Signal Processing

Signal Processing

1. Linear Time invariant System

   • IIR
     • IIR Filters
       • Characteristics
   • FIR
     • FIR Filters
       • Characteristics
       • Design by Windowing
         • Characteristics
         • Rectangular
         • Triangular
         • Blackmann
         • Hanning
         • Hamming
   • Causal
   • Characteristics
   • Causal Systems
   • Analysis of LTI
     • Methods
       • Direct
         • Konvolusi
         • Difference Equation
           • Non-Recursive
           • Recursive
       • Indirect
     • Response of LTI

2. Design of Analog Filters

   • S > Z Mapping
     • Approximations to Derivative
       • Forward
       • Backward
     • bi-linear Transformation
     • Impulse Variance
   • Frequency Transformation for analog filters
     • Lowpass > Lowpass
     • Lowpass > Bandstop
     • Lowpass > Bandpass
     • Lowpass > Highpass
   • Designs
     • Butterworth
     • Chebyshev
       • I
       • II
     • Bessle
     • Elliptic

3. Basics

   • Signals
   • AD / DA Conversion

4. Fourier Transform

   • Discrete Fourier Transform
   • Fast Fourier Transform
   • Continuous-Time FT

5. Z Transform

   • Characteristics
   • One sided
   • Inverse
   • Rational
   • Direct