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Advancing Myoelectric Prothesis Control via EMG-Force with Transfer Learning and via Wireless Sensor Time Synchronization
Keyword:
Electromyogram
,
Time synchronization
,
EMG-force
,
Filter design
,
Transfer Learning
, and
Bluetooth Low Energy
Creator:
Wang, He
Advisor:
Clancy, Ted
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
FEM Modeling for Biomedical Applications: RF Heating & Microwave Imaging
Keyword:
MRI
,
Surface Waves
,
Finite Element Method
,
Magnetic Resonance Imaging
,
FEM
, and
Microwave Imaging
Creator:
Serano, Peter
Advisor:
Makaroff, Sergey N.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Investigating the Practical Limits of Rowhammer Attacks
Keyword:
TLS handshake
,
Cryptographic Algorithm
, and
Rowhammer
Creator:
Rahman, Kristi
Advisor:
Sunar, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Chaos in Memory: A Comprehensive Analysis of Register and Stack Variable Corruption
Keyword:
Memory
,
Stack
,
Hardware Security
, and
Rowhammer
Creator:
Adiletta, Andrew
Advisor:
Sunar, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Enhancing Wireless Technologies with Machine Learning
Keyword:
Scheduling Algorithm
,
5G
,
Radar
,
Waveform Optimization
, and
Cognitive Radio
Creator:
Tames, Donovan
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Evaluation of Machine Learning Methods on Large-Scale Spatio-temporal Data for Photovoltaic Power Prediction
Keyword:
Neural networks
,
Spatio-temporal regression
,
Photovoltaic generation forecasting
, and
Deep learning
Creator:
Sauter, Evan
Advisor:
Zhang, Ziming
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-02-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Large-Scale Characterization and Optimization of Bistable Rings
Keyword:
nonlinear dynamics
,
chaos theory
,
random number generation
,
simulation
,
FPGA
, and
genetic algorithm
Creator:
Mercola, Victor
Advisor:
Tajik, Shahin
and
Ganji, Fatemeh
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Safe Control of Cyber-Physical Systems under False Data Injection Attacks
Creator:
Li, Zhouchi
Advisor:
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
On the Selection of Simulation Methods for Implementing Wireless Channel Models
Keyword:
Wireless Communications
and
Communication System Simulation
Creator:
Morgan, Faith
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-01-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Advanced Control of Upper-Limb Prostheses with Time-Synchronized Distributed Wireless Electrodes
Creator:
Li, Jianan
Advisor:
Clancy, Ted
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-15
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Dual-Antiphase Patch Antennas for Microwave Imaging and Osteoporosis Screening Results Based on Neural Networks: Theoretical and Experimental Results
Keyword:
Microwave Imaging
,
Machine Learning
,
Antennas
, and
Osteoporosis
Creator:
Adams, Johnathan
Advisor:
Makarov, Sergey N.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Machine Learning Models for Parkinson's Disease Gait Assessment and Medication Adherence from Smartphone Sensor Data
Keyword:
Smartphone sensing
,
Gait assessment
,
Parkinson’s disease
,
Machine learning
,
Deep learning
, and
Medication Adherence
Creator:
Abujrida, Hamza
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Implementing Emulated Communication Models for Hybrid and Dynamic Network Topologies
Keyword:
Mesh Networks
,
Network Emulation
,
Rural Broadband
,
CORE/EMANE
, and
MANETs
Creator:
Murphy, Joseph
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Cross-Layer Vulnerability Analysis of System-on-Chip against Physical Hardware Attacks
Creator:
Kiaei, Pantea
Advisor:
Schaumont, Patrick R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Visual Cross-Modal Mapping, Labeling and Localization
Keyword:
LiDAR
,
Localization
,
Camera
,
Mapping
,
Labeling
, and
Cross-Modal
Creator:
Elhousni, Mahdi
Advisor:
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-10-28
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Software-Induced Fault Attacks on Post-Quantum Signature Schemes
Keyword:
Microarchitectural Attacks
,
Post-Quantum Cryptography
,
Lattice-based Cryptography
,
Rowhammer Attack
,
Fault Attacks
, and
Multivariate Cryptography
Creator:
Islam, Saad
Advisor:
Sunar, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-01-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Side-channel Testing Infrastructures in Preand Post-Silicon Settings
Keyword:
Hardware security
,
Side-channel attacks
,
Leakage assessment
, and
