Browsing by Thesis Department "Computer Networking and Communication Systems (UMKC)"
Now showing items 1-16 of 16
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Adaptive Data-driven Optimization using Transfer Learning for Resilient, Energy-efficient, Resource-aware, and Secure Network Slicing in 5G-Advanced and 6G Wireless Systems
(2022)5G–Advanced is the next step in the evolution of the fifth–generation (5G) technology. It will introduce a new level of expanded capabilities beyond connections and enables a broader range of advanced applications and use ... -
AI-based Edge Computing System for Event Based Analytics
(2021)In recent years, the Internet of Things (IoT) has received lots of attention due to its promising applications. Along with IoT evolution, we have witnessed advanced research for edge computing and its potential benefits ... -
Building a reliable and secure management framework for software-defined networks
(2021)The Software-Defined Networking (SDN) technologies promise to enhance the performance and cost of managing both wired and wireless network infrastructures, functions, controls, and services (i.e., Internet of Things). ... -
Building trust in autonomous systems with an AI framework for privacy, safety, and reliability in data, software, and robotics
(2024)In this research, we propose an innovative framework designed to enhance privacy, safety, and reliability in data science, software development, and AI-empowered robotics, with a primary focus on building trust in autonomous ... -
Cooperative wireless relay networks and the impact of fade duration
(2020)In wireless communication networks, the Key Performance Indicator (KPI) parameters are mostly based on the average signal-to-noise ratio (SNR). Other parameters such as site selection during call initiation, handoff, relay ... -
Deep learning-based optimization of light field processing
(2023)As commonly acknowledged, light field technology offers a multi-dimensional extension for image processing by capturing both the intensity and direction of light rays, resulting in a more comprehensive representation of ... -
Design of Multi-modality Deep Fusion Architecture for Deep Acoustic Analytics
(2021)There is increasing attention for audio classification research to support various emerging applications, including environmental monitoring, health care, and smart city. Audio classification is an important area of research ... -
Developing and Utilizing Multivariate Stochastic Wireless Channel Models
(University of Missouri -- Kansas City, 2019)Developing accurate channel models is paramount in designing efficient mobile communication systems. The focus of this dissertation is to understand the small-scale fading characteristics, develop mathematical tools that ... -
Federated learning-based 3D pothole detection, evaluation, and routing for smart transportation
(2024)Bad road conditions can cause vehicle damage and create hazardous driving conditions. Auto damages caused by potholes can add up to thousands of dollars per vehicle. Besides, pothole resolution is one of the most expensive ... -
Machine Learning Methodologies for Beyond 5G and 6G Heterogeneous Networks: Prediction, Automation, and Performance Analysis
(2024)The rapid evolution of technologies has led to a profound shift, creating a complex landscape of heterogeneous networks that integrate cellular, smart sensors, IoT, edge computing devices, and security endpoints, enabling ... -
ML-CHIEFS: machine learning-based corneal-specular highlight imaging for enhancing facial recognition security
(2023)Machine learning (ML) has significantly improved facial recognition systems' (FRS) accuracy, robustness, and reliability, making them one of the most viable biometric identity verification solutions in various authentication ... -
Reliability management framework for softwarized networks
(2021)The Software-Defined Networking (SDN) technologies promise to enhance the performance, reliability, and cost of managing both wired and wireless network infrastructures, functions, controls, and services (i.e., Internet ... -
Resilience and survivability of 5G networks
(2020)5G is going to be the central force behind the Fourth Industrial Revolution. It is the next-generation wireless technology which is slated to provide a wide range of services. It is geared to provide greater capacity, ... -
Survivable and reliable design of cellular and vehicular networks for safety applications
(2021)The research work is divided into two focus areas namely: cellular networks and vehicular networks. The first part of the research work is in cellular networks. Cellular network design and operation must incorporate disaster ... -
Toward a Reliable Network Management Framework
(University of Missouri -- Kansas City, 2018)As our modern life is very much dependent on the Internet, measurement and management of network reliability is critical. Understanding the health of a network via outage and failure analysis is especially essential to ... -
Transforming Medical Image Segmentation with Enhanced U-Net Architectures and Adaptive Transfer Learning
(2023)Medical imaging has revolutionized healthcare by enabling accurate diagnosis, treatment planning, and monitoring of various diseases. Various modalities, such as computed tomography (CT), magnetic resonance imaging (MRI), ...