Lucid dreaming: Reliable analog event detection for energy-constrained applications

Sasha Jevtic*, Mathew Kotowsky, Robert P. Dick, Peter A Dinda, Charles Dowding

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

24 Scopus citations

Abstract

Existing sensor network architectures are based on the assumption that data will be polled. Therefore, they are not adequate for long-term battery-powered use in applications that must sense or react to events that occur at unpredictable times. In response, and motivated by a structural autonomous crack monitoring (ACM) application from civil engineering that requires bursts of high resolution sampling in response to aperiodic vibrations in buildings and bridges, we have designed, implemented, and evaluated lucid dreaming, a hardware - software technique to dramatically decrease sensor node power consumption in this and other event-driven sensing applications. This work makes the following main contributions: (1) we have identified the key mismatches between existing, polling-based, sensor network architectures and event-driven applications; (2) we have proposed a hardware - software technique to permit the power-efficient use of sensor networks in event-driven applications; (3) we have analytically characterized the situations in which the proposed technique is appropriate; and (4) we have designed, implemented, and tested a hardware-software solution for standard Crossbow motes that embodies the proposed technique. In the building and bridge structural integrity monitoring application, the proposed technique achieves 1/245 the power consumption of existing sensor network architectures, thereby dramatically increasing battery lifespan or permitting operation based on energy scavenging. We believe that the proposed technique will yield similar benefits in a wide range of applications. Printed circuit board specification files permitting reproduction of the current implementation are available for free use in research and education.

Original languageEnglish (US)
Title of host publicationIPSN 2007
Subtitle of host publicationProceedings of the Sixth International Symposium on Information Processing in Sensor Networks
Pages350-359
Number of pages10
DOIs
StatePublished - 2007
EventIPSN 2007: 6th International Symposium on Information Processing in Sensor Networks - Cambridge, MA, United States
Duration: Apr 25 2007Apr 27 2007

Publication series

NameIPSN 2007: Proceedings of the Sixth International Symposium on Information Processing in Sensor Networks

Other

OtherIPSN 2007: 6th International Symposium on Information Processing in Sensor Networks
CountryUnited States
CityCambridge, MA
Period4/25/074/27/07

Keywords

  • Event detection
  • Power consumption
  • Sensing
  • Sensor networks

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Signal Processing
  • Electrical and Electronic Engineering

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