盲系统辨识 盲源分离(BSS, Blind Source Separation) 独立分量分析 (ICA, Independent Component Analysis) 信道盲均衡 盲波束形成
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Introduction Array signal model Low resolution Methods High resolution Methods Applications Future Directions
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S1. Introduction S2. LS Method S3. RLS algorithm S4. Examples
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S1. Introduction S2. Conventional Kalman filter S3. Example S4. RLS and Kalman filtering S5. Square-root information filter S6. Square-root covariance filter Better numerical properties than the conventional one The square-root RLS algorithms are special cases
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Steepest-descent algorithm LMS algorithm LMS for time-varying set-ups LMS variants Normalized LMS (NLMS) LMS versus RLS convergence
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S.1 Prototype adaptive filter Filter structure Quadratic cost functions S2. Wiener filter theory MMSE criterion Wiener-Hopf equations Orthogonality principle S3. Unrealizable Wiener filter
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Introduction Periodogram and correlogram Nonparametric methods Parametric methods for Rational spectra Parametric methods for line spectra Filter-bank approach Spatial methods
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S1. Filters: devices of signal processing Classic Filter Optimal Filter Adaptive Filter S2. Adaptive filtering applications S3. Stochastic processes Partial characteristic: Autocorrelation Matrix (ACM) PSD Linear parametric model S4. Mean Square Information Space
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实验一 锯齿波同步移相触发电路实验 实验二 单相桥式半控整流电路实验 实验三 单相交流调压电路实验
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