| Chapter No. | Title | |-------------|-------| | 1 | – Advantages vs. analog, block diagrams, sampling theorem, aliasing | | 2 | Discrete-Time Signals and Systems – Sequences, LTI systems, convolution, difference equations | | 3 | The Z-Transform – ROC, inverse Z-transform, transfer functions, stability | | 4 | Discrete Fourier Transform (DFT) – Properties, circular convolution, linear filtering via DFT | | 5 | Fast Fourier Transform (FFT) – Radix-2 DIT and DIF algorithms, butterfly structures | | 6 | Infinite Impulse Response (IIR) Filter Design – Butterworth, Chebyshev, bilinear transformation, impulse invariance | | 7 | Finite Impulse Response (FIR) Filter Design – Window method (Hamming, Hanning, Blackman), frequency sampling | | 8 | Realization of Digital Filters – Direct, cascade, parallel, ladder structures | | 9 | Multirate Digital Signal Processing – Decimation, interpolation, sampling rate conversion | | 10 | Applications of DSP – Speech processing, image processing, radar, adaptive filters (introductory) |
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