Side-channel testing
Creator:
Eren, Ramazan Kaan
Advisor:
Schaumont, Patrick R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Secure Control for Autonomous Cyber-Physical Systems Under Temporal Logic Constraints
Keyword:
temporal logic
,
malicious attack
,
control barrier functions
,
Cyber-physical system
,
stochastic game
, and
secure control
Creator:
Niu, Luyao
Advisor:
Clark, Andrew
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Design and Evaluation of Bit-sliced Neural Network and Post-Quantum Implementations
Keyword:
Software Acceleration
,
Bit-slicing
,
Lattice-Based Post-Quantum Cryptography
,
Neural Networks
,
Electromagnetic Fault Injection Attacks
, and
Fault Countermeasures
Creator:
Singh, Richa
Advisor:
Schaumont, Patrick R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Opportunistic RF Localization of Tire Pressure Monitoring System Transmissions
Keyword:
TPMS
,
RLS Localization
,
Localization
,
Tire Pressure Monitoring
,
Vehicle
, and
RSS
Creator:
Tolbert, Jeffrey
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
NDTNet: An End-to-End Design of an Optical Nondestructive Evaluation System for Metallic Objects on FPGA
Keyword:
FPGA
,
NDT
, and
Optical Evaluation
Creator:
Borwankar, Raunak
Advisor:
Ludwig, Reinhold
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Analog/Mixed-Signal Techniques for Luminescent Lifetime Estimation with Applications in Transcutaneous Oxygen Measurements
Keyword:
Respiration
,
Biomedical wearable devices
,
CMOS
,
Integrated circuits
,
Transcutaneous oxygen
, and
Luminescent lifetime estimation
Creator:
Costanzo, Ian
Advisor:
Guler, Ulkuhan
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-04
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Enhancing Vehicular Networking Using Bumblebee Foraging Theory and Signals of Opportunity
Creator:
Gill, Kuldeep
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-04
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Cholinergic Wireless Photometry Device for Measurement of Neurontransmitter Markers in the Basal Forebrain and Hippocampus
Keyword:
Wireless Power
,
Wireless Photometry
,
Cholinergic
,
Acetylcholine
,
Alzheimers
, and
Implantable
Creator:
Chakravarti, Aatreya
Advisor:
Guler, Ulkuhan
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
2D Representation Learning of 3D Point Clouds in Segmentation and Localization for Autonomous Driving
Keyword:
Localization
,
Representation Learning
,
Segmentation
,
Autonomous Driving
, and
LiDAR
Creator:
Lyu, Yecheng
Advisor:
Zhang, Ziming
and
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Mixed Analog-Digital Signal Techniques for Wearable Medical Sensors in Healthcare Applications
Keyword:
Wearables
,
Pressure ulcer prevention system
,
Wireless monitoring
,
Respiration parameters
,
Pressure Ulcers
, and
Transcutaneous oxygen
Creator:
Sen, Devdip
Advisor:
McNeill, John A.
and
Guler, Ulkuhan
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-16
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Securing Physical Layer Passband Signals Via Machine Learning
Keyword:
Modulation Classification
,
Physical Layer
,
Adversarial Perturbations
,
Machine Learning
, and
Localization
Creator:
McClintick, Kyle
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-01-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Autonomous Driving Perception System on FPGA
Keyword:
FPGA
,
Deep Learning
, and
Autonomous Driving
Creator:
Bai, Lin
Advisor:
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-11-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Machine Learning Estimation of COVID-19 Social Distance Using Smartphone Sensor Data
Keyword:
PACT
,
COVID
,
proximity detection
,
nDCF
,
machine learning
, and
RSSI
Creator:
Semenov, Oleksandr
Advisor:
Agu, Emmanuel O.
and
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-09-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Empowering Computer Vision Models with Deep Learning for Robotic Perception and Drone Geolocation
Keyword:
Deep Learning
,
Robotic Vision
,
Computer Vision
,
Perception
, and
Autonomous Driving
Creator:
Zhao, Yiming
Advisor:
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Hardware Simulation of Embedded Software Fault Attacks: How to SimpliFI Processor Fault Vulnerability Evaluation
Keyword:
Software Vulnerability Evaluation
,
Fault Injection
, and
Hardware Simulation
Creator:
Grycel, Jacob T.
Advisor:
Schaumont, Patrick R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
An Experimental Framework for Outdoor E-band Millimeter Wave Transmission Evaluation
Creator:
Brown, YaYa M.
