Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/3384419.3430719acmconferencesArticle/Chapter ViewAbstractPublication PagessensysConference Proceedingsconference-collections
research-article

Aloba: rethinking ON-OFF keying modulation for ambient LoRa backscatter

Published: 16 November 2020 Publication History
  • Get Citation Alerts
  • Abstract

    Backscatter communication holds potential for ubiquitous and low-cost connectivity among low-power IoT devices. To avoid interference between the carrier signal and the backscatter signal, recent works propose a frequency-shifting technique to separate these two signals in the frequency domain. Such proposals, however, have to occupy the precious wireless spectrum that is already overcrowded, and increase the power, cost, and complexity of the backscatter tag. In this paper, we revisit the classic ON-OFF Keying (OOK) modulation and propose Aloba, a backscatter system that takes the ambient LoRa transmissions as the excitation and piggybacks the in-band OOK modulated signals over the LoRa transmissions. Our design enables the backsactter signal to work in the same frequency band of the carrier signal, meanwhile achieving good tradeoff between transmission range and link throughput. The key contributions of Aloba include: i) the design of a low-power backscatter tag that can pick up the ambient LoRa signals from other signals; ii) a novel decoding algorithm to demodulate both the carrier signal and the backscatter signal from their superposition. The design of Aloba completely unleashes the backscatter tag's ability in OOK modulation and achieves flexible data rate at different transmission range. We implement Aloba and conduct head-to-head comparison with the state-of-the-art LoRa backscatter system PLoRa in various settings. The experiment results show Aloba can achieve 39.5--199.4 Kbps data rate at various distances, 10.4--52.4X higher than PLoRa.

