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Author:

Subbu, Aparna

Title:

Pattern Recognition using Symbolic Dynamic Filtering

Graduate Program:

Electrical Engineering

Keywords:

Symbolic dynamics
Analytic signal
Markov modeling
Pattern recognition
Image understanding
Anomaly Detection

File:

Download Aparna_Dissertation.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Chair/Co-Chair
Shashi Phoha, Committee Chair/Co-Chair
Asok Ray, Committee Member
Jeffrey Scott Mayer, Committee Member
Alok Sinha, Committee Member

Author:

Samsi, Rohan

Title:

A Probabilistic Framework for Fault Detection in Induction Motors

Graduate Program:

Electrical Engineering

Keywords:

anomaly detection
induction machines
drives
signal processing

File:

Download Main.pdf

Committee Members:

Jeffrey Scott Mayer, Committee Chair/Co-Chair
Asok Ray, Committee Chair/Co-Chair
Heath F Hofmann, Committee Member
Kon Well Wang, Committee Member

Author:

Chin, Shin Choong

Title:

REAL-TIME ANOMALY DETECTION IN COMPLEX DYNAMICAL SYSTEMS

Graduate Program:

Electrical Engineering

Keywords:

pattern recognition
signal processing
anomaly detection

File:

Download main.pdf

Committee Members:

Shashi Phoha, Committee Chair/Co-Chair
Jeffrey Scott Mayer, Committee Chair/Co-Chair
Asok Ray, Committee Member
Constantino Manuel Lagoa, Committee Member
John Metzner, Committee Member
Natarajan Gautam, Committee Member

Author:

Rajagopalan, Venkatesh

Title:

Symbolic Dynamic Filtering of Complex Systems

Graduate Program:

Electrical Engineering

Keywords:

Markov Modeling
Anomaly Detection
Symbolic Dynamics

File:

Download Venkatesh-Dissertation.pdf

Committee Members:

Jeffrey Scott Mayer, Committee Chair/Co-Chair
Asok Ray, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
Marc Carpino, Committee Member

Author:

Ghosh, Supratim

Title:

Teams and games for distributed consensus.

Graduate Program:

Electrical Engineering

Keywords:

Cooperative Control
Game Theory
Multi-agent Consensus
Decentralized Control.

File:

Download Supratim_Ghosh_dissertation_final.pdf

Committee Members:

Ji Woong Lee, Dissertation Advisor/Co-Advisor
Ji Woong Lee, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
Asok Ray, Committee Member
Piotr Berman, Committee Member

Author:

Bahrampour, Soheil

Title:

Sparse Representation for Information Fusion

Graduate Program:

Electrical Engineering

Keywords:

Multimodal Dictionary Learning
Sparse Representation
Information Fusion

File:

Download SoheilBahrampour-PhDThesis.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
William Kenneth Jenkins, Committee Chair/Co-Chair
Shashi Phoha, Committee Member
Jeffrey Scott Mayer, Committee Member
Joseph Francis Horn, Committee Member

Author:

Rao, Chinmay R

Title:

DATA-DRIVEN PATTERN IDENTIFICATION IN COMPLEX SYSTEMS USING SYMBOLIC DYNAMIC FILTERING

Graduate Program:

Electrical Engineering

Keywords:

Parameter estimation
Symbolic Dynamic Filtering
Pattern Recognition

File:

Download CRRDissertation.pdf

Committee Members:

Asok Ray, Committee Chair/Co-Chair
Shashi Phoha, Committee Member
Joseph Francis Horn, Committee Member
Jeffrey Mayer, Committee Member
Kenneth Jenkins, Committee Chair/Co-Chair

Author:

Kim, Hunmin

Title:

Distributed Control of Cyber-physical Systems: Security, Economics, and Smart grid

Graduate Program:

Electrical Engineering

Keywords:

Cyber-physical systems
Distributed control

File:

Download Thesis_Hunmin_Kim.pdf

Committee Members:

Minghui Zhu, Dissertation Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Chair/Co-Chair
Nilanjan Ray Chaudhuri, Committee Member
Asok Ray, Committee Member
Asok Ray, Outside Member

Author:

Shah, Rajvi

Title:

Automated Reverse Docking of Tractor-Trailer using Infrastructure-based Sensing Experimentally Tested with a Full-scale Tractor-Trailer

Graduate Program:

Electrical Engineering

Keywords:

reverse path tracking
docking
tractor-trailer
automation
infrastructure-based sensing
advanced driver assistance system
autonomous trucks

File:

Download Rajvi_Shah_MS_Thesis_2019.pdf

Committee Members:

Sean N Brennan, Thesis Advisor/Co-Advisor
Minghui Zhu, Thesis Advisor/Co-Advisor
Asok Ray, Committee Member
Kultegin Aydin, Program Head/Chair

Author:

Dillinger, Cody

Title:

Game-Theoretic Controller Simulation for Sampling-Based Multi-Robot Motion Planning Algorithms

Graduate Program:

Electrical Engineering

Keywords:

Robotics
Motion Planning
Game Theory
Algorithms
Control Theory
Optimization
Nash Equilibrium
Simulation
Multi-Robot Systems

File:

Download Dillinger_Thesis_MastersFormat_Final2.pdf

Committee Members:

Minghui Zhu, Thesis Advisor/Co-Advisor
Asok Ray, Committee Member
Kultegin Aydin, Program Head/Chair