Data collection scheme for two-tier vehicular sensor networks

Authors:
Junghoon Lee;Mikyung Kang
Affiliations:
Dept. of Computer Science and Statistics, Jeju National University, Jeju Do, Republic of Korea;University of Southern California, Information Sciences Institute, VA
Venue:
WASA'10 Proceedings of the 5th international conference on Wireless algorithms, systems, and applications
Year:
2010

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Abstract

This paper proposes a data collection scheme for the twotier vehicle sensor network, which is comprised of high-speed WLANs surrounded by the ubiquitous cellular network, aiming at improving the accuracy and speed of event detection out of bunch of sensor data. Each vehicle reports periodically summary data including its location, timestamp, and alarm data via the cellular network, while it sends whole set, entering the WLAN range. For event detection, the information server locates the vehicles whose data must be further investigated according to the legacy spatio-temporal query or the trajectory comparison method. The WLAN can give precedence to the vehicle which might have the important data by operating two different frequencies. We are currently refining this framework and planning to test in Jeju area.