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Author:

Washington, Richard

Title:

the use of machine learning and genetic algorithms for clutter classification and radarcom signal design

Graduate Program:

Electrical Engineering (MS)

Keywords:

Radar
wireless communications
clutter
lpi
radarcom
machine learning

File:

Download FinalThesis_RichardWashington.pdf

Committee Members:

Kultegin Aydin, Program Head/Chair
Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
Julio Urbina, Committee Member
Dmitriy Garmatyuk, Special Signatory
Saba Mudaliar, Special Signatory

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