Electrical and Computer Engineering Theses and Dissertations

 

This collection contains theses and dissertations from the Department of Electrical and Computer Engineering, collected from the Scholarship@Western Electronic Thesis and Dissertation Repository

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Theses/Dissertations from 2022

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Machine Learning and Operations Research for Intelligence Engines in Future Networks, Ali Chouman

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Deep Learning For Load Forecasting With Smart Meter Data: Online And Federated Learning, Mohammad Navid Fekri

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Autonomous Rock Segmentation from Lidar Point Clouds Using Machine Learning Approaches, Lauren E. Flanagan

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Evolving Deep Neural Network Architectures for Time Series Data, Santiago Vladimir Gomez Rosero

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Machine Learning with Big Data for Electrical Load Forecasting, Alexandra L'Heureux

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Automated Segmentation of the Inner Ear and Round Window in Computed Tomography scans using Convolutional Neural Networks, Kyle A. Rioux

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Non-Orthogonal Multi-Dimensional Modulation and Nonlinear Distortion Compensation for Beyond 5G, Thakshanth Uthayakumar

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Photonic Crystal Edge Couplers for Sensing Applications, Michael A. Zylstra

Theses/Dissertations from 2021

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Situation-Aware Quality of Service Enhancement for Heterogeneous Ultra-Dense Wireless IoT Networks, Sabin Bhandari

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In-clinic Functional Measurement and Analysis of Knee Osteoarthritis Patients Undergoing Total Knee Replacement, Riley A. Bloomfield

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Consensus-enabled and Value-oriented Collaboration in Distributed IoT Systems: Mechanisms, Design, and Implementation, Ruitao Chen

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Real-time Parkinsonian Tremor Signal Identifier Based on Internal Model Principle, Jian Dong

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Generative Learning in Smart Grid, Samer M. El Kababji

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Deep Neural Networks For Human Activity Recognition With Wearable Sensors, Davoud Gholamiangonabadi

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Leveraging Machine Learning Techniques towards Intelligent Networking Automation, Cesar A. Gomez

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Visual Cues For Semi-autonomous Control Of Transradial Prosthetics, Mena S.A. Kamel

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Power Management and Control to Balance Residential Microgrids with Individual Phase-wise Generation and Storage, Syed Ahmed Raza Naqvi

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Mechanical Design and Development of a Compliant 5-DOF Manipulator Using Magneto-Rheological Actuators, Sergey Pisetskiy

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Precision Grasp Planning for Integrated Arm-Hand Systems, Shuwei Qiu

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Deep Learning for High-Impedance Fault Detection and Classification, Khushwant Rai

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Novel ZCS PWM Methods for Industrial Applications, Ramtin Rasoulinezhad

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Development of Control System for Open-Source Low-Cost Ventilators, Heena Shrestha

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Real-time Automated Performance Metrics for Virtual Temporal Bone Drilling, Evan S. Simpson

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An Anomaly Detection System for Smart Manufacturing Using Deep Learning, Tareq Tayeh

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Effect of Levodopa on EEG Connectivity in Parkinson's Patients, Sepehr Torab Parhiz

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Smart Chatbot For User Authentication, Peter Voege

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Edge Intelligence Enabled Distributed and Collaborative Authentication in UAV Swarms, Huanchi Wang

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Design, Development, and Evaluation of Customized Electronics for Controlling a 5-DOF Magneto-Rheological Actuator Collaborative Robot, Ziqi Yang

Theses/Dissertations from 2020

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Orthogonal Frequency Division Multiplexing System with Index Modulations for Wireless Communication, Ibrahim M Abdalla Aboharba

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DC-DC and AC-DC Converters Based on Three-Phase DC-DC Topologies, Adel Ali Abosnina

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Ontology-Driven Semantic Data Integration in Open Environment, Islam M. Ali

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Performance Evaluation, Comparison and Improvement of the Hardware Implementations of the Advanced Encryption Standard S-box, Doaa Ashmawy

