Abstract
Many object localization applications need the relative locations of a set of objects as oppose to their absolute locations. Although many schemes for object localization using Radio Frequency Identification (RFID) tags have been proposed, they mostly focus on absolute object localization and are not suitable for relative object localization because of large error margins and the special hardware that they require. In this paper, we propose an approach called Spatial-Temporal Phase Profiling (STPP) to RFID based relative object localization. The basic idea of STPP is that by moving a reader over a set of tags during which the reader continuously interrogating the tags, for each tag, the reader obtains a sequence of RF phase values, which we call a phase profile, from the tag's responses over time. By analyzing the spatial-temporal dynamics in the phase profiles, STPP can calculate the spatial ordering among the tags. In comparison with prior absolute object localization schemes, STPP requires neither dedicated infrastructure nor special hardware. We implemented STPP and evaluated its performance in two real-world applications: locating misplaced books in a library and determining baggage order in an airport. The experimental results show that STPP achieves about 84% ordering accuracy for misplaced books and 95% ordering accuracy for baggage handling. © 2015 by The USENIX Association. All Rights Reserved.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2015 |
| Publisher | USENIX Association |
| Pages | 251-263 |
| ISBN (Print) | 9781931971218 |
| Publication status | Published - 2015 |
| Externally published | Yes |
| Event | 12th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2015 - Oakland, United States Duration: 4 May 2015 → 6 May 2015 |
Publication series
| Name | Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2015 |
|---|
Conference
| Conference | 12th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2015 |
|---|---|
| Place | United States |
| City | Oakland |
| Period | 4/05/15 → 6/05/15 |
Bibliographical note
Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].Funding
This work is supported in part by the NSFC under grant numbers 61190110, 61171067, 61361166009, 61402338, 61472184, 61321491, 61272546, the NSFC Distinguished Young Scholars Program under Grant number 61125202, the Jiangsu Future Internet Program under Grant Number BY2013095-4-08, and the Jiangsu High-level Innovation and Entrepreneurship (Shuangchuang) Program.
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