    References

    [1]
    Dinesh Bharadia, Kiran Raj Joshi, Manikanta Kotaru, and Sachin Katti. 2018. BackFi: High throughput WiFi backscatter. In Proceedings of ACM SIGCOMM, Budapest, Hungary, August 20--25, 2018.
    [2]
    János Czentye, János Dóka, Árpád Nagy, László Toka, Balázs Sonkoly, and Róbert Szabó. 2018. Controlling drones from 5G networks. In Proceedings of ACM SIGCOMM, Budapest, Hungary, August 20--25, 2018.
    [3]
    Rashad Eletreby, Diana Zhang, Swarun Kumar, and Osman Yagan. 2017. Empowering Low-Power Wide Area Networks in Urban Settings. In Proceedings of ACM SIGCOMM, Los Angeles, CA, USA, August 21--25, 2017.
    [4]
    Kensuke Fukuda, John Heidemann, Abdul Qadeer, Kensuke Fukuda, John Heidemann, and Abdul Qadeer. 2017. Detecting malicious activity with DNS backscatter over time. IEEE/ACM Transactions on Networking 25, 5 (2017), 3203--3218.
    [5]
    Chuhan Gao, Yilong Li, and Xinyu Zhang. 2018. LiveTag: Sensing human-object interaction through passive chipless WiFi tags. In Proceedings of USENIX NSDI, Renton, WA, USA, April 9--11, 2018.
    [6]
    Mehrdad Hessar, Ali Najafi, and Shyamnath Gollakota. 2016. NetScatter: Enabling Large-Scale Backscatter Networks. In Proceedings of USENIX NSDI, Santa Clara, CA, March 16--18, 2016.
    [7]
    Pan Hu, Pengyu Zhang, and Deepak Ganesan. 2015. Laissez-Faire: Fully Asymmetric Backscatter Communication. In Proceedings of ACM SIGCOMM, London, United Kingdom, August 17--21, 2015.
    [8]
    Pan Hu, Pengyu Zhang, Mohammad Rostami, and Deepak Ganesan. 2016. Braidio: An Integrated Active-Passive Radio for Mobile Devices with Asymmetric Energy Budgets. In Proceedings of ACM SIGCOMM, Salvador, Brazil, August 22--26 2016.
    [9]
    Vikram Iyer, Rajalakshmi Nandakumar, Anran Wang, Sawyer B. Fuller, and Shyamnath Gollakota. 2019. Living IoT: A flying wireless platform on live insects. In Proceedings of ACM MobiCom, Los Cabos, Mexico, October 21--25, 2019.
    [10]
    Vikram Iyer, Vamsi Talla, Bryce Kellogg, Shyamnath Gollakota, and Joshua Smith. 2016. Inter-Technology Backscatter: Towards Internet Connectivity for Implanted Devices. In Proceedings of ACM SIGCOMM, Salvador, Brazil, August 22--26 2016.
    [11]
    Meng Jin, Yuan He, Chengkun Jiang, and Yunhao Liu. 2020. Fireworks: Channel Estimation of Parallel Backscattered Signals. In Proceedings of IEEE/ACM IPSN, Virtual event, Australia, April 21--24, 2020.
    [12]
    Meng Jin, Yuan He, Xin Meng, Dingyi Fang, and Xiaojiang Chen. 2018. Parallel Backscatter in the Wild: When Burstiness and Randomness Play with You. In Proceedings of ACM MobiCom, New Delhi, India, October 29-November 02, 2018.
    [13]
    Meng Jin, Yuan He, Xin Meng, Yilun Zheng, Dingyi Fang, and Xiaojiang Chen. 2017. FlipTracer: Practical Parallel Decoding for Backscatter Communication. IEEE/ACM Transactions on Networking 25, 1 (2017), 3559--3572.
    [14]
    Bryce Kellogg, Aaron Parks, Shyamnath Gollakota, Joshua R. Smith, and David Wetherall. 2014. WiFi backscatter: Internet connectivity for RF-powered devices. In Proceedings of ACM SIGCOMM, Chicago, USA, August 17--22, 2014.
    [15]
    Bryce Kellogg, Vamsi Talla, Joshua R. Smith, and Shyamnath Gollakot. 2016. Passive WiFi: Bringing low power to WiFi transmissions. In Proceedings of USENIX NSDI, Santa Clara, CA, March 16--18, 2016.
    [16]
    Vincent Liu, Aaron Parks, Vamsi Talla, Shyamnath Gollakota, David Wetherall, and Joshua R. Smith. 2013. Ambient backscatter: Wireless communication out of thin air. In Proceedings of ACM SIGCOMM, Hong Kong, China, August 12--16, 2013.
    [17]
    Vincent Liu, Vamsi Talla, and Shyamnath Gollakota. 2014. Enabling instantaneous feedback with full-duplex backscatter. In Proceedings of ACM MobiCom, Maui, Hawaii, USA, September 7--11, 2014.
    [18]
    Zhiqing Luo, Wei Wang, Jun Qu, Tao Jiang, and Qian Zheng. 2018. Improving IoT security with backscatter assistance. In Proceedings of ACM SenSys, Shenzhen, China, November 4--7, 2018.
    [19]
    Zhihong Luo, Qiping Zhang, Yunfei Ma, Manish Singh, and Fadel Adib. 2019. 3D backscatter localization for fine-grained robotics. In Proceedings of USENIX NSDI, Boston, MA, February 26--28, 2019.
    [20]
    Beshr Al Nahas, Simon Duquennoy, and Olaf Landsiedel. 2012. Network-wide Consensus Utilizing the Capture Effect in Low-power Wireless Networks. In Proceedings of ACM SIGCOMM, Helsinki, Finland, August 13--17, 2012.
    [21]
    Online. 2020. Antenna. https://www.harrisaerial.com/product/900-mhz-3dbi-base-antenna/
    [22]
    Online. 2020. DE0-Nano-SoC FPGA. https://www.terasic.com.tw/cgi-bin/page/archive.pl?Language=English&CategoryNo=165&No=1081
    [23]
    Online. 2020. LoRa Alliance. https://www.lora-alliance.org/
    [24]
    Online. 2020. Moving Average. https://www.dsprelated.com/showthread/comp.dsp/155807-1.php
    [25]
