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Author:

Gerg, Isaac

Title:

Domain Enriched Machine Learning for Synthetic Aperture Sonar

Graduate Program:

Electrical Engineering (PHD)

Keywords:

machine learning
deep learning
sonar
autofocus
semantic segmentation
automatic target recogition
classification

File:

Download 2022_PhD_Thesis.pdf

Committee Members:

Alan Wagner, Outside Unit & Field Member
John Doherty, Major Field Member
Jing Yang, Major Field Member
Vishal Monga, Chair & Dissertation Advisor
Thomas F La Porta, Program Head/Chair

Author:

Chatterjee, Kaustav

Title:

Data Anomaly Resilience in Wide-area Oscillation Monitoring and Assessment of Damping Contribution from Power System Components

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Power Systems
Oscillation Monitoring
Control Systems
Damping
Robust PCA
Data Recovery

File:

Download Ph_D__Thesis_Final.pdf

Committee Members:

Yan Li, Major Field Member
Greg Pavlak, Outside Unit & Field Member
Jing Yang, Major Field Member
Nilanjan Ray Chaudhuri, Chair & Dissertation Advisor
Kultegin Aydin, Program Head/Chair

Author:

Feng, Songtao

Title:

Information Freshness: Fundamental Limits and Optimization Methodologies

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Age of Information (AoI)
Scheduling
Wireless networks

File:

Download Feng_dissertation.pdf

Committee Members:

Constantino Lagoa, Major Field Member
Viveck Cadambe, Major Field Member
Jing Yang, Chair & Dissertation Advisor
Guodong Pang, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair