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Now showing items 31-40 of 55
Application of Machine Learning to Multiple Radar Missions and Operations
(2022-08-04)
This dissertation investigated the application of Machine Learning (ML) in multiple radar missions. With the increasing computational power and data availability, machine learning is becoming a convenient tool in developing ...
Many-Body Delocalization and Evidential Study in Power Grid
(2020-12-18)
Complex energy flow dynamics following an untoward event has a direct impact on the
responses of the protective and stabilization control systems of the power grid, in defending
the power grid against from large-scale ...
Enhanced Capsule-based Networks and Their Applications
(2022-12)
Current deep models have achieved human-like accuracy in many computer vision tasks, even defeating humans sometimes. However, these deep models still suffer from significant weaknesses. To name a few, it is hard to interpret ...
Unmanned Aerial Vehicle-based Far-Field Antenna Characterization System for Polarimetric Weather Radars
(2020-12-18)
The use of phased array radars for the US weather radar network (NEXRAD) has been proposed in lieu of the current mechanically steered dish-based systems, owing to its many attractive features, e.g., electronic steering ...
Addressing mobility challenges in AI-enabled emerging cellular networks
(2023-05-12)
The ability to support seamless user mobility has been the Raison D’etre of mobile networks. In recent years, the cellular network industry has evolved significantly, and mobility management is becoming a major challenge. ...
Online closed-loop tACS-fMRI for brain modulation
(2022-07-20)
Recent studies suggest that transcranial electrical stimulation (tES) can be performed during functional magnetic resonance imaging (fMRI). The novel approach of using concurrent tES-fMRI to modulate and measure targeted ...
Mobility management in multi-RAT multiI-band heterogeneous networks
(2021-05-11)
Support for user mobility is the raison d'etre of mobile cellular networks. However, mounting pressure for more capacity is leading to adaption of multi-band multi-RAT ultra-dense network design, particularly with the ...
Neuroimaging features of normal aging in healthy adults
(2020-07-30)
Neurodegenerative disorders, such as Alzheimer’s disease (AD), have an enormous impact on the quality of life in millions of aging adults and bring a daunting financial burden to the society. Towards understanding the ...
Developing and Applying CAD-generated Image Markers to Assist Disease Diagnosis and Prognosis Prediction
(2022-05-13)
Developing computer-aided detection and/or diagnosis (CAD) schemes has been an active research topic in medical imaging informatics (MII) with promising results in assisting clinicians in making better diagnostic and/or ...
Evaluation of transfemoral prosthesis performance control using artificial neural network controllers
(2021-05-14)
Transfemoral (Above-knee) amputation of the leg of an individual as a result of traumatic injury or due to complications arising out of diabetes or vascular disorders is a common occurrence worldwide. Following the surgical ...