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Towards Reliable Multimodal Sensing in Aware Environments (2001)
| Citations: | 17 - 2 self |
BibTeX
@MISC{Stillman01towardsreliable,
author = {Scott Stillman and Irfan Essa},
title = {Towards Reliable Multimodal Sensing in Aware Environments},
year = {2001}
}
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Abstract
A prototype system for implementing a reliable sensor network for large scale smart environments is presented. Most applications within any form of smart environments (rooms, o#ces, homes, etc.) are dependent on reliable who, where, when, and what information of its inhabitants (users). This information can be inferred from di#erent sensors spread throughout the space. However, isolated sensing technologies provide limited information under the varying, dynamic, and long-term scenarios (24/7), that are inherent in applications for intelligent environments. In this paper, we present a prototype system that provides an infrastructure for leveraging the strengths of di#erent sensors and processes used for the interpretation of their collective data. We describe the needs of such systems, propose an architecture to deal with such multi-modal fusion, and discuss the initial set of sensors and processes used to address such needs.
