Search results | J. Murrey Atkins Library

Title: A Recurrent Neural Network Based Patch Recommender for Linux Kernel Bugs
Author: Bableshwar, Anusha
Date Created: 2019
Subjects--Topical: Computer engineering
Description: Software bugs result in a variety of issues including system crashes, loss of system performance, incorrect output and security vulnerabilities. In this thesis, we explore the design of a patch recommender system for the Linux kernel. Software too...

Title: A SCALABLE LSTM BASED APPROACH FOR MULTI-PEDESTRIAN TRACKING IN SURVEILLANCE CAMERAS
Author: Kulkarni, Pratik
Date Created: 2019
Subjects--Topical: Computer engineering
Description: There has been an ever growing interest in leveraging state of the art deep learning techniques for tracking objects in video frames. Such works primarily focus on using appearance based models which prove not to be effective in modelling the beha...

Title: A SELECTIVE SENSOR FRAMEWORK USING SENSOR FUSION AND SENSOR MAPS TO ACHIEVE COMPLETE COVERAGE PLANNING OF A SEMI-AUTONOMOUS ROBOTIC VEHICLE
Author: CHANDRASEKARAN, BALASUBRAMANIYAN
Date Created: 2017
Subjects--Topical: Electrical engineering, Computer engineering, Robotics
Description: Autonomous vehicles are increasingly used in many applications, such as elderly care, medical care, military, schools, and space exploration. In this research, we introduce the use of a framework for achieving the autonomy in a vehicle and describ...

Title: A navigation system for low-cost autonomous all-terrain-vehicles
Author: Mhapankar, Shantanu
Date Created: 2019
Subjects--Topical: Electrical engineering, Automobiles--Design and construction, Computer engineering
Description: In the last decade, there has been significant research work in the field of autonomous on-road vehicle, but, research in automating off-road vehicles has been largely untouched. The main aim of this thesis was to propose a robust framework for an...

Title: AN EFFICIENT DESIGN SPACE EXPLORATION FRAMEWORK TO OPTIMIZE POWER-EFFICIENT HETEROGENEOUS MANY-CORE MULTI-THREADING EMBEDDED PROCESSOR ARCHITECTURES
Author: Datta, Kushal
Date Created: 2011
Subjects--Topical: Electrical engineering, Computer engineering
Description: By the middle of this decade, uniprocessor architecture performance had hit a roadblock due to a combination of factors, such as excessive power dissipation due to high operating frequencies, growing memory access latencies, diminishing returns on...

Title: ASSESSING THE IMPACT OF SCHOOL BUS TRAFFIC USING MODELING SOFTWARE AND AUTOMATED TRAFFIC SIGNAL PERFORMANCE MEASURES
Author: Dumitru, Andrei
Date Created: 2019
Subjects--Topical: Computer science, Transportation, Computer engineering
Description: Some of the least studied vehicle types in the urban and suburban traffic environment are school buses. Their dynamic deficiencies, as well as the two additional rules that govern their functionality versus other vehicles (no right-turn-on-red and...

Title: Abstract visualization of large-scale time-varying data
Author: Yu, Li
Date Created: 2012
Subjects--Topical: Computer science, Computer engineering
Description: The explosion of large-scale time-varying datasets has created critical challenges for scientists to study and digest. One core problem for visualization is to develop effective approaches that can be used to study various data features and tempor...

Title: Advancing Highway Safety: Embedded-Edge AI for Real-Time Applications
Author: Katariya, Vinit Amrutlal
Date Created: 2023
Subjects--Topical: Electrical engineering, Computer engineering, Transportation
Description: This dissertation presents the systematic design and development of datasets, algorithms, and an AI pipeline specifically curated for real-time trajectory prediction and anomaly detection in highway environments. These innovations are meticulously...

Title: Algorithmic Optimization of First Convolution Layer in CNNs for Hardware Accelerator Design
Author: Chamarthi, Ramachandra Vikas
Date Created: 2019
Subjects--Topical: Electrical engineering, Computer engineering
Description: This thesis proposes "1D Convolution replacement layer ", a novel optimization for first convolution layer in CNN. This optimization enables edge friendly streaming accelerator design with a minimum drop in accuracy. This optimization reduces the ...

