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Filtering by: Contributor Zhang, Ziming Unit (Department) Electrical & Computer Engineering

1. Data Driven Mel Filter Bank Design for Environmental Sound Analysis

Keyword:: Audio, Classification, MFCC, and Enviroment
Creator:: Rothstein, Michael
Advisor:: Islam, Bashima
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-24
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Electrical & Computer Engineering

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. 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

9. 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

10. 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