Design, implementation, and evaluation of EnviroMic: A storage-centric audio sensor network

Liqian Luo, Qing Cao, Chengdu Huang, Lili Wang, Tarek F. Abdelzaher, John A. Stankovic, Michael Ward

Research output: Contribution to journalArticle

Abstract

This article presents the design, implementation, and evaluation of EnviroMic, a low-cost experimental prototype of a novel distributed acoustic monitoring, storage, and trace retrieval system designed for disconnected operation. Our intended use of acoustic monitoring is to study animal populations in the wild. Since a permanent connection to the outside world is not assumed and due to the relatively large size of audio traces, the system must optimally exploit available resources such as energy and network storage capacity. Towards that end, we design, prototype, and evaluate distributed algorithms for coordinating acoustic recording tasks, reducing redundancy of data stored by nearby sensors, filtering out silence, and balancing storage utilization in the network. For experimentation purposes, we implement EnviroMic on a TinyOS-based platform and systematically evaluate its performance through both indoor testbed experiments and an outdoor deployment. Results demonstrate up to a four-fold improvement in effective storage capacity of the network compared to uncoordinated recording.

Original languageEnglish (US)
Pages (from-to)1-35
Number of pages35
JournalACM Transactions on Sensor Networks
Volume5
Issue number3
DOIs
StatePublished - May 1 2009

Keywords

  • Acoustics
  • Applications
  • Distributed storage
  • Group management
  • Sensor networks

ASJC Scopus subject areas

  • Computer Networks and Communications

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