Document Type

Technical Report

Department

Computer Science and Engineering

Publication Date

2010

Filename

WUCSE-2010-32.pdf

DOI:

10.7936/K7B27SJC

Technical Report Number

WUCSE-2010-32

Abstract

Home area networks (HANs) consisting of wireless sensors have emerged as the enabling technology for important applications such as smart energy and assisted living. A key challenge faced by HANs is maintaining reliable operation in real-world residential environments. This paper presents two in-depth empirical studies on the wireless channels in real homes. The spectrum study analyzes the spectrum usage in the 2.4 GHz band where wireless sensor networks based on the IEEE 802.15.4 standard must coexist with existing wireless devices. We characterize the ambient wireless environment in six apartments through passive spectrum analysis across the entire 2.4 GHz band over seven days in each of the apartments. Notably, we find that the wireless conditions in these residential environments can be much more complex and varied than in a typical office environment. Moreover, while 802.11 signals play a significant role in spectrum usage, there also exist non-negligible noise from non-802.11 devices. The multi-channel link study measures the reliability of different 802.15.4 channels through active probing with motes. We discover that there is not always a persistently reliable channel over 24 hours; that reliability is strongly correlated across adjacent channels; and that link reliability does not exhibit cyclic behavior at daily or weekly timescales. Nevertheless, reliability can be maintained through a small number of channel hops per day, suggesting channel diversity as a key tool for designing robust HANs in residential environments. Our empirical studies provide important guidelines and insights for robust wireless sensor network design in residential environments.

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Permanent URL: http://dx.doi.org/10.7936/K7B27SJC

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