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http://hdl.handle.net/10397/105647
Title: | PHY assisted tree-based RFID identification | Authors: | Hou, Y Zheng, Y |
Issue Date: | 2017 | Source: | IEEE INFOCOM 2017 - IEEE Conference on Computer Communications, May 1-4, 2017, Atlanta, GA, USA, 8056984 | Abstract: | Tree-based RFID identification adopts a binary-tree structure to collect IDs of an unknown set. Tag IDs locate at the leaf nodes and the reader queries through intermediate tree nodes and converges to these IDs using feedbacks from tag responses. Existing works cannot function well under random ID distribution as they ignore the distribution information hidden in the physical-layer signal of colliding tags. Different from them, we introduce PHY-Tree, a novel tree-based scheme that collects two types of distribution information from every encountered colliding signal. First, we detect if all colliding tags send the same bit content at each bit index by looking into inherent temporal features of the tag modulation schemes. If such resonant states are detected, either left or right branch of a certain subtree can be trimmed horizontally. Second, we estimate the number of colliding tags in a slot by computing a related metric defined over the signal's constellation map, based on which nodes in the same layers of a certain subtree can be skipped vertically. Evaluations from both experiments and simulations demonstrate that PHY-Tree outperforms state-of-the-art schemes by at least 1.79×. | Publisher: | Institute of Electrical and Electronics Engineers | ISBN: | 978-1-5090-5336-0 (Electronic) 978-1-5090-5337-7 (Print on Demand(PoD)) |
DOI: | 10.1109/INFOCOM.2017.8056984 | Rights: | ©2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The following publication Y. Hou and Y. Zheng, "PHY assisted tree-based RFID identification," IEEE INFOCOM 2017 - IEEE Conference on Computer Communications, Atlanta, GA, USA, 2017, pp. 1-9 is available at https://doi.org/10.1109/INFOCOM.2017.8056984. |
Appears in Collections: | Conference Paper |
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Hou_Phy_Assisted_Tree-Based.pdf | Pre-Published version | 2.54 MB | Adobe PDF | View/Open |
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