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TagController: A Universal Wireless and Battery-free Remote Controller using Passive RFID Tags

Published: 07 November 2017 Publication History

Abstract

Innovative Human Machine Interface technologies are fundamentally reshaping the way people live, entertain and work. Passive RFID tags, benefiting from its wireless, inexpensive and battery-free sensing ability, are gradually being applied in new-style interaction interfaces, ranging from virtual touch screen to 3D mouse. This paper presents TagController, a universal wireless and battery-free remote controller with two types of interactive actions. The key insight is that the fine-grained phase information extracted from RF signals is capable of perceiving various actions. TagController can recognize 10 actions without any training or prestored profiles by executing a sequence of functional components, i.e. preprocessor, action detector and action recognizer. We have implemented TagController with COTS RFID devices and conducted substantial experiments in different scenarios. The results demonstrate that TagController can achieve an average recognition accuracy of 95.8% and 94.3% in the scenarios of one and two remote controllers, respectively, which promises its feasibility and robustness.

References

[1]
Heba Abdelnasser, Moustafa Youssef, and Khaled A Harras. 2016. MagBoard: Magnetic-based Ubiquitous Homomorphic Off-the-shelf Keyboard. In Sensing, Communication, and Networking (SECON), 2016 13th Annual IEEE International Conference on. IEEE, 1--9.
[2]
Fadel Adib and Dina Katabi. 2013. See through walls with WiFi! Vol. 43. ACM.
[3]
Sandip Agrawal, Ionut Constandache, Shravan Gaonkar, Romit Roy Choudhury, Kevin Caves, and Frank DeRuyter. 2016. Using mobile phones to write in air. In Proceedings of the 9th international conference on Mobile systems, applications, and services. ACM, 15--28.
[4]
ALGLIB Project 2017. Cubic spline interpolation. ALGLIB Project. http://www.alglib.net/aboutus.php.
[5]
Kamran Ali, Alex X Liu, Wei Wang, and Muhammad Shahzad. 2015. Keystroke recognition using wifi signals. In Proceedings of the 21st Annual International Conference on Mobile Computing and Networking. ACM, 90--102.
[6]
Han Ding, Longfei Shangguan, Zheng Yang, Jinsong Han, Zimu Zhou, Panlong Yang, Wei Xi, and Jizhong Zhao. 2015. Femo: A platform for free-weight exercise monitoring with rfids. In Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems. ACM, 141--154.
[7]
Daniel M Dobkin. 2012. The rf in RFID: uhf RFID in practice. Newnes.
[8]
GS1 EPCglobal. 2013. UHF Class 1 Gen 2 Standard. http://www.gs1.org/sites/default/files/docs/uhfc1g2/uhfc1g2_2_0_0_standard_20131101.pdf
[9]
Impinj, Inc. 2013. Speedway revolution reader application note - low level user data support. Impinj, Inc. https://support.impinj.com/hc/en-us/articles/202755318-Application-Note-Low-Level-User-Data-Support.
[10]
Intel Corporation. 2017. RealSense. Intel Corporation. https://click.intel.com/realsense.html.
[11]
Leap Motion, Inc. 2017. Leap Motion. Leap Motion, Inc. https://www.leapmotion.com/.
[12]
Hanchuan Li, Eric Brockmeyer, Elizabeth J Carter, Josh Fromm, Scott E Hudson, Shwetak N Patel, and Alanson Sample. 2016. PaperID: A technique for drawing functional battery-free wireless interfaces on paper. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems. ACM, 5885--5896.
[13]
Hanchuan Li, Can Ye, and Alanson P Sample. 2015. IDSense: A human object interaction detection system based on passive UHF RFID. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems. ACM, 2555--2564.
[14]
Rong-Hao Liang, Han-Chih Kuo, and Bing-Yu Chen. 2016. GaussRFID: Reinventing physical toys using magnetic RFID development kits. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems. ACM, 4233--4237.
[15]
Qiongzheng Lin, Lei Yang, Yuxin Sun, Tianci Liu, Xiang-Yang Li, and Yunhao Liu. 2015. Beyond one-dollar mouse: A battery-free device for 3d human-computer interaction via rfid tags. In Computer Communications (INFOCOM), 2015 IEEE Conference on. IEEE, 1661--1669.
[16]
Tianci Liu, Lei Yang, Xiang-Yang Li, Huaiyi Huang, and Yunhao Liu. 2015. Tag-booth: Deep shopping data acquisition powered by rfid tags. In Computer Communications (INFOCOM), 2015 IEEE Conference on. IEEE, 1670--1678.
[17]
Wenguang Mao, Jian He, and Lili Qiu. 2016. CAT: high-precision acoustic motion tracking. In Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking. ACM, 69--81.
[18]
Microsoft Corporation. 2017. Xbox Kinect. Microsoft Corporation. http://www.xbox.com/en-US/xbox-one/accessories/kinect.
[19]
Pavel V Nikitin, Rene Martinez, Shashi Ramamurthy, Hunter Leland, Gary Spiess, and KVS Rao. 2010. Phase based spatial identification of UHF RFID tags. In RFID, 2010 IEEE International Conference on. IEEE, 102--109.
[20]
Kun Qian, Chenshu Wu, Zimu Zhou, Yue Zheng, Zheng Yang, and Yunhao Liu. 2017. Inferring motion direction using commodity wi-fi for interactive exergames. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems. ACM, 1961--1972.
[21]
Jun Rekimoto. 2002. SmartSkin: an infrastructure for freehand manipulation on interactive surfaces. In Proceedings of the SIGCHI conference on Human factors in computing systems. ACM, 113--120.
[22]
Wenjie Ruan, Lina Yao, Quan Z Sheng, Nickolas Falkner, Xue Li, and Tao Gu. 2015. Tagfall: Towards unobstructive fine-grained fall detection based on uhf passive rfid tags. In proceedings of the 12th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), 140--149.
[23]
Longfei Shangguan and Kyle Jamieson. 2016. Leveraging Electromagnetic Polarization in a Two-Antenna Whiteboard in the Air. In Proceedings of the 12th International on Conference on emerging Networking EXperiments and Technologies. ACM, 443--456.
[24]
Longfei Shangguan, Zimu Zhou, Xiaolong Zheng, Lei Yang, Yunhao Liu, and Jinsong Han. 2015. ShopMiner: Mining customer shopping behavior in physical clothing stores with COTS RFID devices. In Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems. ACM, 113--125.
[25]
Andrew Spielberg, Alanson Sample, Scott E Hudson, Jennifer Mankoff, and James McCann. 2016. RapID: A framework for fabricating low-latency interactive objects with RFID tags. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems. ACM, 5897--5908.
[26]
Jue Wang, Deepak Vasisht, and Dina Katabi. 2015. RF-IDraw: virtual touch screen in the air using RF signals. ACM SIGCOMM Computer Communication Review 44, 4 (2015), 235--246.
[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. ACM, 55--68.
[28]
Lei Yang, Yekui Chen, Xiang-Yang Li, Chaowei Xiao, Mo Li, and Yunhao Liu. 2014. Tagoram: Real-time tracking of mobile RFID tags to high precision using COTS devices. In Proceedings of the 20th annual international conference on Mobile computing and networking. ACM, 237--248.
[29]
Lina Yao, Quan Z Sheng, Wenjie Ruan, Tao Gu, Xue Li, Nick Falkner, and Zhi Yang. 2015. Rf-care: Device-free posture recognition for elderly people using a passive rfid tag array. In proceedings of the 12th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), 120--129.
[30]
Yongpan Zou, Jiang Xiao, Jinsong Han, Kaishun Wu, Yun Li, and Lionel M Ni. 2017. Grfid: A device-free rfid-based gesture recognition system. IEEE Transactions on Mobile Computing 16, 2 (2017), 381--393.

