|Weinschrott, Harald; Dürr, Frank; Rothermel, Kurt: StreamShaper: Coordination Algorithms for Participatory Mobile Urban Sensing.
In: Proceedings of the 7th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS'10).
University of Stuttgart : Collaborative Research Center SFB 627 (Nexus: World Models for Mobile Context-Based Systems).
pp. 1-10, english.
San Francisco, CA, USA: IEEE, November 8, 2010.
Article in Proceedings (Conference Paper).
|C.2 (Computer-Communication Networks)
In this paper we introduce mechanisms for automated mapping of urban areas that provide a virtual sensor abstraction to the applications. We envision a participatory system that exploits widely available devices as mobile phones to cooperatively read environmental conditions as air quality or noise pollution, and map these measurements to stationary virtual sensors. We propose spatial and temporal coverage metrics for measuring the quality of acquired sensor data that reflect the conditions of urban areas and the uncontrolled movement of nodes. To achieve quality requirements and efficiency in terms of energy consumption, this paper presents two algorithms for coordinating sensing. The first is based on a central control instance, which assigns sensing tasks to mobile nodes based on movement predictions. The second algorithm is based on coordination of mobile nodes in an ad-hoc network. By extensive simulations, we show that these algorithms achieve a high quality of readings, which is about 95% of the maximum possible. Moreover, the algorithms achieve a very high energy efficiency allowing for drastic savings compared to uncoordinated sensing.
|Full text and
|PDF (187626 Bytes)
Project website www.ComNSense.de
|This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE (contact firstname.lastname@example.org). By choosing to view this document, you agree to all provisions of the copyright laws protecting it.
|University of Stuttgart, Institute of Parallel and Distributed Systems, Distributed Systems
|SFB-627, B3 (University of Stuttgart, Institute of Parallel and Distributed Systems, Distributed Systems)
|July 16, 2010