|
|
Masters Courses
I primarily work in the area of statistical signal processing with applications to communications.
Prerequisites : Signals and Systems (AV311)
The following topics will be covered in this course :
Textbook :
Prerequisites : Probability and Random Processes, Linear Algebra
Topics Covered : In this course we cover topics from Estimation and Detection Theory or statistical Inferencing. Essentially it deals with problems of (i) determining the values (estimating) of some random or deterministic quantity in the presence of noise and (ii) making inferences about the a desired parameter based on certain measurements.
An exhaustive list of books on Statistical Signal Processing is as given below. Students may choose books from the following according to their preferences (style of writing etc)
This course primarily concentrates on Probability and Random Processes, a bit of Linear Algebra. The course contents are,
Texts and References :
The books are listed in the increasing order of difficulty in depth and presentation.
Texts and References :
1. Signals and Systems by Allen Oppenheim, Willsky
2. Linear Systems and Systems by B. P Lathi
3. Signals and Systems by Simon Haykin
To be updated
Doctoral Students
1. Mr Thiruppathirajan Sankaralingam, VSSC, Enhanced Sparsity Order Estimation Techniques for Dynamic Compressing
Masters Students
1. Robust Signal Processing
2. Dynamic Compressed Sensing
The details will uploaded shortly.
Journals
Patents :
1. Robust Channel Estimation of OFDM Systems. The details regarding tha patent can accessed at https://patents.google.com/patent/US20130215826