ELL720: Advanced Digital Signal Processing
Instructor: Seshan Srirangarajan
Updates: Please visit the course page on Moodle for further information.
Lecture Timing:
Day/Time: Mon, Wed 11:00 - 11:50 am and Thu 12:00 - 12:50 pm (Slot H)
Room: IIA-101, Bharti School
Reference Books:
[OS_Book] Discrete-Time Signal Processing by A. V. Oppenheim and R. W. Schafer, 3rd Edition, 2014.
[Mitra] Digital Signal Processing: A Computer-based Approach by S. K. Mitra, 4th Edition, 2013.
[PPV_Book] Multirate Systems and Filter Banks by P. P. Vaidyanathan, 1st Edition, 1993 (1st Pearson Impression in 2006).
Course Grading:
Undergraduate students who wish to register for this course should NOT have earned credits for ELL319 (Digital Signal Processing) as these courses have a significant overlap.
Audit pass (NP) grade will require earning a minimum grade of B- in the course. In addition, Mid-Term and End-Term exams will be compulsory evaluation components for auditing the course. If this criteria is not met, the audit fail (NF) grade will be awarded.
Mid-Term Exam: 30 %
End-Term Exam: 40 %
Design Assignments: 30 %
Exam Schedule:
Mid-Term: IIA-101, 25 Feb 2024 (Sunday), 10:00 am - 12:00 pm
End-Term: TBA
Course Outline:
S. No. |
Topics |
Lectures |
References |
1. |
Review of signals and systems, Z-Transforms |
1-2 |
[OS_Book: Chap 2], [OS_Book: Chap 3] |
2. |
Sampling and data reconstruction |
2-7 |
[OS_Book: Chap 4] |
3. |
Multirate signal processing - I |
8-12 |
[OS_Book: Chap 4], [Mitra: Chap 13] |
4. |
Transform domain analysis of discrete linear systems |
13-20 |
[OS_Book: Chap 5], [Mitra: Chap 7] |
5. |
Structures for discrete linear systems |
xx-xx |
[OS_Book: Chap 6] |
6. |
Quantization effects in digital filters |
xx-xx |
[OS_Book: Chap 6], [Mitra: Chap 12] |
7. |
Frequency domain design of digital filters |
xx-xx |
[OS_Book: Chap 7], [Mitra: Chap 9], [Mitra: Chap 10] |
8. |
Discrete Fourier Transform (DFT) |
xx-xx |
[OS_Book: Chap 8] |
9. |
Multirate signal processing - II |
xx-xx |
[Mitra: Chap 14], [PPV_Book: Chap 5] |
10. |
Computation of DFT: Fast Fourier Transform (FFT) algorithm |
xx-xx |
[OS_Book: Chap 9] |
11. |
Wavelet transform |
xx-xx |
[Mitra: Chap 14] |
|