Browsing OU - Theses by Author "Cheng, Samuel"
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Accurate vehicle classification including motorcycles using piezoelectric sensors
Rajab, Samer (2012)State and federal departments of transportation are charged with classifying vehicles and monitoring mileage traveled. Accurate data reporting enables suitable roadway design for safety and capacity. Vehicle classifier ... -
AI BASED FAULT DIAGNOSIS IN EMERGING CELLULAR NETWORKS
Bothe, Shruti (2019-08)Mobile cellular network operators spend nearly a quarter of their revenue on network management and maintenance. A significant portion of that budget, is spent on resolving faults diagnosed in the system that degrade or ... -
Analysis of dynamics of road weather information system data
Habib, Mohamed Ali (2023-12)Road and Weather Information System consists of a network of roadside Environmental Sensor Stations (EES) collecting meteorological data. Equipped with a variety of sensors, these stations gather data including ambient ... -
Automatic Bone Structure Segmentation of Under-Sampled CT/FLT-PET Volumes for HSCT Patients
Carson, Brandon (2021-08-05)In this thesis I present a pipeline for the instance segmentation of vertebral bodies from joint CT/FLT-PET image volumes that have been purposefully under-sampled along the axial direction to limit radiation exposure to ... -
Characterization of 802.11ad Under Various Channel Conditions
Willis, Derrick (2020-12-18)The latest Wi-Fi standard, IEEE 802.11ad, offers the most open and uncongested radio spectrum for wireless communication on the market today. The standard’s capacity has maximum utility in locations with dense network ... -
Classifying Wi-Fi from Raw Power Measurements Using a Neural Network Adapted from WaveNet
Estes, Robert (2021-08-05)Research to identify coexisting wireless devices is becoming increasingly important, in part due to the yearly increase in internet users and wireless devices. Various machine learning algorithms, including neural networks, ... -
COMPARATIVE ANALYSIS OF SOFTWARE DEFINED NETWORKS (SDN) AND CONVENTIONAL NETWORKS USING ROUTING PROTOCOLS
Gopi, Deepthi (2017-05)Conventional routing protocols such as RIP, OSPF, EIGRP and BGP have a very rigid and intricate system thus narrowing the adaptability of networks to the ever changing Internet, the emergence of Software Defined Networking ... -
A Comparison of Machine Learning Gesture Recognition Techniques for Medication Adherence
Sullivan, Joseph (2020-04-27)Every year, many poor health outcomes are the result of patients missing their medication, as prescribed by their healthcare providers. Guidance and reminders to these patients would result in better health outcomes and ... -
COVERAGE ANALYSIS OF UNMANNED AERIAL VEHICLES BASED NETWORK
Qureshi, Haneya (2017)Unmanned Aerial Vehicle (UAV) based cellular deployment research has recently gained significant attention due to its ability to overcome certain limitations of both terrestrial and satellite networks. However, most studies ... -
COVERAGE ANALYSIS OF UNMANNED AERIAL VEHICLES BASED NETWORK
Qureshi, Haneya (2017)Unmanned Aerial Vehicle (UAV) based cellular deployment research has recently gained significant attention due to its ability to overcome certain limitations of both terrestrial and satellite networks. However, most studies ... -
Data Driven Network Design for Cloud Services Based on Historic Utilization
Butcher, David (2022-03-31)In recent years we have seen a shift from traditional networking in enterprises with Data Center centric architectures moving to cloud services. Companies are moving away from private networking technologies like MPLS as ... -
Data Driven Optimization of Inter-Frequency Mobility Parameters for Emerging Networks
Umar Bin Farooq, Muhammad (2021)Densification and multi-band operation means inter-frequency handovers can become a bottleneck for mobile user experience in emerging cellular networks. The challenge is aggravated by the fact that there does not exist a ... -
DeepWiN: Deep Graph Reinforcement Learning for User-Centric Radio Access Networks Automation
Shaukat, Maria (2023-12-15)The future cellular networks are expected to support an increasing number of users with heterogeneous applications, requiring varying network resources. Therefore, the 6G and beyond cellular networks need to be elastic, ... -
Effects of Preprocessing Techniques on Cough Based Machine Learning Diagnosis
Mahmood, Tahir (2021-05-25)COVID-19 pandemic outbreak has taken the world by storm in the 18 months and the ramifications are by no means curtailing. The need of the hour with COVID-19 and other pulmonary diseases is a quick online diagnosis by ... -
EMPIRICAL TRANSITION PROBABILITY INDEXING GENOME SEQUENCE ALIGNMENT BASED ON CUDA
Han, Dong (2016-05)After Deoxyribonucleic Acid (DNA) was discovered, finding the similarities in proteins became a fundamental procedure. In recent years, there has been a rapid development in alignment technologies. Alignment is the basic ... -
Evaluating the performance of methods for dual-function radar communications
Cole, Mikal (2022-12-16)Dual-Function Radar Communications (DFRC), where a radar and communications function is performed by the same antenna or array, has recently begun to be investigated as a means of alleviating or coping with spectrum ... -
HAND GESTURES FOR DRONE CONTROL USING DEEP LEARNING
Hadri, Soubhi (2018-12)Commercial drones, also known as unmanned aerial vehicles (UAVs), are rapidly becoming more prevalent and are used in many different applications, such as surveillance for sporting events, transportation for emergency ... -
THE IMPACT OF NUMBERS OF PHOTONS AND COHERENT STATES ON MEASUREMENT ERROR IN Y-00 USING ML-POVM
Talukder, Mitun (2016-12-08)In this thesis, a lower bound between non-orthogonal coherent states and mean photon number in quantum noise randomized stream cipher (Y-00) for a given measurement error probability is proposed and compared against other ... -
An Implementation of Real Time Testbed of Cognitive Switch for Multi-user FSOC Link
Chan, Samuel (2021-08)Free-space optical communication (FSOC) has been a popular alternative for radio frequency communication technology. Multiplicity and atmospheric turbulence are known to introduce fluctuations to FSOC link performance. ... -
Intraoperative Virtual Surgical Planning Through Medical Mixed Reality
Mukit, Mohammad Abdul (2021)The mission is to augment every surgery. Compared to a pilot flying a plane or even a regular google-map user on his way to work/home, surgeons today have their instruments clustered behind them hanging in the wall. The ...