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Post-processing in wireless sensor networks: Benchmarking sensor trace files

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  • Martin C. Bor
  • Ioannis Chatzigiannakis
  • Stefan O. Dulman
  • Panagiotis Kikiras
  • Evangelos Theodoridis
  • Otto W. Visser
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Abstract

Wireless sensor network research usually focuses on the reliable and efficient collection of data. Here, we address the next step in the traces lifetime: we aim at investigating and evaluating, by qualitative and quantitative means, data repositories of already collected measurements. We propose the use of a set of new metrics, which enable reliable evaluation of algorithms using traces (both in average cases and "stressful" setups) removing the need for running algorithms in a real testbed, at least in the development stage.