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mReader: Concurrent UHF RFID Tag Reading

Published:16 October 2023Publication History

ABSTRACT

UHF RFID tags have been widely used for contactless inventory and tracking applications. One fundamental problem with RFID readers is their limited tag reading rate. Existing RFID readers (e.g., Impinj Speedway) can read about 35 tags per second in a read zone, which is far from enough for many applications. In this paper, we present the first-of-its-kind RFID reader (mReader), which borrows the idea of multi-user MIMO (MU-MIMO) from cellular networks to enable concurrent multi-tag reading in passive RFID systems. mReader is equipped with multiple antennas for implicit beamforming in downlink transmissions. It is enabled by three key techniques: uplink collision recovery, transition-based channel estimation, and zero-overhead channel calibration. In addition, mReader employs a Q-value adaptation algorithm for medium access control to maximize its tag reading rate. We have built a prototype of mReader on USRP X310 and demonstrated for the first time that a two-antenna reader can read two commercial off-the-shelf (COTS) tags simultaneously. Numerical results further show that mReader can improve the tag reading rate by 45% compared to existing RFID readers.

References

  1. Zhenlin An, Qiongzheng Lin, Lei Yang, and Wei Lou. 2019. Embracing Tag Collisions: Acquiring Bloom Filters across RFIDs in Physical Layer. In Proceedings of IEEE Conference on Computer Communications. 1531--1539.Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Christoph Angerer, Robert Langwieser, and Markus Rupp. 2010. RFID reader receivers for physical layer collision recovery. IEEE Transactions on Communications 58, 12 (2010), 3526--3537.Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. Mohammed Benbaghdad, Belkacem Fergani, and Smail Tedjini. 2016. Toward a new PHY layer scheme for decoding tags collision signal in UHF RFID system. IEEE Communications Letters 20, 11 (2016), 2233--2236.Google ScholarGoogle ScholarCross RefCross Ref
  4. Aggelos Bletsas, John Kimionis, Antonis G Dimitriou, and George N Karystinos. 2012. Single-antenna coherent detection of collided FM0 RFID signals. IEEE Transactions on Communications 60, 3 (2012), 756--766.Google ScholarGoogle ScholarCross RefCross Ref
  5. Carlos Bocanegra, Mohammad A Khojastepour, Mustafa Y Arslan, Eugene Chai, Sampath Rangarajan, and Kaushik R Chowdhury. 2020. RFGo: a seamless self-checkout system for apparel stores using RFID. In Proceedings of the 26th Annual International Conference on Mobile Computing and Networking. 1--14.Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. Min Chen, Wen Luo, Zhen Mo, Shigang Chen, and Yuguang Fang. 2013. An efficient tag search protocol in large-scale RFID systems. In Proceedings of IEEE Conference on Computer Communications. IEEE, 899--907.Google ScholarGoogle ScholarCross RefCross Ref
  7. Shaoyuan Chen, Shan Zhong, Siyi Yang, and Xiaodong Wang. 2016. A multi-antenna RFID reader with blind adaptive beamforming. IEEE Internet of Things Journal 3, 6 (2016), 986--996.Google ScholarGoogle ScholarCross RefCross Ref
  8. Hanjun Duan, Haifeng Wu, and Yu Zeng. 2015. Channel estimation for recovery of UHF RFID tag collision on physical layer. In 2015 International Conference on Computer, Information and Telecommunication Systems (CITS). IEEE, 1--5.Google ScholarGoogle ScholarCross RefCross Ref
  9. Karsten Fyhn, Rasmus M Jacobsen, Petar Popovski, Anna Scaglione, and Torben Larsen. 2011. Multipacket reception of passive UHF RFID tags: A communication theoretic approach. IEEE Transactions on Signal Processing 59, 9 (2011), 4225--4237.Google ScholarGoogle ScholarDigital LibraryDigital Library
  10. EPC Global. 2008. EPC radio-frequency identity protocols class-1 generation-2 UHF RFID protocol for communications at 860 MHz-960 MHz. Version 1, 0 (2008), 23.Google ScholarGoogle Scholar
  11. Impinj. 2021. Impinj reader specifications table. Available at: www.shorturl.at/bhzSV [accessed 2021-10-01].Google ScholarGoogle Scholar
  12. Chengkun Jiang, Yuan He, Xiaolong Zheng, and Yunhao Liu. 2018. Orientation-aware RFID tracking with centimeter-level accuracy. In 17th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN). IEEE, 290--301.Google ScholarGoogle ScholarDigital LibraryDigital Library
  13. Jelena Kaitovic, Michal Šimko, Robert Langwieser, and Markus Rupp. 2012. Channel estimation in tag collision scenarios. In 2012 IEEE International Conference on RFID (RFID). IEEE, 74--80.Google ScholarGoogle ScholarCross RefCross Ref
  14. Nikos Kargas, Fanis Mavromatis, and Aggelos Bletsas. 2015. Fully-coherent reader with commodity SDR for Gen2 FM0 and computational RFID. IEEE Wireless Communications Letters 4, 6 (2015), 617--620.Google ScholarGoogle ScholarCross RefCross Ref
  15. Manikanta Kotaru, Pengyu Zhang, and Sachin Katti. 2017. Localizing low-power backscatter tags using commodity WiFi. In Proceedings of the 13th International Conference on emerging Networking Experiments and Technologies. 251--262.Google ScholarGoogle ScholarDigital LibraryDigital Library
