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AirLab: consistency, fidelity and privacy in wireless measurements

Published: 22 January 2011 Publication History

Abstract

Accurate measurements of deployed wireless networks are vital for researchers to perform realistic evaluation of proposed systems. Unfortunately, the difficulty of performing detailed measurements limits the consistency in parameters and methodology of current datasets. Using different datasets, multiple research studies can arrive at conflicting conclusions about the performance of wireless systems. Correcting this situation requires consistent and comparable wireless traces collected from a variety of deployment environments. In this paper, we describe AirLab, a distributed wireless data collection infrastructure that uses uniformly instrumented measurement nodes at heterogeneous locations to collect consistent traces of both standardized and user-defined experiments. We identify four challenges in the AirLab platform, consistency, fidelity, privacy, security, and describe our approaches to address them.

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  • (2014)From MAP to DISTIEEE Transactions on Mobile Computing10.1109/TMC.2012.23713:1(216-229)Online publication date: 1-Jan-2014

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        Published In

        cover image ACM SIGCOMM Computer Communication Review
        ACM SIGCOMM Computer Communication Review  Volume 41, Issue 1
        January 2011
        132 pages
        ISSN:0146-4833
        DOI:10.1145/1925861
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        Association for Computing Machinery

        New York, NY, United States

        Publication History

        Published: 22 January 2011
        Published in SIGCOMM-CCR Volume 41, Issue 1

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        1. airlab
        2. wireless measurement

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        • (2014)From MAP to DISTIEEE Transactions on Mobile Computing10.1109/TMC.2012.23713:1(216-229)Online publication date: 1-Jan-2014

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