This document provides a high level overview if the Sensor Web Enablement work of the Open Geospatial Consortium. This paper provides a high level architecture and includes descriptions of the OGC sensor interface and encoding standards that have been approved or are soon to be approved.
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Reed et al. (2007) studied this question.