  16. Qiongzheng Lin, Lei Yang, Chunhui Duan, and Zhenlin An. 2019. Tash: Toward selective reading as hash primitives for Gen2 RFIDs. IEEE/ACM Transactions on Networking 27, 2 (2019), 819--834.Google ScholarGoogle ScholarDigital LibraryDigital Library
  17. Xiulong Liu, Sheng Chen, Jia Liu, Wenyu Qu, Fengjun Xiao, Alex X Liu, Jiannong Cao, and Jiangchuan Liu. 2020. Fast and accurate detection of unknown tags for RFID systems-hash collisions are desirable. IEEE/ACM Transactions on Networking 28, 1 (2020), 126--139.Google ScholarGoogle ScholarDigital LibraryDigital Library
  18. Yunfei Ma, Xiaonan Hui, and Edwin C Kan. 2016. 3D real-time indoor localization via broadband nonlinear backscatter in passive devices with centimeter precision. In Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking. 216--229.Google ScholarGoogle ScholarDigital LibraryDigital Library
  19. Hamed Salah, Hazem A Ahmed, Joerg Robert, and Albert Heuberger. 2017. Multi-antenna UHF RFID reader utilizing stimulated rate tolerance. IEEE Journal of Radio Frequency Identification 1, 2 (2017), 124--134.Google ScholarGoogle ScholarCross RefCross Ref
  20. Konstantinos Skyvalakis and Aggelos Bletsas. 2021. Asynchronous Reception of 2 RFID Tags. IEEE Transactions on Communications (2021).Google ScholarGoogle ScholarCross RefCross Ref
  21. Statista. 2021. RFID technology market revenue worldwide from 2014 to 2025 by application. Available at: www.shorturl.at/jswM6 [accessed 2021-10-01].Google ScholarGoogle Scholar
  22. Deepak Vasisht, Guo Zhang, Omid Abari, Hsiao-Ming Lu, Jacob Flanz, and Dina Katabi. 2018. In-body backscatter communication and localization. In Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication. 132--146.Google ScholarGoogle ScholarDigital LibraryDigital Library
  23. Ge Wang, Shouqian Shi, Huazhe Wang, Yi Liu, Chen Qian, Cong Zhao, Wei Xi, Han Ding, Zhiping Jiang, and Jizhong Zhao. 2022. Concurrent rate-adaptive reading with passive RFIDs. IEEE Internet of Things Journal 10, 1 (2022), 499--511.Google ScholarGoogle ScholarCross RefCross Ref
  24. Jue Wang, Deepak Vasisht, and Dina Katabi. 2014. RF-IDraw: Virtual touch screen in the air using RF signals. ACM SIGCOMM Computer Communication Review 44, 4 (2014), 235--246.Google ScholarGoogle ScholarDigital LibraryDigital Library
  25. Ju Wang, Jie Xiong, Hongbo Jiang, Xiaojiang Chen, and Dingyi Fang. 2017. D-watch: Embracing "bad" multipaths for device-free localization with cots RFID devices. IEEE/ACM Transactions on Networking 25, 6 (2017), 3559--3572.Google ScholarGoogle ScholarDigital LibraryDigital Library
  26. Hao Wei, Dongming Wang, Huiling Zhu, Jiangzhou Wang, Shaohui Sun, and Xiaohu You. 2015. Mutual coupling calibration for multiuser massive MIMO systems. IEEE Transactions on Wireless Communications 15, 1 (2015), 606--619.Google ScholarGoogle ScholarDigital LibraryDigital Library
  27. Teng Wei and Xinyu Zhang. 2016. Gyro in the air: tracking 3D orientation of batteryless internet-of-things. In Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking. 55--68.Google ScholarGoogle ScholarDigital LibraryDigital Library
  28. Sanika K Wijayasekara, Suvit Nakpeerayuth, Robithoh Annur, Warakorn Srichavengsup, Kumbesan Sandrasegaran, H-Y Hsieh, and Lunchakorn Wuttisittikulkij. 2018. A collision resolution algorithm for RFID using modified dynamic tree with Bayesian tag estimation. IEEE Communications Letters 22, 11 (2018), 2238--2241.Google ScholarGoogle ScholarCross RefCross Ref
  29. Haifeng Wu, Xiaogang Wu, Yi Li, and Yu Zeng. 2021. Collision Resolution With FM0 Signal Separation for Short-Range Random Multi-Access Wireless Network. IEEE Transactions on Signal and Information Processing over Networks 7 (2021), 438--450.Google ScholarGoogle ScholarCross RefCross Ref
  30. Lei Yang, Qiongzheng Lin, Chunhui Duan, and Zhenlin An. 2017. Analog on-tag hashing: Towards selective reading as hash primitives in Gen2 RFID systems. In Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking. 301--314.Google ScholarGoogle ScholarDigital LibraryDigital Library
  31. Jihong Yu, Wei Gong, Jiangchuan Liu, and Lin Chen. 2018. Fast and reliable tag search in large-scale RFID systems: A probabilistic tree-based approach. In Proceedings of IEEE Conference on Computer Communications. 1133--1141.Google ScholarGoogle ScholarDigital LibraryDigital Library
  32. Jihong Yu, Wei Gong, Jiangchuan Liu, Lin Chen, and Kehao Wang. 2018. On efficient tree-based tag search in large-scale RFID systems. IEEE/ACM Transactions on Networking 27, 1 (2018), 42--55.Google ScholarGoogle ScholarDigital LibraryDigital Library
  33. Yuanqing Zheng and Mo Li. 2012. Fast tag searching protocol for large-scale RFID systems. IEEE/ACM Transactions On Networking 21, 3 (2012), 924--934.Google ScholarGoogle ScholarDigital LibraryDigital Library

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        cover image ACM Conferences
        MobiHoc '23: Proceedings of the Twenty-fourth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing
        October 2023
        621 pages
        ISBN:9781450399265
        DOI:10.1145/3565287

        Copyright © 2023 ACM

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        Publication History

        • Published: 16 October 2023

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