Thomas R. Nabelek
- summary
- I am an Embedded Software and Systems Engineer currently making satellites do cool things at Advanced Solutions, Inc.
- research publications
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M.S. thesis: "Fractal Analysis of Seafloor Textures for Target Detection in Synthetic Aperture Sonar Imagery", May 2018
paper: "Possibilistic Fuzzy Local Information C-Means for Sonar Image Segmentation", accepted to IEEE SSCI 2017 conference
poster: "Using GPUs to Accelerate the Solving of Electromagnetic Field Problems", August 2015
poster: "A Software Framework for Graph Generation and Analysis", April 2014
google scholar profile - side projects
- Arduino Prototype to Manufacturable PCB: An LED Multiplexer
This was a project I did to teach myself the electronic and software design steps to take an idea from Arduino-based breadboard prototype to manufacturable consumer device. I documented the project so that others might replicate it. - school projects
- SCADA simulator: A simulator of a Supervisory Control And Data Acquisition system incorporating periodic and realtime processing, TCP socket network communication, client-server model, multithreading, task and thread cooperation and synchronization, intertask pipe communication, kernel modules, hardware and software service interrupts, and more.
- Architectural robotics project: a bedroom environment that would help a child to develop a sense of time progression throughout the day and associate various times of the day with certain activities, and to help a child fall asleep and wake in a soothing manner. This project involved the use Arduino devices, sensors and actuators, and 3D printing.
- Architectural robotics project: an automatic medicine dispenser capable of being setup remotely by a pharmacist, dispensing the correct medication at the correct time, alerting the user when a medication is available, and alerting a caretaker if the dispensed medication is not removed from the system after a set period of time. This project involved the use of sensors and actuators, 3D modeling and printing, and development on a Raspberry Pi device and Arduino devices. A provisional patent application was filed on this device.
- Computational intelligence project: Implementation of the backpropagation algorithm on a complex neural network.
- Computational intelligence project: Implementation of a fuzzy decision tree with the purpose of helping a consumer determine if a given car is a good purchase.
- Computational intelligence project: An evolutionary algorithm optimizing the position of random points to all lie on a circle.
- Computational intelligence project: Experimentation with an implementation of the Hopfield network – a recurrent artificial neural network that uses multiple-loop feedback to function as a content-addressable associative memory system – to test its resiliency in recovering stored memories.
- see curriculum vitae for others