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Vehicle Networks: Statistical and Game Theoretic Approaches to Their Evaluation and Design, Gleb Dubosarskii

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Intelligent Security Provisioning and Trust Management for Future Wireless Communications, He Fang

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Improving the Transient Stability of the Virtual Synchronous Generator, Kourosh Gharouni Saffar

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Edge-cloud IoT Data Analytics: Intelligence at the Edge with Deep Learning, Ananda Mohon M. Ghosh

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Optimized Machine Learning Models Towards Intelligent Systems, MohammadNoor Ahmad Mohammad Injadat

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Synchrophasor Based Islanding & Open phase fault Protection in Distribution Systems, Mansour Jalali

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Analytic Delay Model of RLC Interconnects using Numerical Inversion of the Laplace Transform, Yu Jiang

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Intelligent and Low Overhead Network Synchronization over Large-Scale Industrial Internet of Things Systems, Pengyi Jia

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Protecting Health Data in a Pandemic: A Systematic Adversarial Threat Analysis of Contact Tracing Apps, Leah Krehling

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Intelligent and Efficient Ultra-Dense Heterogeneous Networks for 5G and Beyond, Yanan Liu

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Hyperspectral Image Classification for Remote Sensing, Hadis Madani

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Longitudinal Partitioning Waveform Relaxation Methods For The Analysis of Transmission Line Circuits, Tarik Menkad

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Radiometric Correction of MultiSpectral Cameras Using Photosensor Irradiance for Agronomy Applications, Nicholas S. Mitchell

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Characterization and Control of a Woven Biomimetic Actuator for Wearable Neurorehabilitative Devices, Vaughan K. Murphy

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A New Approach for Homomorphic Encryption with Secure Function Evaluation on Genomic Data, Mounika Pratapa

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Efficient Hardware Architectures For Public-key Cryptosystems, Mohammadamin Saburruhmonfared

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Novel Estimation and Detection Techniques for 5G Networks, Anas Saci

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Network Resource and Performance Optimization in Autonomous Systems: A Connected Vehicles and Autonomous Networks Perspective, Ibrahim Shaer

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Terramechanics and Machine Learning for the Characterization of Terrain, Bryan W. Southwell

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Towards Efficient and Secure IIoT: Solutions for the Sensing Domain, Elena Uchiteleva

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Deep Learning on Smart Meter Data: Non-Intrusive Load Monitoring and Stealthy Black-Box Attacks, Junfei Wang

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Modeling and Simulation of Concentric and Eccentric Tube Continuum Robots, Lexuan Wang

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Geometric State Observers for Autonomous Navigation Systems, Miaomiao Wang

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An Investigation of the Interleaved Operation of a Stacked AC-DC Single-Stage Flyback Converter, Mengkai Xiong

Theses/Dissertations from 2019

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Design and Implementation of Anomaly Detections for User Authentication Framework, Iman Abu Sulayman

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Novel Control of PV Solar Farms as STATCOM (PV-STATCOM) for Frequency Control and Power Oscillation Damping, Mohammad Akbari Kelishadi

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Objective and Subjective Evaluation of Binaural Beamformers in Hearing Aids, Scott Aker

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Energy-Efficient Multicarrier and Multicarrier-CDMA Systems, Moftah Ali

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Objective Estimation of Tracheoesophageal Speech Quality, Yousef S Ettomi Ali

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Automated Segmentation of Temporal Bone Structures, Daniel Allen

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Orchestration of machine learning workflows on Internet of Things data, Jose Miguel Alves

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Height Measurement of Basil Crops for Smart Irrigation Applications in Greenhouses using Commercial Sensors, Leila Bahman

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Machine Learning Classification of Interplanetary Coronal Mass Ejections Using Satellite Accelerometers, Kelsey Doerksen

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Parkinsonian Speech and Voice Quality: Assessment and Improvement, Amr Gaballah