Title: An Integrative Algorithm/Architecture Co-Design Of Deep Spatial and Temporal Separable Convolutional Neural Networks
Author: Baharani, Mohammadreza
Date Created: 2021
Subjects--Topical: Computer engineering
Description: In this dissertation, I present my researches on the co-design of algorithms and architectures for deep spatial and temporal separable convolutional neural networks and their applications. As a first step, I will present Deep RACE as an applicatio...

Title: Analysis and Enhancement of Resource-hungry Applications
Author: HUANG, SIQI
Date Created: 2022
Subjects--Topical: Computer engineering, Electrical engineering
Description: Resource-hungry applications play a very important role in people's daily lives, such as real-time video streaming applications and mobile augmented reality applications. However, there are several challenges to satisfy the user Quality-of-Experie...

Title: Assured Information Sharing for Ad-hoc Collaboration
Author: Jin, Jing
Date Created: 2009
Subjects--Topical: Computer engineering, Information technology
Description: Collaborative information sharing tends to be highly dynamic and often ad hoc among organizations. The dynamic natures and sharing patterns in ad-hoc collaboration impose a need for a comprehensive and flexible approach to reflecting and coping wi...

Title: Autonomous Control of an All-terrain Vehicle using Embedded Systems and Artificial Intelligence Techniques
Author: Erian, Karim
Date Created: 2022
Subjects--Topical: Computer engineering, Artificial intelligence, Automobiles--Design and construction
Description: The need for autonomous vehicles that do not operate on highways and can move off-road is increasing. While there have been significant advancements in autonomous passenger vehicles in the last couple of years, autonomous off-road vehicles have no...

Title: Autonomous Malware Deception and Orchestration
Author: Sajid, Md Sajidul Islam
Date Created: 2023
Subjects--Topical: Computer science, Computer engineering
Description: Traditional approaches to cyber defense lack the agility to effectively counter stealthy and undetectable attacks, placing defenders at a disadvantage. In response to this imbalance, Active Cyber Deception (ACD) has emerged as a promising solution...

Title: Best Practices for Building Hardware Designs for Living Computational Science Applications
Author: Pottathuparambil, Robin
Date Created: 2013
Subjects--Topical: Electrical engineering, Computer engineering
Description: Scientific computing or Computational science, is a field of study where engineers and scientists use computer simulations to solve equations that model the physical world. In some cases, these equations come from the first principles of physics. ...

Title: COMPUTATIONAL INVERSE MECHANICS OF A HIGHLY COMMINUTED TIBIA FRACTURE
Author: Shadid, Waseem
Date Created: 2014
Subjects--Topical: Electrical engineering, Computer engineering, Biomedical engineering
Description: This dissertation presents a new computational system that seeks to estimate the inverse mechanics of a bone fracture from 3D CT images. One image provides a model of an unbroken bone and a second records a fractured example of the same bone after...

Title: Cache-Aware Implementation of Compressed Sensing Reconstruction using Walsh-Hadamard Transform on a Multicore Architecture
Author: Ramgopal, Aneesh
Date Created: 2014
Subjects--Topical: Electrical engineering, Computer engineering
Description: The recent development of the compressed sensing (CS) theory has given rise to several algorithms being proposed for signal acquisition and reconstruction. Implementing these algorithms are computationally demanding and pose several challenges for...

Title: Characterizing Latencies of Edge Video Streaming
Author: Balhaj, Mohamed
Date Created: 2017
Subjects--Topical: Computer engineering
Description: The use of video streaming has been growing rapidly in the recent years and has beenutilized in various applications. Many of these applications are latency sensitive, butthe latency requirements varies largely from one application to another. The...

Title: Cognitive Spectrum Access for D2D Communications in Emerging Networks
Author: Liu, Xingya
Date Created: 2017
Subjects--Topical: Computer engineering
Description: Device to device (D2D) Communication is essential in emerging networks, such as Internet of things (IoT). Cognitive radio (CR)-enabled device is a promising technology to address D2D Communications. However, existing work on CR networks suffers fr...

Title: DEVELOPMENT AND EVALUATION OF RSSI-BASED LOCALIZATION SCHEMES FOR WIRELESS SENSOR NETWORKS TO MITIGATE SHADOWING EFFECTS
Author: CHUKU, NDUBUEZE
Date Created: 2020
Subjects--Topical: Electrical engineering, Engineering, Computer engineering
Description: Received radio frequency (RF) signal strength provides a cost-effective mechanism for distance estimation that is popularly used for range-based localization in wireless sensor networks (WSN). The typical method of determining sensor location usin...