An analysis of a large scale habitat monitoring application

  • Authors:

  • Robert Szewczyk;Alan Mainwaring;Joseph Polastre;John Anderson;David Culler

  • Affiliations:

  • University of California - Berkeley, Berkeley, CA;Intel Research Berkeley, Berkeley, CA;University of California - Berkeley, Berkeley, CA;College of the Atlantic, Bar Harbor, ME;University of California - Berkeley, Berkeley, CA

  • Venue:
  • SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
  • Year:
  • 2004

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Abstract

Habitat and environmental monitoring is a driving application for wireless sensor networks. We present an analysis of data from a second generation sensor networks deployed during the summer and autumn of 2003. During a 4 month deployment, these networks, consisting of 150 devices, produced unique datasets for both systems and biological analysis. This paper focuses on nodal and network performance, with an emphasis on lifetime, reliability, and the the static and dynamic aspects of single and multi-hop networks. We compare the results collected to expectations set during the design phase: we were able to accurately predict lifetime of the single-hop network, but we underestimated the impact of multi-hop traffic overhearing and the nuances of power source selection. While initial packet loss data was commensurate with lab experiments, over the duration of the deployment, reliability of the backend infrastructure and the transit network had a dominant impact on overall network performance. Finally, we evaluate the physical design of the sensor node based on deployment experience and a post mortem analysis. The results shed light on a number of design issues from network deployment, through selection of power sources to optimizations of routing decisions.