DocumentCode
715549
Title
A first look at vehicle data collection via smartphone sensors
Author
Reininger, Michael ; Miller, Seth ; Yanyan Zhuang ; Cappos, Justin
Author_Institution
Polytech., Sch. of Eng., NYU, New York, NY, USA
fYear
2015
fDate
13-15 April 2015
Firstpage
1
Lastpage
6
Abstract
Smartphones serve as a technical interface to the outside world. These devices have embedded, on-board sensors (such as accelerometers, WiFi, and GPSes) that can provide valuable information for investigating users´ needs and behavioral patterns. Similarly, computers that are embedded in vehicles are capable of collecting valuable sensor data that can be accessed by smartphones through the use of On-Board Diagnostics (OBD) sensors. This paper describes a prototype of a mobile computing platform that provides access to vehicles´ sensors by using smartphones and tablets, without compromising these devices´ security. Data such as speed, engine RPM, fuel consumption, GPS locations, etc. are collected from moving vehicles by using a WiFi On-Board Diagnostics (OBD) sensor, and then backhauled to a remote server for both real-time and offline analysis. We describe the design and implementation details of our platform, for which we developed a library for in-vehicle sensor access and created a non-relational database for scalable backend data storage. We propose that our data collection and visualization tools are useful for analyzing driving behaviors; we also discuss future applications, security, and privacy concerns specific to vehicular networks.
Keywords
on-board communications; smart phones; vehicles; wireless LAN; WiFi on-board diagnostics sensor; data collection; mobile computing platform; moving vehicles; offline analysis; real-time analysis; smartphone sensors; tablets; vehicle data collection; visualization tools; Data collection; IEEE 802.11 Standards; Prototypes; Security; Sensors; Servers; Vehicles; Smartphone sensors; data visualization and analysis; vehicular networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Sensors Applications Symposium (SAS), 2015 IEEE
Conference_Location
Zadar
Type
conf
DOI
10.1109/SAS.2015.7133607
Filename
7133607
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