Digital Signal Processing II

  • Created: 2015-10-18
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Name:Digital Signal Processing II
No.:741003ZSemester:Autumn
Hour:40Credit:2.0
Teacher:Liu, Yan
Introduction:
 
Content:
 
Chapter 1: Random Signal Analysis Random signal representation in time-domain, Z-domain and frequency domain, system response for random signal, random signal model
Chapter 2: Wiener Filtering and Kalman Filtering FIR Wiener filter, IIR Wiener filter, Wiener predictor, Kalman filter
Chapter 3: Adaptive filtering LMS adaptive filter, Widrow-Hoff LMS algorithm, LS adaptive filter, adaptive filter used in signal processing
Chapter 4: Power Spectrum Density Estimation Introduction, autocorrelation function estimation, periodgram, autoregression model, Burg algorithm, maximum entropy method
Chapter 5: Time-frequency Analysis Short-time Fourier transform, Wigner transform, wavelet transform
Material:
 
References:
 

1. Digital Signal Processing-domain discrete random signal processing. Ding Yumei, Xi dian university publishing house, Xi’an, 2002.

2. Modern Signal Processing (2nd Edtion). Zhang Xianda, Tsinghua publishing house, Beijing, 2002.