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Author:

Ayub, Ali

Title:

Few-Shot Continual Learning of Visual Concepts

Graduate Program:

Electrical Engineering

Keywords:

Continual Learning
Catastrophic Forgetting
Human-Robot Interaction
Self-Supervised Learning
Curiosity-Driven Learning
Cognitively-Inspired Learning
Robotics
Machine Learning
Computer Vision

File:

Download PhD_Thesis___Ali_Ayub.pdf

Committee Members:

Sven G Bilen, Dissertation Advisor/Co-Advisor
Sven G Bilen, Committee Chair/Co-Chair
Minghui Zhu, Committee Member
Vishal Monga, Committee Member
Elisabeth Karuza, Outside Member
Alan R. Wagner, Dissertation Advisor/Co-Advisor
Alan Richard Wagner, Committee Chair/Co-Chair
Kultegin Aydin, Program Head/Chair

Author:

Hall, Donald L

Title:

Exploitation of space-time wireless channel characteristics for indoor source localization

Graduate Program:

Electrical Engineering

Keywords:

Indoor Source Localization
Direction of Arrival Estimation
Machine Learning
Multipath
Polarization Diversity
Spatial Scattering
Wireless Channel

File:

Download dlh_dissertation.pdf

Committee Members:

Ram Mohan Narayanan, Dissertation Advisor/Co-Advisor
Ram Mohan Narayanan, Committee Chair/Co-Chair
John F Doherty, Committee Member
David Marion Jenkins, Jr., Committee Member
Michelle Celine Vigeant, Outside Member
Erik Henry Lenzing, Special Member
Kultegin Aydin, Program Head/Chair

Author:

Haddadpour, Farzin

Title:

COMMUNICATION-EFFICIENT AND FAULT-TOLERANT ALGORITHMS FOR DISTRIBUTED MACHINE LEARNING

Graduate Program:

Electrical Engineering

Keywords:

Distributed - Communication - straggler

File:

Download My_PhD_Dissertation__1_.pdf

Committee Members:

Viveck Ramesh Cadambe, Dissertation Advisor/Co-Advisor
Viveck Ramesh Cadambe, Committee Chair/Co-Chair
Mehrdad Mahdavi, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Necdet S Aybat, Outside Member
Mehrdad Mahdavi, Dissertation Advisor/Co-Advisor
Kultegin Aydin, Program Head/Chair

Author:

Bettapalli Nagaraj, Suhas

Title:

Privacy-preserving assessment of depression using Speech signal processing

Graduate Program:

Electrical Engineering

Keywords:

Speech Classification
Data Privacy
Depression Detection
Paralinguistics

File:

Download Suhas_MSEE_Thesis.pdf

Committee Members:

Saeed M Abdullah, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Jing Yang, Committee Member
Kultegin Aydin, Program Head/Chair

Author:

Bardakci, Ibrahim Ekrem

Title:

Convex Formulations of Probability Maximization Problems: Stochastic Approximation Frameworks and Applications

Graduate Program:

Electrical Engineering

Keywords:

Probability maximization
Optimization
Stochastic Approximation
Risk Minimization
Controller Design

File:

Download ieb_Dissertation_final.pdf

Committee Members:

Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Chair/Co-Chair
Vinayak V Shanbhag, Outside Member
Minghui Zhu, Committee Member
Jing Yang, Committee Member
Kultegin Aydin, Program Head/Chair

Author:

Zhang, Jianan

Title:

Optical wireless communication and positioning systems applying imaging techniques

Graduate Program:

Electrical Engineering

Keywords:

Optical wireless communication
Image recognition
Visible light positioning
Sensor fusion

File:

Download Jianan_Zhang_PSU_Thesis__3_.pdf

Committee Members:

Timothy Joseph Kane, Dissertation Advisor/Co-Advisor
Timothy Joseph Kane, Committee Chair/Co-Chair
Jing Yang, Committee Member
Julio Urbina, Committee Member
Sean N Brennan, Outside Member
Constantino Manuel Lagoa, Committee Member
Kultegin Aydin, Program Head/Chair

Author:

Kirk, Benjamin

Title:

Implementation of Cognitive Software-Defined Radar with Range-Doppler Processing and Pulse-Agility for Spectrum Sharing

Graduate Program:

Electrical Engineering

Keywords:

cognitive radar
software defined radar
spectrum sharing
dynamic spectrum access
pulse-agility
deconvolution
hardware accelerated
real time
moving target indication

File:

Download Dissertation_BHK_Rev5.pdf

Committee Members:

Ram Mohan Narayanan, Dissertation Advisor/Co-Advisor
Ram Mohan Narayanan, Committee Chair/Co-Chair
Julio Urbina, Committee Member
Timothy Joseph Kane, Committee Member
Karl Martin Reichard, Outside Member
Anthony F. Martone, Special Member
Kultegin Aydin, Program Head/Chair

Author:

Kovarskiy, Jacob

Title:

Real-time Spectral Prediction and Metacognition for Spectrum Sharing Radar

Graduate Program:

Electrical Engineering

Keywords:

cognitive radar
spectrum sharing
spectrum prediction
software defined radio
radio frequency interference
metacognition
reinforcement learning
multi-armed bandits

File:

Download Kovarskiy_thesis_v5_wVita.pdf

Committee Members:

Ram Mohan Narayanan, Dissertation Advisor/Co-Advisor
Ram Mohan Narayanan, Committee Chair/Co-Chair
Timothy Joseph Kane, Committee Member
Julio Urbina, Committee Member
Karl Martin Reichard, Outside Member
Anthony F. Martone, Special Member
Kultegin Aydin, Program Head/Chair

Author:

Goodnight, Lindsey

Title:

Development and Characterization of Electrochemical Biosensors using Cu-Ni and Laser Written Platinum

Graduate Program:

Electrical Engineering

Keywords:

electrochemical biosensors
non-enzymatic
glucose sensing
hydrogen peroxide sensing

File:

Download Development_and_Characterization_of_Electrochemical_Biosensors_Based_On_Electrodeposited_Copper_Nickel_and_Laser_Written_Platinum_Electrodes.pdf

Committee Members:

Seyedehaida Ebrahimi, Thesis Advisor/Co-Advisor
Timothy Joseph Kane, Committee Member
Kultegin Aydin, Program Head/Chair

Author:

Lakhera, Ketan

Title:

High-Power Density Three-Phase Two-Level Inverter Using Gan Devices and Aluminum PCB Board

Graduate Program:

Electrical Engineering

Keywords:

GaN Devices
Aluminum PCB(Al PCB)
Three-Phase Two-Level Inverter
High Power Density

File:

Download Thesis_Masters_Ketan.pdf

Committee Members:

Arash Khoshkbar-Sadigh, Thesis Advisor/Co-Advisor
Arash Khoshkbar-Sadigh, Committee Member
Yan Li, Committee Member
Kultegin Aydin, Program Head/Chair