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Signal Processing Quick Study Guide. FREE first 2 chapters in the trial version
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Table of Contents
- I. Foreword
- II Mathematical Analysis
- III. DSP Theory
- IV. DSP Sub-fields
- V. DSP Techniques
- VI. Sampling
- VII. Statistical Signal Processing
- VIII. Image processing
- IX. Control engineering
- X. DSP Architecture
I. Foreword
- About Signal Processing
- About Digital signal processing
II. Mathematical Analysis
- Fourier analysis
- Fourier series
- Fourier transform
- Fast Fourier transform
- Bluestein's FFT algorithm
- Bruun's FFT algorithm
- Cooley-Tukey FFT algorithm
- Prime-factor FFT algorithm
- Rader's FFT algorithm
- Gibbs phenomenon
- Impulse response
- Impulse invariance
- Infinite impulse response
- Laplace transform
- Two-sided Laplace transform
- Transfer function
- Dirac comb
- Dirac delta function
- Sinc function
- Goertzel algorithm
- Abel transform
- Spline interpolation
- Stochastic differential equation
III. DSP Theory
- Nyquist-Shannon sampling theorem
- Whittaker-Shannon interpolation formula
- Estimation theory
- Detection theory
- LTI system theory
IV. DSP Sub-fields
- Audio signal processing
- Digital image processing
- Speech processing
- Speech recognition
- Speech synthesis
- Statistical signal processing
- Image processing
- Control engineering
V. DSP Techniques
- Discrete Fourier transform (DFT)
- A derivation of the discrete Fourier transform
- Discrete-time Fourier transform (DTFT)
- Bilinear transform
- Z-transform
- Aadvanced Z-transform
- Discrete cosine transform
- Modified discrete cosine transform
VI. Sampling
- Sampling
- Sampling rate
- Downsampling
- Upsampling
- Oversampling
- Digital frequency
- Quantization
- Quantization noise
- Signal-to-noise ratio
- Companding
- A-law algorithm
- μ-law algorithm
- Signal reconstruction
- Aliasing
- Anti-aliasing
- Anti-aliasing filter
- Sinc filter
- Reconstruction filter
- Negative frequency
VII. Statistical Signal Processing
- Bayes theorem
- Bayes estimator
- Recursive Bayesian estimation
- Wiener filter
- Kalman filter
- Fast Kalman filter
- Adaptive filter
- Finite impulse response
- Statistical classification
- Hidden Markov models
VIII. Image processing
- Principal components analysis
- Independent component analysis
- Self-organizing maps
- Neural networks
- Computer vision
- Affine shape adaptation
- Blob detection
- Lanczos resampling
- Tomographic reconstruction
IX. Control engineering
- Adaptive control
- Building Automation
- Control reconfiguration
- Feedback
- H infinity
- Intelligent control
- Laplace transform
- Model predictive control
- Non-linear control
- Optimal control
- Process control
- Quantitative feedback theory
- Robotic unicycle
- Robust control
- Servomechanism
- State space
- VisSim
X. DSP Architecture
- Digital signal processor
- von Neumann architectur
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