Data
In an increasingly digital world, data collection is growing at a rapid pace. Fulton Schools faculty and student researchers are devising innovative approaches and tools that will help us better process, analyze, use, manage and access data. New computational tools, algorithms and data analysis techniques, including hardware and software approaches, machine learning, data analytics, data-driven decision-making and more will help advance scientific discoveries and collaborations across multiple fields where data use and capture is ubiquitous.
The Trolley Tracker
In response to the issues surrounding the accuracy of the Tempe Streetcar’s estimated time of arrival (ETA), this project seeks to enhance the streetcar’s reliability for Arizona State University students and faculty. The streetcar, which runs along ASU’s campus and Downtown Tempe, is critical for students, staff, and faculty who rely on it to reach…
The HeadCount: Autonomous Systems, Sensing and Data Processing, Search and Rescue
The HeadCount project aims to develop a robust and user-friendly system that can provide real-time estimates of the number of people in a given area. Our team developed a GUI capable of processing both pre-set and live images and video, and used a Raspberry Pi with a thermal sensor and regular camera sensor to help…
Amazon DeepRacer
The Amazon DeepRacer project demonstrates the capability of reinforcement learning as a method to develop an autonomous driving system. The objective of the project was to design, train, and evaluate a reinforcement learning model capable of successfully navigating the DeepRacer vehicle around the track in the shortest time possible. Our team used the DeepRacer console…
Airborne Autonomous Wi-Fi Detection System
Wi-Fi is ubiquitous and secure Wi-Fi environments are necessary to prevent a wide range of potential harms to both the organizations who maintain a space and the people within that space. This project consists of the development of an autonomous, flexible and low cost system to detect all Wi-Fi access points within an area and…