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KeyStub: A Passive RFID-based Keypad Interface Using Resonant Stubs

Published: 12 January 2024 Publication History

Abstract

The proliferation of the Internet of Things is calling for new modalities that enable human interaction with smart objects. Recent research has explored RFID tags as passive sensors to detect finger touch. However, existing approaches either rely on custom-built RFID readers or are limited to pre-trained finger-swiping gestures. In this paper, we introduce KeyStub, which can discriminate multiple discrete keystrokes on an RFID tag. KeyStub interfaces with commodity RFID ICs with multiple microwave-band resonant stubs as keys. Each stub's geometry is designed to create a predefined impedance mismatch to the RFID IC upon a keystroke, which in turn translates into a known amplitude and phase shift, remotely detectable by an RFID reader. KeyStub combines two ICs' signals through a single common-mode antenna and performs differential detection to evade the need for calibration and ensure reliability in heavy multi-path environments. Our experiments using a commercial-off-the-shelf RFID reader and ICs show that up to 8 buttons can be detected and decoded with accuracy greater than 95%. KeyStub points towards a novel way of using resonant stubs to augment RF antenna structures, thus enabling new passive wireless interaction modalities.

References

[1]
Katsuaki Aga, Hiroo Tarao, and Shiro Urushihara. Calculation of human body resistance at power frequency using anatomic numerical human model. Energy Procedía, 89:401--407, 2016. CoE on Sustainable Energy System (Thai-Japan), Faculty of Engineering, Rajamangala University of Technology Thanyaburi (RMUTT), Thailand.
[2]
Nivedita Arora, Ali Mirzazadeh, Injoo Moon, Charles Ramey, Yuhui Zhao, Daniela C. Rodriguez, Gregory D. Abowd, and Thad Starner. Mars: Nano-power battery-free wireless interfaces for touch, swipe and speech input. In The 34th Annual ACM Symposium on User Interface Software and Technology, UIST '21, page 1305--1325, New York, NY, USA, 2021. Association for Computing Machinery.
[3]
Rachel Bainbridge and Joseph Paradiso. Wireless hand gesture capture through wearable passive tag sensing. pages 200 - 204, 06 2011.
[4]
Constantine A. Balanis. Modern Antenna Handbook. Wiley-Interscience, USA, 2008.
[5]
Michael Buettner and David Wetherall. A" gen 2" rfid monitor based on the usrp. ACM SIGCOMM Computer Communication Review, 40(3):41--47, 2010.
[6]
Alex Butler, Shahram Izadi, and Steve Hodges. Sidesight: Multi-"touch" interaction around small devices. UIST '08, page 201--204, New York, NY, USA, 2008. Association for Computing Machinery.
[7]
Kang Cheng, Ning Ye, Reza Malekian, and Ruchuan Wang. In-air gesture interaction: Real time hand posture recognition using passive rfid tags. IEEE access, 7:94460--94472, 2019.
[8]
Namjun Cho, Jerald Yoo, Seong-Jun Song, Jeabin Lee, Seonghyun Jeon, and Hoi-Jun Yoo. The human body characteristics as a signal transmission medium for intrabody communication. IEEE Transactions on Microwave Theory and Techniques, 55(5):1080--1086, 2007.
[9]
Tatsuo Itoh Christophe Caloz. Electromagnetic Metamaterials: Transmission Line Theory and Microwave Applications. Wiley-Interscience, USA, 2005.
[10]
Wen Duan, Shaowei Liao, Xiu Yin Zhang, Yuan Chun Li, and Quan Xue. Multi-port patch antennas for flexible power combining and feeding choice. IEEE Access, 6:79094--79104, 2018.
[11]
Chao Feng, Jie Xiong, Liqiong Chang, Fuwei Wang, Ju Wang, and Dingyi Fang. Rf-identity: Non-intrusive person identification based on commodity rfid devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 5(1), mar 2021.
[12]
geeksforgeeks. Confusion matrix in machine learning, 2021.
[13]
