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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Rolfe, B.F. Ekanayake, S.W. Pathirana, P.N. Palaniswami, M. |
| Copyright Year | 2007 |
| Description | Author affiliation: Deakin Univ., Waurn Ponds (Rolfe, B.F.; Ekanayake, S.W.; Pathirana, P.N.) |
| Abstract | Localization of RFIDs in the indoor environment will entail determining both the position and the orientation of the user. This paper develops estimator using RSSI measurements to predict the position and orientation of a transmitter in an indoor environment. The best estimator tried was an K-nearest neighbours model that gave an accuracy of approximately 83% for position prediction and 93% for orientation prediction. It was also found that the RSSI values change throughout the day, meaning that an adaptive estimator is necessary for localization. |
| Starting Page | 311 |
| Ending Page | 316 |
| File Size | 292652 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781424415014 |
| DOI | 10.1109/ISSNIP.2007.4496862 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2007-12-03 |
| Publisher Place | Australia |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Radio frequency Costs Transmitters Indoor environments Electric variables measurement Ray tracing Position measurement Predictive models Radar tracking Building services |
| Content Type | Text |
| Resource Type | Article |
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