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This application utilizes Connected Vehicle Technology (CVT) to streamline traffic processes by collecting data using DSRC and LTE, providing real-time updates to Android users for improved commuting in congested areas. Future plans include integrating with vehicles, IBM Bluemix, Apache Spark, and CloudantNoSQL database.
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Queue warning app in CVT Ryan DeWald BrendenRaulerson Mike Spires Jesse Kennedy
What is it? • Connected Vehicle Technology (CVT) • Queue warning application • Queue data collection process • We will be using DSRC and LTE • Real time updates with an android app
Business Applications • Advertising • FedEx and UPS • Emergency services • GPS systems • Insurance companies
Target Markets • Commercial • Logistics companies that can streamline processes • Residential • We can improve the efficiency in every day commuting • Downtown areas where traffic is congested and an alternate route is needed
Technologies • Android app (Java) • IBM Bluemix • Apache Spark • CloudantNoSQL database
Android App • Application will be used to collect speed and location data from users • Users will receive updates to their phone based on the queue detection algorithm • Future plan: • Interface with the car to take additional measurements • Access to features
Bluemix • The app will communicate to the Bluemix service (cloud-based) • CloudantNoSQL DB • Apache spark • Used to implement the machine learning algorithm • Will develop the algorithm in the future
Technological Roadmap • Prototype the infrastructure • Use a simple algorithm to detect queues • Run tests • Develop better machine learning algorithm • Increase capabilities of the app • Look at other information that can be captured
Queue Warning Applications Dr. MizanRahman Graduate Research Assistant