Cited By

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  • (2022)Room-Scale Hand Gesture Recognition Using Smart SpeakersProceedings of the 20th ACM Conference on Embedded Networked Sensor Systems10.1145/3560905.3568528(462-475)Online publication date: 6-Nov-2022
  • (2022)LASenseProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/35172536:1(1-27)Online publication date: 29-Mar-2022
  • (2021)RFmonitor: Monitoring smoking behavior of minors using COTS RFID devicesComputer Communications10.1016/j.comcom.2021.12.018Online publication date: Dec-2021
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  1. TagController: A Universal Wireless and Battery-free Remote Controller using Passive RFID Tags

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    cover image ACM Other conferences
    MobiQuitous 2017: Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services
    November 2017
    555 pages
    ISBN:9781450353687
    DOI:10.1145/3144457
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    New York, NY, United States

    Publication History

    Published: 07 November 2017

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    Author Tags

    1. Battery-free remote controller
    2. COTS RFID
    3. action recognition

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    • Research-article
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    • Refereed limited

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    MobiQuitous 2017
    MobiQuitous 2017: Computing, Networking and Services
    November 7 - 10, 2017
    VIC, Melbourne, Australia

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    Overall Acceptance Rate 26 of 87 submissions, 30%

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    Cited By

    View all
    • (2022)Room-Scale Hand Gesture Recognition Using Smart SpeakersProceedings of the 20th ACM Conference on Embedded Networked Sensor Systems10.1145/3560905.3568528(462-475)Online publication date: 6-Nov-2022
    • (2022)LASenseProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/35172536:1(1-27)Online publication date: 29-Mar-2022
    • (2021)RFmonitor: Monitoring smoking behavior of minors using COTS RFID devicesComputer Communications10.1016/j.comcom.2021.12.018Online publication date: Dec-2021
    • (2020)Battery-Free Game BoyProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/34118394:3(1-34)Online publication date: 4-Sep-2020
    • (2019)FitAssistProceedings of the 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services10.1145/3360774.3360817(328-337)Online publication date: 12-Nov-2019

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