GlobeNewswire. Global rfid market is expected to reach $31.5 billion by 2031: Allied market research, 2023.
[14]
Xiaonan Guo, Jian Liu, Cong Shi, Hongbo Liu, Yingying Chen, and Mooi Choo Chuah. Device-free personalized fitness assistant using wii. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2(4), dec 2018.
[15]
Chris Harrison and Scott E. Hudson. Scratch input: Creating large, inexpensive, unpowered and mobile finger input surfaces. In Proceedings of the 21st Annual ACM Symposium on User Interface Software and Technology, UIST '08, page 205--208, New York, NY, USA, 2008. Association for Computing Machinery.
[16]
David Holman, Nicholas Fellion, and Roel Vertegaal. Sensing touch using resistive graphs. In Proceedings of the 2014 Conference on Designing Interactive Systems, DIS '14, page 195--198, New York, NY, USA, 2014. Association for Computing Machinery.
[17]
Joel Hruska. The internet of things has officially hit peak stupid, courtesy of this smart toaster, 2017.
[18]
Joel Hruska. The internet of things has officially hit peak stupid, courtesy of this smart toaster, 2017.
[19]
IBM. Ibm research progresses field of human-computer interaction (hci), 2020.
[20]
Impinj. Application note - low level user data support, 2021.
[21]
Vikram Iyer, Justin Chan, and Shyamnath Gollakota. 3d printing wireless connected objects. ACM Trans. Graph., 36(6), November 2017.
[22]
Haojian Jin, Jingxian Wang, Zhijian Yang, Swarun Kumar, and Jason Hong. Wish: Towards a wireless shape-aware world using passive rfids. In Proceedings of the 16th Annual International Conference on Mobile Systems, Applications, and Services, MobiSys '18, page 428--441, New York, NY, USA, 2018. Association for Computing Machinery.
[23]
N. Jonassen. Human body capacitance: static or dynamic concept? [esd]. In Electrical Overstress/ Electrostatic Discharge Symposium Proceedings. 1998 (Cat. No.98TH8347), pages 111--117, 1998.
[24]
Keiko Katsuragawa, Ju Wang, Ziyang Shan, Ningshan Ouyang, Omid Abari, and Daniel Vogel. Tip-tap: Battery-free discrete 2d fingertip input. In Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology, UIST '19, page 1045--1057, New York, NY, USA, 2019. Association for Computing Machinery.
[25]
Rushil Khurana, Karan Ahuja, Zac Yu, Jennifer Mankoff, Chris Harrison, and Mayank Goel. Gymcam: Detecting, recognizing and tracking simultaneous exercises in unconstrained scenes. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2(4), dec 2018.
[26]
David Kim, Otmar Hilliges, Shahram Izadi, Alex D. Butler, Jiawen Chen, Iason Oikonomidis, and Patrick Olivier. Digits: Freehand 3D Interactions Anywhere Using a Wrist-Worn Gloveless Sensor, page 167--176. Association for Computing Machinery, New York, NY, USA, 2012.
[27]
Wang Lan and Yu Jianguo. A novel uhf-rid tag using a planar inverted-f antenna mountable on the metallic objects. In 2018 IEEE International Conference on Computer and Communication Engineering Technology (CCET), pages 146--149, 2018.
[28]
Gierad Laput, Eric Brockmeyer, Scott E. Hudson, and Chris Harrison. Acoustruments: Passive, acoustically-driven, interactive controls for handheld devices. CHI '15, page 2161--2170, New York, NY, USA, 2015. Association for Computing Machinery.
[29]
Hanchuan Li, Eric Brockmeyer, Elizabeth J. Carter, Josh Fromm, Scott E. Hudson, Shwetak N. Patel, and Alanson Sample. 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, CHI '16, page 5885--5896, New York, NY, USA, 2016. Association for Computing Machinery.
[30]
Hanchuan Li, Can Ye, and Alanson P. Sample. Idsense: A human object interaction detection system based on passive uhf rid. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, CHI '15, page 2555--2564, New York, NY, USA, 2015. Association for Computing Machinery.
[31]
