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THE DEVELOPMENT OF ON-CHIP OPTOFLUIDIC DROPLET LASERS
(2020-05-19)
Optofluidic lasers have been an emerging field for the applications of biological sensing and diagnosis, chemical sensing, and point-of-care devices. Droplets, as optical cavities, confines whispering gallery modes with ...
Distributed Optimal Policies for Multi-Agent Systems under Uncertainties
(2020-05-14)
Multi-agent systems (MAS) have attracted increasing attention in the past years due to their wide applications in mobile robots, sensor networks, autonomous driving systems, etc. Along with this trend, developing ...
MACHINE LEARNING FOR TARGET DETECTION USING UWB RADAR SENSOR NETWORKS
(2022-12-05)
Machine learning (ML) has recently been used to solve critical problems. This dissertation focuses on developing systems using Ultra-Wideband (UWB) wireless sensor networks and machine learning to solve critical tasks such ...
Autonomous Teaming of Multileader System - Robust Cluster Formation Approach
(2022-12-20)
The cluster consensus problem of Multileader MAS Is considered and the clustering problem of interconnected multileader systems is formulated as a disturbance attenuation problem. For the first time, it's proved that the ...
MACROMODELING AND ACCELERATED SIMULATIONS OF ELECTRIC MACHINES
(2021-08-02)
Electric machines are the most important element in the power grid. Given its centennial legacy and the rise of electric vehicles and distributed energy resources, it is imperative to bring new technologies into this area. ...
Evaluation and Modeling of Power System Components
(2022-06-01)
Future power system architectures will rely on a combination of rotating machines, power electronic devices, and energy storage. While it is possible to procure each component separately and conduct studies incorporating ...
TOWARDS ON-CHIP INTEGRATED SENSORS: PHOTONIC CRYSTAL OPTICAL SENSORS AND LASERS
(2022-08-11)
Supervising Professor: Weidong Zhou
The field of compact integrated optical platform has developed into a new era in the past two decades. On one hand, the semiconductor optoelectronic devices are becoming smaller and ...
System Identification of Linear and Non-Linear Dynamical Systems using Semi-definite Programming via Penalized Parabolic Relaxation Method
(2022-08-08)
This document is prepared to highlight the difference between two very important fields in the realm of Convex Optimization, Machine Learning, Artificial Intelligence and many such sprouting advance fields currently impacting ...
POWER ALLOCATION AND MASSIVE MIMO CHANNEL MODELING FOR 5G WIRELESS COMMUNICATIONS
(2022-05-11)
To meet the demand for wireless communication transmission rate to reach a thousand times of the existing system in 2021, the fifth-generation (5G) mobile communication system was developed. Compared with Long-Term Evolution ...
Fast and Parallelizable Numerical Algorithms for Large Scale Conic Optimization Problems
(2021-12-16)
Many real world problems from various application areas such as engineering, finance and operation research can be cast as optimization problems. Generally, the goal is to optimize an objective function under a set of ...