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Proportional, Simultaneous and Independent Control (PsiCon) of Upper-Limb Prostheses for the Limb-Absent Population
Creator:
Zhu, Ziling
Advisor:
Clancy, Edward A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Logic Design of Point Cloud Based Convolutional Neural Network Accelerators
Keyword:
Hardware Accelerator
,
Point Cloud
, and
Logic Design
Creator:
Zhang, Xiao
Advisor:
Zhang, Ziming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Development of the Boundary Element Fast Multipole Method for Quasistatic Electromagnetic Modeling of the Brain
Keyword:
Transcranial Magnetic Stimulation (TMS)
,
Transcranial Electrical Stimulation (TES)
,
Boundary Element Fast Multipole Method
, and
Computational Electromagnetic Modeling
Creator:
Wartman, William A.
Advisor:
Makarov, Sergey N.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Three Cyberspace Applications for IoT RF Cloud in Localization, Motion Detection, and Security
Keyword:
RF Cloud
,
RSS-based Localization
,
Internet of Things
,
Motion Detection
, and
RF-based Key Generation
Creator:
Ying, Julang
Advisor:
Pahlavan, Kaveh
and
Li, Xinrong
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
A Reinforcement Learning Approach To Optimize the MLC Prefetcher Aggressiveness at Run-Time
Keyword:
Computer Architecture
,
Mid-Level Cache Prefetchers
,
Run-Time Performance Tuning
,
Q-learning
,
Reinforcement Learning
, and
Hardware Optimization
Creator:
Adiletta, Matthew J.
Advisor:
Sunar, Berk
,
Shue, Craig A.
, and
Doroz, Yarkin
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Evaluation of Drone Based Localization Via a Real-Time Emulation Environment
Creator:
Weeks-Collins, Dustin S.
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Revisiting Isolated and Trusted Execution via Microarchitectural Cryptanalysis
Creator:
Moghimi, Ahmad
Advisor:
Sunar, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Bluetooth Packet Capture and Analysis Using Wireless Product Testbed
Creator:
Nguyen, Son
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Non-Submodular Combinatorial Optimization in Control Systems: Efficient Algorithms with Provable Bounds
Keyword:
robust optimization
,
combinatorial optimization
,
sensor placement
, and
submodular
Creator:
Hou, Qiqiang
Advisor:
Clark, Andrew
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Machine Learning for Reliable Communication and Improved Tracking of Dynamical Systems
Keyword:
interacting multiple model
,
kalman filter
,
gilbert-elliott
,
joint coding and modulation
,
maneuvering target tracking
, and
deep learning
Creator:
Vedula, Kirty P.
Advisor:
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Control Barrier Functions for Safe CPS Under Sensor Faults and Attacks
Keyword:
Adversarial Attacks
,
Control Barrier Functions
,
Cyber-Physical Systems
,
FT-CBFs
, and
Security in CPS
Creator:
Zhang, Hongchao
Advisor:
Clark, Andrew
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-07-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Towards Automated Analysis of Microarchitectural Attacks using Machine Learning
Keyword:
Microarchitectural Security
,
Machine Learning
,
Deep Learning
,
Side-Channel Attacks
,
Cloud Security
, and
Cache Attacks
Creator:
Gulmezoglu, Berk
Advisor:
Eisenbarth, Thomas
and
Sunar, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-07-15
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Improving the Performance of Dynamic Electromyogram-to-Force Models for the Hand-Wrist and Multiple Fingers
Keyword:
electromyogram
Creator:
Bardizbanian, Berj
Advisor:
Clancy, Edward A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-14
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Age of Information in Multi-Hop Status Update Systems: Fundamental Bounds and Scheduling Policy Design
Keyword:
Explicit Contention
,
Age of Information
,
Graph Theory
,
Multi-Hop Networks
,
Schedule Design
, and
Interference Models
Creator:
Farazi, Shahab
Advisor:
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-06-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Micro-architectural Threats to Modern Computing Systems
Keyword:
mobile security
,
DoS attacks
,
machine learning
,
cloud security
, and
side-channel attacks
Creator:
Inci, Mehmet Sinan
Advisor:
Sunar, Berk
and
Eisenbarth, Thomas
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Applications of Fully Homomorphic Encryption
Keyword:
encrypted computing
,
fully homomorphic encryption
, and
private computation
Creator:
Cetin, Gizem S.
Advisor:
Sunar, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Hybrid DES-based Vehicular Network Simulator with Multichannel Operations
Keyword:
Multichannel Operations
,
V2V communication
,
Vehicular Network Simulation
, and
Discrete-Event System
Creator:
Wang, Le
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Understanding and Countermeasures against IoT Physical Side Channel Leakage
Keyword:
embedded
,
IoT
,
countermeasure
, and
Side-channel
Creator:
Moukarzel, Michael Antoine
Advisor:
Sunar, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
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