Syllabus

1. Write a program for linear convolution of two sequences.
2. Write a program for circular convolution.
3. Write a program to perform linear convolution using circular convolution.
4. Write a program to perform N-point DFT. Also perform the IDFT on the result obtained to verify the result.
5. Write a program to perform circular correlation using
(a)Direct method b) using circular convolution.
6. Write a program to perform circular convolution and correlation using DFT.
7. Write a program to perform linear convolution using (a)overlap save method (b) overlap add method.
8. Write a program to perform FFT on a sequence using the following methods. (a) Decimation in time (b) Decimation in frequency
9. Write a program to perform IDFT on a transformed sequence using DFT.
10. Write a program to design an FIR filter using windowing technique.
11. Write a program to design an IIR filter using (a) impulse invariant method (b) bilinear transformation method.

To enable the students to learn the software tools like Python for analysis of different signals and systems.

To enable students to know simulation of different DSP operations like convolution, correlation, and transformation.

To enable students to know the implementation of different digital filters using Python software.

CO1: Use software tools like MATLAB and Python to implement signal processing algorithms.
CO2: Gain hands-on experience in implementing fundamental DSP operations like convolution and correlation using Python software.
CO3: Analyze and manipulate discrete-time signals using Fourier transform, Z-transform, using Python software.
CO4: Design and implement FIR and IIR filters using windowing methods, Butterworth, Chebyshev using Python software.
CO5: Compare the efficiency and accuracy of different DSP techniques and algorithms.

J.G. Proakis and D.G. Manolakis, Digital Signal Processing: Principles Algorithms and Applications, Pearson Education , 4e,2007.

Vinay K. Ingle and John G. Proakis, Digital Signal Processing Using MATLAB, A Problem Solving Companion, Cengage India Private Limited , January, 2017

Sanjit K. Mitra, Digital Signal Processing: A Computer - Based Approach, McGraw Hill Education , 4th edition (1 July 2013)

Alan V Oppenheim, Discrete-Time Signal Processing, Pearson Education India , January 2014