DMCA
Radio tomographic imaging for ambient assisted living
| Venue: | in Evaluating AAL Systems Through Competitive Benchmarking, ser. Communications in Computer and Information |
| Citations: | 14 - 11 self |
BibTeX
@INPROCEEDINGS{Bocca_radiotomographic,
author = {Maurizio Bocca and Ossi Kaltiokallio and Neal Patwari},
title = {Radio tomographic imaging for ambient assisted living},
booktitle = {in Evaluating AAL Systems Through Competitive Benchmarking, ser. Communications in Computer and Information},
year = {},
pages = {108--130},
publisher = {Springer}
}
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Abstract
Abstract. Accurate localization of people in indoor and domestic en-vironments is one of the key requirements for ambient assisted living (AAL) systems. This chapter describes how the received signal strength (RSS) measurements collected by a network of static radio transceivers can be used to localize people without requiring them to wear or carry any radio device. We describe a technique named radio tomographic imaging (RTI), which produces real-time images of the change in the radio propagation field of the monitored area caused by the presence of people. People’s locations are inferred from the estimated RTI images. We show results from a long-term deployment in a typical single floor, one bedroom apartment. In order to deal with the dynamic nature of the domestic environment, we introduce methods to make the RTI system self-calibrating. Experimental results show that the average localization error of the system is 0.23 m. Moreover, the system is capable of adapt-ing to the changes in the indoor environment, achieving high localization accuracy over an extended period of time.
Keyphrases
radio tomographic imaging radio device monitored area received signal strength accurate localization long-term deployment typical single floor domestic en-vironments radio propagation field extended period high localization accuracy people location average localization error bedroom apartment domestic environment static radio transceivers rti image real-time image key requirement indoor environment rti system self-calibrating experimental result dynamic nature
