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: 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: 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: Scalable Hardware Accelerator Design for FPGA Platforms
Author: Bharucha, Ushma
Date Created: 2020
Subjects--Topical: Computer engineering
Description: Deep Learning revolutionized the field of computer vision when convolutional neural networks (CNNs) solved complex computer vision problems with promising developments in the areas of research in artificial intelligence (AI). The progress in AI ha...

Title: EFFICIENT ATTENTION GUIDED GAN ARCHITECTURE FOR UNSUPERVISED DEPTH ESTIMATION
Author: Bhattacharyya, sumanta
Date Created: 2019
Subjects--Topical: Engineering, Computer engineering
Description: Single image depth estimation has always been a key interest in computer visioncommunity. Although depth estimation from a single monocular image still is anill-posed problem, stereo images are in rescue. Deep-learning based approaches todepth est...

Title: Efficient and Scalable Highway Asset Detection
Author: Bhojwani, Ekta
Date Created: 2021
Subjects--Topical: Computer science, Computer engineering, Artificial intelligence
Description: The roads and highways are a valuable asset for the state department of transportation. It takes massive investment and a huge amount of time to maintain the road assets condition. Therefore, it becomes important to automate the maintenance proces...

Title: Design and validation of a scalable digital wireless channel emulator using an FPGA computing cluster
Author: Buscemi, Anthony
Date Created: 2013
Subjects--Topical: Electrical engineering, Computer engineering
Description: A Digital Wireless Channel Emulator (DWCE) is a system that is capable of emulating the RF environment for a group of wireless devices. The use of digital wireless channel emulators with networking radios is hampered by the inability to efficientl...

Title: Effective Data Parallel Computing on Multicore Processors
Author: Byun, Jong-Ho
Date Created: 2010
Subjects--Topical: Computer science, Computer engineering
Description: The rise of chip multiprocessing or the integration of multiple general purpose processing cores on a single chip (multicores), has impacted all computing platforms including high performance, servers, desktops, mobile, and embedded processors. Pr...

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: 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...

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 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: 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: SYSTEM INTEGRATION OVER A CAN BUS FOR A SELF-CONTROLLED, LOW-COST AUTONOMOUS ALL-TERRAIN VEHICLE
Author: Erian, Karim
Date Created: 2019
Subjects--Topical: Automobiles--Design and construction, Computer engineering, Robotics
Description: This thesis presents research for making an All-terrain Vehicle (ATV) autonomous. The objective of this research is to have a standardized platform for autonomous ATV modules having the basic controllers integrated and working. This research inclu...

Title: SENSOR FUSION FRAMEWORK AND SIMULATION ON A TURTLEBOT ROBOTIC VEHICLE
Author: Gangadhar, Shruti
Date Created: 2017
Subjects--Topical: Electrical engineering, Computer engineering, Robotics
Description: Autonomous robots are being designed and used in a wide variety of environments and unforeseen ways. Intelligent interpretation of sensor data is the key factor in a robot’s decision making ability while operating in such environments. Current day...

Title: HARDWARE DESIGN OF MESSAGE PASSING ARCHITECTURE ON HETEROGENEOUS SYSTEM
Author: Gao, Shanyuan
Date Created: 2013
Subjects--Topical: Computer engineering
Description: Heterogeneous multi/many-core chips are commonly used in today's top tier supercomputers. Similar heterogeneous processing elements --- or, computation accelerators --- are commonly found in FPGA systems. Within both multi/many-core chips and FPGA...

Title: Software memory controller design: Issues and Challenges
Author: Gaur, Aditi
Date Created: 2015
Subjects--Topical: Computer engineering
Description: As the memory wall becomes an obstacle in the multi-core architecture, many hardware solutions have been proposed to utilize the available memory bandwidth more efficiently. One such implementation uses a B-tree based controller implemented in har...

Title: Distributed Messaging System for the IoT Edge
Author: George, Anjus
Date Created: 2020
Subjects--Topical: Electrical engineering, Computer science, Computer engineering
Description: Recent advances in Deep Learning have made possible distributed multi-camera IoT vision analytics targeted at a variety of surveillance applications involving automated real-time analysis of events from multiple video perspectives. However, the la...

Title: Functional Safety Model for E/E Component of an autonomous vehicle
Author: Gosavi, Mukul Anil
Date Created: 2018
Subjects--Topical: Automobiles--Design and construction, Computer engineering
Description: Currently there is extensive research and investment in safety technologies, such as Advanced Driver Assistance Systems (\gls{adas}) for enabling road vehicles to become intelligent and safer, thus making them detect and prevent possible accidents...