Advanced DSP and Noise reduction P8

Chia sẻ: Khinh Kha Kha | Ngày: | Loại File: PDF | Số trang:36

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Advanced DSP and Noise reduction P8

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LINEAR PREDICTION MODELS Linear Prediction Coding Forward, Backward and Lattice Predictors Short-term and Long-Term Linear Predictors MAP Estimation of Predictor Coefficients Sub-Band Linear Prediction Signal Restoration Using Linear Prediction Models Summary inear prediction modelling is used in a diverse area of applications, such as data forecasting, speech coding, video coding, speech recognition, model-based spectral analysis, model-based interpolation, signal restoration, and impulse/step event detection. In the statistical literature, linear prediction models are often referred to as autoregressive (AR) processes. In this chapter, we introduce the theory of linear...

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