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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Yuxiao Hou Jiajue Ou Yuanqing Zheng Mo Li |
| Copyright Year | 2015 |
| Description | Author affiliation: Dept. of Comput., Hong Kong Polytech. Univ., Hong Kong, China (Yuanqing Zheng) || Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, Singapore (Yuxiao Hou; Jiajue Ou; Mo Li) |
| Abstract | Estimating the number of RFID tags is a fundamental operation in RFID systems and has recently attracted wide attentions. Despite the subtleties in their designs, previous methods estimate the tag cardinality from the slot measurements, which distinguish idle and busy slots and based on that derive the cardinality following some probability models. In order to fundamentally improve the counting efficiency, in this paper we introduce PLACE, a physical layer based cardinality estimator. We show that it is possible to extract more information and infer integer states from the same slots in RFID communications. We propose a joint estimator that optimally combines multiple sub-estimators, each of which independently counts the number of tags with different inferred PHY states. Extensive experiments based on the GNURadio/USRP platform and the large-scale simulations demonstrate that PLACE achieves approximately 3~4× performance improvement over state-of-the-art cardinality estimation approaches. |
| Starting Page | 1957 |
| Ending Page | 1965 |
| File Size | 3429660 |
| Page Count | 9 |
| File Format | |
| ISBN | 9781479983810 |
| DOI | 10.1109/INFOCOM.2015.7218579 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2015-04-26 |
| Publisher Place | Hong Kong |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Estimation Accuracy Radiofrequency identification Physical layer Noise Computers Clustering algorithms |
| Content Type | Text |
| Resource Type | Article |
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