Search

Author:

Laftchiev, Emil Ivanov

Title:

Robust Dynamical Model-based Data Representations and Structuring of Time Series Data for In-sequence Localization

Graduate Program:

Electrical Engineering

Keywords:

Data Dimension Reduction
Stochastic Programming
Multi-dimensional Data Representation
In-Sequence Localization

File:

Download Emil_Laftchiev-Dissertation_11_20_2014.PDF

Committee Members:

Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Sean Brennan, Dissertation Advisor/Co-Advisor
Minghui Zhu, Committee Member
John F Doherty, Committee Member
Christopher Rahn, Committee Member

Author:

Bekiroglu, Korkut

Title:

From Data to Interventions: Using System Identification and Robust Control Algorithms to Design Effective Treatments

Graduate Program:

Electrical Engineering

Keywords:

Adaptive Intervention
Robust Treatment Design
System Identification
Atomic Norm
min-max Structured Robust Optimization

File:

Download Korkut_Dissertation.pdf

Committee Members:

Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Chair/Co-Chair
Minghui Zhu, Committee Member
Kenneth Jenkins, Committee Member
Stephanie Trea Lanza, Committee Member
Necdet S Aybat, Special Member

Author:

Kang, Bosung

Title:

Robust Covariance Matrix Estimation for Radar Space-Time Adaptive Processing (STAP)

Graduate Program:

Electrical Engineering

Keywords:

convex optimization
STAP
radar signal processing
constrained optimization
detection and estimation

File:

Download BosungKang_Thesis.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
David Miller, Committee Member
Constantino Manuel Lagoa, Committee Member
Jesse Louis Barlow, Committee Member