Abstract
Due to the distributed and resource constrained nature of wireless sensor networks, their design proves to be difficult. We present a resource management framework, which integrates a data-centric lightweight operating system with a publish/subscribe middleware. In this framework, the main system abstraction is data for both local and networked processing. The resultant system software is extended with a quality-aware adaptation mechanism, which configures system timeliness according to the actual application requirements. A feedback-based control mechanism is used to iteratively tune the resultant data granularity in order to fit user requirements. Our design is evaluated by simulations and the concepts were also implemented in our sensor network testbed.
This work was funded by STW under the Featherlight Project number TES-6388.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Akyildiz, I.F., Su, W., Sankarasubramaniam, Y., Cayirci, E.: Wireless sensor networks: A survey. Computer Networks 38, 393–422 (2002)
Bonnet, P., Gehrke, J., Seshadri, P.: Querying the physical world. IEEE Personal Communications (October 2000)
Chen, D., Varshney, P.K.: Qos support in wireless sensor networks: A survey. In: Proc. of the 2004 Int. Conf. on Wireless Networks (ICWN 2004) (June 2004)
Deering, S., Estrin, D.L., Farinacci, D., Jacobson, V., Liu, C.-G., Wei, L.: The PIM architecture for wide-area multicast routing. IEEE/ACM Trans. Netw. 4(2), 153–162 (1996)
Dulman, S.: Data-centric architecture for wireless sensor networks. PhD thesis, Centre for Telematics and Information Technology, Univ. of Twente, The Netherlands (October 2005)
Heinzelman, W.B., Murphy, A.L., Carvalho, H.S., Perillo, M.A.: Middleware to support sensor network applications. IEEE Network Magazine 18(1), 6–14 (2004)
Hill, J., Szewczyk, R., Woo, A., Hollar, S., Culler, D., Pister, K.: System architecture directions for networked sensors. In: Proc. of the 9th international conference on Architectural support for programming languages and operating systems, Cambridge, Massachusetts, United States, pp. 93–104 (2000)
Hofmeijer, T., Dulman, S., Jansen, P.G., Havinga, P.J.M.: AmbientRT - real time system software support for data centric sensor networks. In: 2nd Int. Conf. on Intelligent Sensors, Sensor Networks and Information Processing, Melbourne, Australia, December 2004, pp. 61–66. IEEE Computer Society Press, Los Alamitos (2004)
Hwang, I., Han, Q., Misra, A.: MASTAQ: A Middleware Architecture for Sensor Applications with Statistical Quality Constraints. In: The First Int. Workshop on Sensor Networks and Systems for Pervasive Computing (PerSeNS 2005), Kauai Island, Hawaii, USA (March 2005)
Jansen, P.G., Mullender, S.J., Havinga, P.J.M., Scholten, J.: Lightweight EDF scheduling with deadline inheritance. Technical report TR-CTIT-03-23, Centre for Telematics and Information Technology, Univ. of Twente, The Netherlands (May 2003)
Omnet++ discrete event simulator, http://www.omnetpp.org
Purhonen, A., Tuulari, E.: Ambient intelligence and the development of embedded system software, pp. 51–67. Kluwer Academic Publishers, Norwell, MA, USA (2003)
Shen, C.-C., Srisathapornphat, C., Jaikaeo, C.: Sensor information networking architecture and applications. IEEE Personal Communications Magazine 8(4), 52–59 (2001)
van Hoesel, L., Havinga, P.: A lightweight medium access protocol (LMAC) for wireless sensor networks: Reducing preamble transmissions and transceiver state switches. In: Proc. of 1st Int. Workshop on Networked Sensing Systems (2004)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Gémesi, R., Meratnia, N., Havinga, P. (2006). Quality-Aware Resource Management for Wireless Sensor Networks. In: Anderson, J.H., Prencipe, G., Wattenhofer, R. (eds) Principles of Distributed Systems. OPODIS 2005. Lecture Notes in Computer Science, vol 3974. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11795490_31
Download citation
DOI: https://doi.org/10.1007/11795490_31
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-36321-7
Online ISBN: 978-3-540-36322-4
eBook Packages: Computer ScienceComputer Science (R0)