Theses

Completed Theses

Year Author Degree Topic
2025 Orson Wang MS SE A proposed methodology for human operator modeling and development of a virtual operator model for control of a simulated compact track loader
2025 Alex Gisi MS ECE A data-driven method for improving a black-box controller
2024 I-Chen Sang PhD SE Perception and sensor fusion in environments with uncertainty using Fuzzy Inference Systems
2024 Marius Juston MS SE Adaptive neuro-fuzzy inference system based neural network and parameter constraints
2023 Yu Chen PhD MechE Enabling mobile robot perception and shared-control with vision-based sensor fusion systems
2023 Samuel Dekhterman MS SE Hierarchical rule-base reduction fuzzy control for variable velocity path tracking
2022 Hang Cui PhD MechE Signal processing of 4D high-resolution automotive radar for object detection
2022 Woojin Ahn MS SE Online and offline training for adaptive neuro-fuzzy inference systems using deep and reinforcement learning with hierarchical rule-base reduction
2022 Justin Yurkanin MS MechE Neural network enhanced off-road skid-steer vehicle modeling with an application to path planning
2021 Jiaming Zhang MS MechE Illi Racecar: A small-scale platform for autonomous driving
2021 Michaela Lobato MS SE Terrain characterization for site selection and preparation
2021 Ayush Rajput MS IE Steering control and Kalman filter position estimation comparison for an autonomous underwater vehicle
2020 Sharan Balasubramanian MS IE Neural network modeling of the dynamics of autonomous underwater vehicles for Kalman filtering and improved localization
2019 Rodra Hascaryo MS AE Reduced order extended kalman filter incorporating dynamics of an autonomous underwater vehicle for motion prediction
2019 James Keiller MS ECE Localization for Teams of Autonomous Ground Vehicles