This course discusses the fundamentals and mathematical principles of DSP. Topics to be covered include sampling theory, sequence and sequence operation, discrete-time systems, convolution; discrete-time Fourier analysis and Z-transform; magnitude and phase responses, group delay, linear phase systems, minimum phase and maximum phase, all-pass filters; canonic and non-canonic digital structures; digital filter design, Butterworth, Chebyshev, and elliptic approximations, bilinear transformation, window functions, Remez algorithm, and computer-aided filter design.
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