Advancements in Signal Processing and Optimization Techniques
Prospective Experts:
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June 3- 7, 2019 Local Coordinator: |
Course contents:
Adaptive Signal Processing: Fundamentals of Signal Processing, Introduction to Adaptive
Systems, Minimum Mean-Square Error, Wiener-Hopf Equation,
Error Performance Surface, LMS algorithm, Convergence of
weight vector, Learning Curve, Least Mean Square(LMS)
Algorithm, Recursive Least Square (RLS) Algorithm, Direct
Modelling or System Identification, Inverse Adaptive Modelling
(Equalization), Adaptive Noise Cancellation, Adaptive filters for
time series and stock market prediction, Biomedical Applications.
Applications of
Transformations to Signal:Fourier Transform, Short Time Fourier Transform, Multi-resolution
Analysis, Wavelet Transform, Discrete Wavelet Transform
(DWT), Sub-band Coding for DWT, DWT for Image processing
Applications, Stockwell Transform and its Applications
Classical Optimization and
Unsupervised Learning
Techniques: Basics of Optimization, Constrained Optimization, Linear
Programming, Graphical Method, Dual Problems, Classification
and Clustering, K-Means Clustering, Density Based Approaches
for Clustering, Applications
Evolutionary and Nature
Inspired Optimization
Techniques: Introduction to Nature Inspired Optimization, Genetic Algorithms,
Particle Swarm Optimization and its variants, Ant Colony
Optimization, Honey Bee Optimization, Gray Wolf Optimization,
Spider-Monkey Optimization, Social Spider Optimization and their
applications.
Multi-Objective Optimization
Techniques: Introduction to Multi-Objective Optimization, Non-dominated Sorted
Genetic Algorithm (NSGA-II), Multi-Objective Particle Swarm
Optimization (MOPSO), Applications.
Registration Fee and Accommodation:
Faculty and Research Scholars (PhD): Nil and free accommodation on sharing basis.
Others:Rs 3000 and extra nominal charges for accommodation and food.
Core Team Members, E&ICT Academy:
Prof Aparajita Ojha
Email: aojha@iiitdmj.ac.in
Prof. Vijay Kumar Gupta
Email: vkgupta@iiitdmj.ac.in
Prof. P.N. Kondekar
Email: pnkondekar@iiitdmj.ac.in
Dr. Atul Gupta
Email: atul@iiitdmj.ac.in
Dr. Prashant Kumar Jain
Email: pkjain@iiitdmj.ac.in
Website: ict.iiitdmj.ac.in
Contact us :
Dr. Prabin Padhy : +9425155297
Electronics and ICT Academy
PDPM Indian Institute of Information Technology,
Design and Manufacturing, Jabalpur,
Dumna Airport Road, Jabalpur 482005
Email: prabin16@gmail.com
Website: ict.iiitdmj.ac.in