EEE 331: Digital Signal Processing I [3.0]
Introduction to digital signal processing (DSP): discrete-time signals and systems, analog to digital conversion, impulse response, finite impulse response (FIR) and infinite impulse response (IIR) of discrete-time systems.
Correlation: circular convolution, auto-correlation and cross correlation.
Discrete transformations: discrete Fourier series, discrete-time Fourier series, discrete Fourier transform (DFT) and properties, fast Fourier transform (FFT), inverse fast Fourier transform.
Z transformation: Properties, transfer function, poles and zeros and inverse Z transform.
Digital Filters: FIR filters- linear phase filters, specifications, design using window, optimal and frequency sampling methods; IIR filters- specifications, design using impulse invariant, bi-linear Z transformation, least-square methods and finite precision effects.
Correlation: circular convolution, auto-correlation and cross correlation.
Discrete transformations: discrete Fourier series, discrete-time Fourier series, discrete Fourier transform (DFT) and properties, fast Fourier transform (FFT), inverse fast Fourier transform.
Z transformation: Properties, transfer function, poles and zeros and inverse Z transform.
Digital Filters: FIR filters- linear phase filters, specifications, design using window, optimal and frequency sampling methods; IIR filters- specifications, design using impulse invariant, bi-linear Z transformation, least-square methods and finite precision effects.