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Title: | Efficient physical-layer unknown tag identification in large-scale RFID systems | Authors: | Zhu, F Xiao, B Liu, J Chen, LJ |
Issue Date: | Jan-2017 | Source: | IEEE transactions on communications, Jan. 2017, v. 65, no. 1, p. 283-295 | Abstract: | Radio frequency identification (RFID) is an automatic identification technology that brings a revolutionary change to quickly identify tagged objects from the collected tag IDs. Considering the misplaced and newly added tags, fast identifying such unknown tags is of paramount importance, especially in large-scale RFID systems. Existing solutions can either identify all unknown tags with low time-efficiency, or identify most unknown tags quickly by sacrificing the identification accuracy. Unlike existing work, this paper proposes a protocol that utilizes physical layer (PHY) information to identify the intact unknown tag set with high efficiency. We exploit the physical signals in collision slots to separate unknown tags from known tags, a new technique to speed up the ID collection. Such new technique was verified in an RFID prototype system using the USRP-based reader and WISP tags. We also evaluated our protocol to show the efficiency of leveraging PHY signals to successfully get all unknown tag IDs without wasted known tag ID transmission. Simulation results show that our protocols outperform prior unknown tag identification protocols. For example, given 1000 unknown tags and 10 000 known tags, our best protocol has 56.8% less time to the state-of-the-art protocol when collecting all unknown tag IDs. | Keywords: | Physical layer RFID system Time efficiency Unknown tag identification |
Publisher: | Institute of Electrical and Electronics Engineers | Journal: | IEEE transactions on communications | ISSN: | 0090-6778 | EISSN: | 1558-0857 | DOI: | 10.1109/TCOMM.2016.2625252 | Rights: | ©2016 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 F. Zhu, B. Xiao, J. Liu and L. -j. Chen, "Efficient Physical-Layer Unknown Tag Identification in Large-scale RFID Systems," in IEEE Transactions on Communications, vol. 65, no. 1, pp. 283-295, Jan. 2017 is available at https://doi.org/10.1109/TCOMM.2016.2625252. |
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Xiao_Efficient_Physical-Layer_Unknown.pdf | Pre-Published version | 2.63 MB | Adobe PDF | View/Open |
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