Yuancan Lin, Lei Xie, Chuyu Wang, Yanling Bu, and Sanglu Lu. Dropmonitor: Millimeter-level sensing for rfid-based infusion drip rate monitoring. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 5(2), jun 2021.
[32]
muRata. Magicstrap® technical data sheet, 2012.
[33]
Minh-Tan Nguyen, Hua-Ming Chen, Vi-Fang Lin, and Chien-Hung Chen. An i-c shaped via-patch antenna with high directivity and wideband for rfid tag mounted on metallic surface. In 2021 International Applied Computational Electromagnetics Society Symposium (ACES), pages 1--4, 2021.
[34]
Makoto Ono, Buntarou Shizuki, and Jiro Tanaka. Touch & activate: Adding interactivity to existing objects using active acoustic sensing. UIST '13, page 31--40, New York, NY, USA, 2013. Association for Computing Machinery.
[35]
Dumtoochukwu O et al. Oyeka. Effect of skin dielectric properties on the read range of epidermal ultra-high frequency radio-frequency identification tags. 4(3):78--81, April 2017.
[36]
Philips. Smart light switches for smarter homes, 2022.
[37]
Hossein Pirayesh, Pedram Kheirkhah Sangdeh, and Huacheng Zeng. Coexistence of wi-i and iot communications in wlans. IEEE Internet of Things Journal, 7(8):7495--7505, 2020.
[38]
David M. Pozar. Microwave Engineering, 4th Edition. Wiley, 2011.
[39]
Swadhin Pradhan, Eugene Chai, Karthikeyan Sundaresan, Lili Qiu, Mohammad A. Khojastepour, and Sampath Rangarajan. Rio: A pervasive rfid-based touch gesture interface. In Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, MobiCom '17, page 261--274, New York, NY, USA, 2017. Association for Computing Machinery.
[40]
K.V.S. Rao, P.V. Nikitin, and S.F. Lam. Impedance matching concepts in rfid transponder design. In Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID'05), pages 39--42, 2005.
[41]
Reportlinker. Global radio frequency identification (rfid) technology industry, 2020.
[42]
RunLessWire. Go wireless and battery free, 2022.
[43]
Stratasys. Abs-m30, 2021.
[44]
Stratasys. Professional 3d printing made easy, 2021.
[45]
Li Sun, Souvik Sen, Dimitrios Koutsonikolas, and Kyu-Han Kim. Widraw: Enabling hands-free drawing in the air on commodity wifi devices. MobiCom '15, page 77--89, New York, NY, USA, 2015. Association for Computing Machinery.
[46]
Wei Sun, Yuwen Chen, Yanjun Chen, Xiaopeng Zhang, Simon Zhan, Yixin Li, Jiecheng Wu, Teng Han, Haipeng Mi, Jingxian Wang, Feng Tian, and Xing-Dong Yang. Microfluid: A multi-chip rfid tag for interaction sensing based on microfluidic switches. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 6(3), sep 2022.
[47]
Chuyu Wang, Jian Liu, Yingying Chen, Hongbo Liu, Lei Xie, Wei Wang, Bingbing He, and Sanglu Lu. Multi-touch in the air: Device-free finger tracking and gesture recognition via cots rfid. In IEEE INFOCOM 2018-IEEE conference on computer communications, pages 1691--1699. IEEE, 2018.
[48]
Chuyu Wang, Lei Xie, Wei Wang, Yingying Chen, Yanling Bu, and Sanglu Lu. Rf-ecg: Heart rate variability assessment based on cots rfid tag array. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2(2), jul 2018.
[49]
Jingxian Wang, Junbo Zhang, Rajarshi Saha, Haojian Jin, and Swarun Kumar. Pushing the range limits of commercial passive RFIDs. In 16th USENIX Symposium on Networked Systems Design and Implementation (NSDI 19), pages 301--316, Boston, MA, February 2019. USENIX Association.
[50]
Ju Wang, Liqiong Chang, Omid Abari, and Srinivasan Keshav. Are rfid sensing systems ready for the real world? MobiSys '19, page 366--377, New York, NY, USA, 2019. Association for Computing Machinery.
[51]
Ju Wang, Jianyan Li, Mohammad Hossein Mazaheri, Keiko Katsuragawa, Daniel Vogel, and Omid Abari. Sensing finger input using an rfid transmission line. In Proceedings of the 18th Conference on Embedded Networked Sensor Systems, SenSys '20, page 531--543, New York, NY, USA, 2020. Association for Computing Machinery.
