호에서의 TDMA 신호의 협대역 간섭이 문제된다. 본 논문에서는 DS-CDMA 신호의 협대역 간섭파를 제거하는 방법으로서 복소 다중 비율 필터 뱅크(Complex Multirate Filter Bank : CMFB)를 이용해서 협대역 간섭파 제거법을 제안하고, 간섭제거기(CCI canceller)를 이용해서 다중접속 간섭을 제거하여 DS-CDMA 신호의 성능을 개선한다. 본 논문은 AWGN, MAI 및 NI환경하에서 DS-CDMA 신호와 TDMA 신호의 주파수 공용 시스템에 적용할 때의 DS-CDMA신호의 특성에 대해서 해석하였다. 또 한, 복소 필터 뱅크와 간섭제거기를 직렬 연결한 노치필터를 채용하여 성능개선을 이룰 수 있었다.

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Stochastic along-wind response of nonlinear structures to quadratic wind pressure

  • Floris, Claudio;de Iseppi, Luca
    • Wind and Structures
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    • 제5권5호
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    • pp.423-440
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    • 2002
  • The effects of the nonlinear (quadratic) term in wind pressure have been analyzed in many papers with reference to linear structural models. The present paper addresses the problem of the response of nonlinear structures to stochastic nonlinear wind pressure. Adopting a single-degree-of-freedom structural model with polynomial nonlinearity, the solution is obtained by means of the moment equation approach in the context of It$\hat{o}$'s stochastic differential calculus. To do so, wind turbulence is idealized as the output of a linear filter excited by a Gaussian white noise. Response statistical moments are computed for both the equivalent linear system and the actual nonlinear one. In the second case, since the moment equations form an infinite hierarchy, a suitable iterative procedure is used to close it. The numerical analyses regard a Duffing oscillator, and the results compare well with Monte Carlo simulation.

A Synchronization Scheme Based on Moving Average for Robust Audio Watermarking

  • Zhang, Jinquan;Han, Bin
    • Journal of Information Processing Systems
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    • 제15권2호
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    • pp.271-287
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    • 2019
  • The synchronization scheme based on moving average is robust and suitable for the same rule to be adopted in embedding watermark and synchronization code, but the imperceptibility and search efficiency is seldom reported. The study aims to improve the original scheme for robust audio watermarking. Firstly, the survival of the algorithm from desynchronization attacks is improved. Secondly, the scheme is improved in inaudibility. Objective difference grade (ODG) of the marked audio is significantly changed. Thirdly, the imperceptibility of the scheme is analyzed and the derived result is close to experimental result. Fourthly, the selection of parameters is optimized based on experimental data. Fifthly, the search efficiency of the scheme is compared with those of other synchronization code schemes. The experimental results show that the proposed watermarking scheme allows the high audio quality and is robust to common attacks such as additive white Gaussian noise, requantization, resampling, low-pass filtering, random cropping, MP3 compression, jitter attack, and time scale modification. Moreover, the algorithm has the high search efficiency and low false alarm rate.