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Multi-Atlas Segmentation of the Facial Nerve, Bradley M. Gare

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Leveraging Cloud-based NFV and SDN Platform Towards Quality-Driven Next-Generation Mobile Networks, Hassan Hawilo

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Investigation of radiation-hardened design of electronic systems with applications to post-accident monitoring for nuclear power plants, Qiang Huang

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Machine Learning for Stock Prediction Based on Fundamental Analysis, Yuxuan Huang

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Split DC bus converters for power electronic and AC-DC Microgrid applications, Javad Khodabakhsh

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Intraoperative Localization of Subthalamic Nucleus during Deep Brain Stimulation Surgery using Machine Learning Algorithms, Mahsa Khosravi

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Blockchain-Based Distributed Network Architecture for Internet of Things, Min Li

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Optimal Decentralized Coordination of Sources in Islanded and Grid-connected Microgrids, Mithun Mallick

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Machine Learning for Performance Aware Virtual Network Function Placement, Dimitrios Michael Manias

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Adaptation of a Deep Learning Algorithm for Traffic Sign Detection, Jose Luis Masache Narvaez

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Design, Implementation and Evaluation of a Redundancy Management System for Fault-Tolerant Wireless Devices in Harsh Environments, Madison McCarthy

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Nonlinear Attitude and Pose Filters with Superior Convergence Properties, Hashim Abdellah Hashim Mohamed

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Integrity Protection of the DC Microgrid, Jafar Mohammadi

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Novel Night and Day Control of PV Solar Farm as STATCOM (PV-STATCOM) for Critical Induction Motor Stabilization and FIDVR Alleviation, Sibin Mohan

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Development and Assessment of Signal Processing Algorithms for Assistive Hearing Devices, Farid Moshgelani

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Spatiotemporal Forecasting At Scale, Rafael Felipe Nascimento de Aguiar

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Analysis, Design and Demonstration of Control Systems Against Insider Attacks in Cyber-Physical Systems, Xirong Ning

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Autonomous and Real Time Rock Image Classification using Convolutional Neural Networks, Alexis David Pascual

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Gabor Filter Initialization And Parameterization Strategies In Convolutional Neural Networks, Long Pham

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Big Data for Traffic Engineering in Software-Defined Networks, Wander Queiroz

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Novel PV Solar Farm Control as STATCOM (PV-STATCOM) for SSR Mitigation in Synchronous Generators and Wind Farms, Reza Salehi Sharafdarkolaee

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Towards Efficient Intrusion Detection using Hybrid Data Mining Techniques, Fadi Salo

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Forecasting Energy Consumption using Sequence to Sequence Attention models, Ljubisa Sehovac

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Enhanced Multimedia Exchanges over the Internet, Fuad Shamieh

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CNN-PDM: A Convolutional Neural Network Framework For Assets Predictive Maintenance, Willamos Silva

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Cluster-Based Chained Transfer Learning for Energy Forecasting With Big Data, Yifang Tian

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Data Analytics and Performance Enhancement in Edge-Cloud Collaborative Internet of Things Systems, Tianqi Yu

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Exploitation of Robust AoA Estimation and Low Overhead Beamforming in mmWave MIMO System, Yuyan Zhao

Theses/Dissertations from 2018

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Optimization and Management Techniques for Geo-distributed SDN-enabled Cloud Datacenters' Provisioning, Khaled M. Alhazmi

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Secured Data Masking Framework and Technique for Preserving Privacy in a Business Intelligence Analytics Platform, Osama Ali

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Constant Envelope DCT- and FFT- based Multicarrier Systems, Rayan Alsisi

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Recurrent Neural Network Architectures Toward Intrusion Detection, Wafaa Anani

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Performance Enhancement of IEEE 802.11AX in Ultra-Dense Wireless Networks, Jiyang Bai

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New Algorithms for Locating Faults in Series Capacitive Compensated Transmission Lines, Tirath Bains