queue warning app in cvt ryan dewald brenden raulerson mike spires jesse kennedy
DESCRIPTION
Business Applications Advertising FedEx and UPS Emergency services GPS systems Insurance companiesTRANSCRIPT
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QUEUE WARNING APP IN CVTRyan DeWaldBrenden RaulersonMike SpiresJesse Kennedy
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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
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Business Applications• Advertising• FedEx and UPS• Emergency services• GPS systems• Insurance companies
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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
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Technologies• Android app (Java)• IBM Bluemix
• Apache Spark• Cloudant NoSQL database
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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
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Bluemix• The app will communicate to the Bluemix service (cloud-based)
• Cloudant NoSQL DB• Apache spark
• Used to implement the machine learning algorithm
• Will develop the algorithm in the future
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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
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Queue Warning Applications
Dr. Mizan RahmanGraduate Research Assistant