    Online. 2020. NB-IoT. https://en.wikipedia.org/wiki/Narrowband_IoT
    [26]
    Online. 2020. Semtech SX1257. https://www.semtech.com/products/wireless-rf/lora-gateways/sx1257
    [27]
    Online. 2020. Semtech SX1276. https://www.semtech.com/products/wireless-rf/lora-transceivers/SX1276
    [28]
    Online. 2020. SigFox. http://makers.sigfox.com/
    [29]
    Online. 2020. Sinc Function. https://en.wikipedia.org/wiki/Sinc_function
    [30]
    Online. 2020. STM32L083RZ. https://www.alldatasheet.net/datasheet-pdf/pdf/880744/STMICROELECTRONICS/STM32L083RZ.html
    [31]
    Online. 2020. USRP. https://www.ettus.com
    [32]
    Meyendorf Orlik and Morgner Morgenstern. 2001. Condition Monitoring and Diagnostic Engineering Management. ELSEVIER.
    [33]
    Jiajue Ou, Mo Li, and Yuanqing Zheng. 2017. Come and be served: Parallel decoding for COTS RFID tags. IEEE/ACM Transactions on Networking 25, 3 (2017), 1569--1581.
    [34]
    Aaron N. Parks, Angli Liu, Shyamnath Gollakota, and Joshua R. Smith. 2014. TurboCharging ambient backscatter communication. In Proceedings of ACM SIGCOMM, Chicago, USA, August 17--22, 2014.
    [35]
    Yao Peng, Longfei Shangguan, Yue Hu, Yujie Qian, Xianshang Lin, Xiaojiang Chen, Dingyi Fang, and Kyle Jamieson. 2018. PLoRa: A passive long-range data network from ambient LoRa transmissions. In Proceedings of ACM SIGCOMM, Budapest, Hungary, August 20--25, 2018.
    [36]
    Carlos Perez-Penichet, Frederik Hermans, Ambuj Varshney, and Thiemo Voigt. 2016. Augmenting IoT networks with backscatter-enabled passive sensor tags. In Proceedings of ACM HotWireless, New York, USA, October, 03, 2016.
    [37]
    Joshua R. Smith, Alanson P. Sample, Pauline S. Powledge, Sumit Roy, and Alexander V. Mamishev. 2006. A Wirelessly-Powered Platform for Sensing and Computation. In Proceedings of ACM UbiComp, Orange County, California, September 17--21, 2006.
    [38]
    Sanjib Sur, Ioannis Pefkianakis, Xinyu Zhang, and Kyu-Han Kim. 2020. Practical MU-MIMO user selection on 802.11ac commodity networks. In Proceedings of ACM MobiSys, Online, June 16--19, 2020.
    [39]
    Vamsi Talla, Mehrdad Hessar, Bryce Kellogg, Ali Najafi, Joshua R. Smith, and Shyamnath Gollakota. 2017. LoRa backscatter: Enabling the vision of ubiquitous connectivity. In Proceedings of ACM UbiComp, Maui, HI, USA, September 11--15, 2017.
    [40]
    David Tse and Pramod Viswanath. 2005. Fundamentals of wireless communication. Cambridge university press.
    [41]
    Ambuj Varshney, Oliver Harms, Carlos Pérez-Penichet, Christian Rohner, and Thiemo Voigt Frederik Hermans. 2017. LoRea: A backscatter architecture that achieves a long communication range. In Proceedings of ACM SenSys, Delft, Netherlands, November 06--08, 2017.
    [42]
    Anran Wang, Vikram Iyer, Vamsi Talla, Joshua R. Smith, and Shyamnath Gollakota. 2017. FM backscatter: Enabling connected cities and smart fabrics. In Proceedings of USENIX NSDI, Boston, MA, USA, March 27--29, 2017.
    [43]
    Jue Wang, Haitham Hassanieh, Dina Katabi, and Piotr Indyk. 2012. Efficient and Reliable Low-Power Backscatter Networks. In Proceedings of ACM SIGCOMM, Helsinki, Finland, August 13--17, 2012.
    [44]
    Xianjin Xia, Yuanqing Zheng, and Tao Gu. 2019. FTrack: Parallel decoding for LoRa transmissions. In Proceedings of ACM SenSys, New York, USA, November 10--13, 2019.
    [45]
    Lei Yang, Yao Li, Qiongzheng Lin, Huanyu Jia, Xiang Yang Li, and Yunhao Liu. 2017. Tagbeat: Sensing Mechanical Vibration Period With COTS RFID Systems. IEEE/ACM Transactions on Networking 25, 6 (2017), 3823--3835.
    [46]
    Nicholas Selby Yunfei Ma and Fadel Adib. 2017. Drone Relays for Battery-Free Networks. In Proceedings of ACM SIGCOMM, Los Angeles, CA, USA, August 21--25, 2017.
    [47]
    Anlan Zhang, Chendong Wang, Xing Liu, Bo Han, and Feng Qian. 2020. Mobile Volumetric Video Streaming Enhanced by Super Resolution. In Proceedings of ACM MobiSys, Online, June 16--19, 2020.
    [48]
    Pengyu Zhang, Dinesh Bharadia, Kiran Joshi, and Sachin Katti. 2016. Hitch-Hike: Practical backscatter using commodity WiFi. In Proceedings of ACM SenSys, Stanford, CA, USA, November 14--16, 2016.
    [49]
    Pengyu Zhang, Colleen Josephson, Dinesh Bharadia, and Sachin Katti. 2017. FreeRider: Backscatter communication using commodity radios. In Proceedings of ACM CONEXT, Incheon, Republic of Korea, December 12--15, 2017.
    [50]
    Pengyu Zhang, Mohammad Rostami, Pan Hu, and Deepak Ganesan. 2016. Enabling Practical Backscatter Communication for On-body Sensors. In Proceedings of ACM SIGCOMM, Salvador, Brazil, August 22--26 2016.
    [51]
    Renjie Zhaoand Fengyuan Zhu, Yuda Feng, Siyuan Peng, Xiaohua Tian, Hui Yu, and Xinbing Wang. 2019. OFDMA-enabled WiFi backscatter. In Proceedings of ACM MobiCom, Los Cabos, Mexico, October 21--25, 2019.

