台大電信所 數位影像處理與信號處理實驗室

研究所的課程:

時頻分析與小波轉換 Time Frequency Analysis and Wavelet Transforms

[課程資料下載]

課程大綱:

  • Introduction
  • Short-Time Fourier Transform
  • Gabor Transform
  • Wigner Distribution Function
  • S Transform and Cohen’s Class Time-Frequency Distribution
  • Prolate Spheroidal Wave Function and Matching Pursuit, and Fractional Fourier Transform
  • Filter Design in the Time-Frequency Domain
  • Generalization for Modulation, Multiplexing, Sampling, and Other Applications
  • Wavelet Transform
  • Discrete Wavelet Transform and 2-D Wavelet Transform
  • Implementation of Wavelet Transform
  • Wavelet Transform for Image Processing

 

高等數位訊號處理 Advanced Digital Signal Processing

[課程資料下載]

課程大綱:

  • Digital filter design
  • Acoustics
  • Spectrum analysis
  • Non-LTI system analysis
  • Fast implementation algorithm design
  • Walsh and Haar transforms
  • Number Theoretic Transform
  • Others (data compression, encryption, CDMA, OFDM, fractal)

 

大學部的課程:

微分方程 Differential Equations

[課程資料下載]

課程大綱:

  • First order differential equations
  • Higher order differential equations
  • System analysis differential equations
  • Series solutions of linear equations
  • Laplace transform
  • Fourier series and integral transforms
  • Boundary-value problems