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Rangkuman artikel Pemrosesan Sinyal Digital sepanjang 2008-2015

Sungguh menyenangkan bisa menulis dan berbagi berbagai macam artikel atau paper yang berkaitan dengan Pemrosesan Sinyal Digital atau PSD yang sudah sekian tahun saya geluti, dan sebagaimana saya telah membuat rangkuman artikel tentang mikrokontroler dan PLC, berikut ini adalah rangkuman tentang artikel/paper tentang PSD atau DSP yang telah saya tulis sepanjang tahun 2008 – 2015, selamat membaca dan berdiskusi…

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DSP

Wavelets and Filter Banks Course Notes (Catatan Kuliah Wavelet dan Filter Banks)

Silahkan unduh versi Bahasa Indonesia-nya disini

Wavelets and Filter Banks Course Notes

Copyright ©Dr. W. J. Phillips

January 9, 2003

  • 1. Analysis and Synthesis of Signals
  • 2. Time-Frequency Analysis
    • 2.1 The Short Time Fourier Transform
    • 2.2 The spectrogram
    • 2.3 An Orthgonal Basis of Functions
  • 3. Time-Scale Analysis
    • 3.1 The Continuous Wavelet Transform
    • 3.2 Comparision with STFT
    • 3.3 The Scalogram
    • 3.4 Examples of Wavelets
    • 3.5 Analysis and Synthesis with Wavelets
    • 3.6 The Haar Wavelet
  • 4. Multiresolution Analysis
    • 4.1 The Scaling Function
    • 4.2 The Discrete Wavelet Transform
  • 5. Filter Banks and the Discrete Wavelet Transform
    • 5.1 Analysis: From Fine Scale to Coarser Scale
      • 5.1.1 Filtering and Downsampling
      • 5.1.2 The One-Stage Analysis Filter Bank
      • 5.1.3 The Analysis Filter Bank
    • 5.2 Synthesis: From Course Scale to Fine Scale
      • 5.2.1 Upsampling and Filtering
      • 5.2.2 The One-Stage Synthesis Filter Bank
      • 5.2.3 Perfect Reconstruction Filter Bank
      • 5.2.4 The Synthesis Filter Bank
      • 5.2.5 Approximations and Details
    • 5.3 Numerical Complexity of the Discrete Wavelet Transform
    • 5.4 Matlab Examples
      • 5.4.1 One-Stage Perfect Reconstruction
      • 5.4.2 Approximations and Details
      • 5.4.3 A Useful Function
    • 5.5 Initialization of the Discrete Wavelet Transform
  • 6. Properties of the Filters, and the Scale and Wavelet Functions
    • 6.1 Double Shift Orthogonality of the Filters
    • 6.2 Frequency Domain Formulas
    • 6.3 Support of the Scale Function
    • 6.4 The Cascade Algorithm
  • 7. Designing Wavelets
    • 7.1 Short Filters
      • 7.1.1 Length 2 Filter
      • 7.1.2 Length 4 Filter
      • 7.1.3 Length 6 Filter
    • 7.2 K-Regular Scaling Filters
      • 7.2.1 The db2 Wavelet
      • 7.2.2 The db3 Wavelet
    • 7.3 Characterizing K-Regular Filters
    • 7.4 The Daubechies Maximally Flat Polynomial
      • 7.4.1 Factoring the Daubechie Maximally Flat Polynomial
    • 7.5 Coiflets
      • 7.5.1 Coif1
      • 7.5.2 Coif2
Unduh versi Indonesianya hanya disini… Terima kasih…!