[52]
Jue Wang and Dina Katabi. Dude, where's my card? rfid positioning that works with multipath and non-line of sight. SIGCOMM Comput. Commun. Rev., 43(4):51--62, aug 2013.
[53]
Jue Wang, Deepak Vasisht, and Dina Katabi. Rf-idraw: Virtual touch screen in the air using rf signals. In Proceedings of the 2014 ACM Conference on SIGCOMM, SIGCOMM '14, page 235--246, New York, NY, USA, 2014. Association for Computing Machinery.
[54]
Teng Wei and Xinyu Zhang. 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 (MobiCom), 2016.
[55]
Mark Weiser. The computer for the 21 st century. Scientific american, 265(3):94--105, 1991.
[56]
Qingsong Wen, Zhengzhi Ma, and Liang Sun. On robust variance filtering and change of variance detection. In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 3012--3016, 2020.
[57]
Lei Yang, Yekui Chen, Xiang-Yang Li, Chaowei Xiao, Mo Li, and Yunhao Liu. 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, MobiCom '14, page 237--248, New York, NY, USA, 2014. Association for Computing Machinery.
[58]
Yanni Yang, Jiannong Cao, and Xiulong Liu. Er-rhythm: Coupling exercise and respiration rhythm using lightweight cots rfid. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 3(4), sep 2020.
[59]
Chen Yihong and Feng Quanyuan. A collision avoidance identification algorithm for mobile rfid device. IEEE Transactions on Consumer Electronics, 65(4):493--501, 2019.
[60]
Shichao Yue, Hao He, Hao Wang, Hariharan Rahul, and Dina Katabi. Extracting multi-person respiration from entangled rf signals. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2(2), jul 2018.
[61]
Sangki Yun, Yi-Chao Chen, and Lili Qiu. Turning a mobile device into a mouse in the air. In Proceedings of the 13th Annual International Conference on Mobile Systems, Applications, and Services, MobiSys '15, page 15--29, New York, NY, USA, 2015. Association for Computing Machinery.
[62]
Shigeng Zhang, Chengwei Yang, Xiaoyan Kui, Jianxin Wang, Xuan Liu, and Song Guo. Reactor: Real-time and accurate contactless gesture recognition with rfid. In 2019 16th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), pages 1--9. IEEE, 2019.
[63]
Yang Zhang and Chris Harrison. Tomo: Wearable, low-cost electrical impedance tomography for hand gesture recognition. In Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, UIST '15, page 167--173, New York, NY, USA, 2015. Association for Computing Machinery.
[64]
Yang Zhang, Gierad Laput, and Chris Harrison. Electrick: Low-cost touch sensing using electric field tomography. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, CHI '17, page 1--14, New York, NY, USA, 2017. Association for Computing Machinery.
[65]
Shilin Zhu and Yilong Li. 2dr: Towards fine-grained 2-d rfid touch sensing, 2018.
[66]
Yongpan Zou, Jiang Xiao, Jinsong Han, Kaishun Wu, Yun Li, and Lionel M. Ni. Grfid: A device-free rfid-based gesture recognition system. IEEE Transactions on Mobile Computing, 16(2):381--393, 2017.

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  1. KeyStub: A Passive RFID-based Keypad Interface Using Resonant Stubs

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    cover image Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies  Volume 7, Issue 4
    December 2023
    1613 pages
    EISSN:2474-9567
    DOI:10.1145/3640795
    Issue’s Table of Contents
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    Publication History

    Published: 12 January 2024
    Published in IMWUT Volume 7, Issue 4

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    Author Tags

    1. Battery-free
    2. RFID
    3. back-scatter
    4. constellation diagram
    5. passive
    6. push button
    7. stubs

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