    Cited By

    View all
    • (2024)MultiRider: Enabling Multi-Tag Concurrent OFDM Backscatter by Taming In-band InterferenceProceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services10.1145/3643832.3661862(292-303)Online publication date: 3-Jun-2024
    • (2024)FLoRa+: Energy-efficient, Reliable, Beamforming-assisted, and Secure Over-the-air Firmware Update in LoRa NetworksACM Transactions on Sensor Networks10.1145/364154820:3(1-28)Online publication date: 22-Jan-2024
    • (2024)Enabling High-rate Backscatter Sensing at ScaleProceedings of the 30th Annual International Conference on Mobile Computing and Networking10.1145/3636534.3649351(124-138)Online publication date: 29-May-2024
    • Show More Cited By

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    SenSys '20: Proceedings of the 18th Conference on Embedded Networked Sensor Systems
    November 2020
    852 pages
    ISBN:9781450375900
    DOI:10.1145/3384419
    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]

    Sponsors

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 16 November 2020

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. ambient lora backscatter
    2. on-off keying modulation

    Qualifiers

    • Research-article

    Conference

    Acceptance Rates

    Overall Acceptance Rate 174 of 867 submissions, 20%

    Upcoming Conference

    SenSys '24

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)155
    • Downloads (Last 6 weeks)24
    Reflects downloads up to 26 Jul 2024

    Other Metrics

    Citations

    Cited By

    View all
    • (2024)MultiRider: Enabling Multi-Tag Concurrent OFDM Backscatter by Taming In-band InterferenceProceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services10.1145/3643832.3661862(292-303)Online publication date: 3-Jun-2024
    • (2024)FLoRa+: Energy-efficient, Reliable, Beamforming-assisted, and Secure Over-the-air Firmware Update in LoRa NetworksACM Transactions on Sensor Networks10.1145/364154820:3(1-28)Online publication date: 22-Jan-2024
    • (2024)Enabling High-rate Backscatter Sensing at ScaleProceedings of the 30th Annual International Conference on Mobile Computing and Networking10.1145/3636534.3649351(124-138)Online publication date: 29-May-2024
    • (2024)One Shot for All: Quick and Accurate Data Aggregation for LPWANsIEEE/ACM Transactions on Networking10.1109/TNET.2024.335379232:3(2285-2298)Online publication date: Jul-2024
    • (2024)Concurrent Backscatter for Smart LogisticsPractical Backscatter Communication for the Internet of Things10.1007/978-3-031-59254-6_5(77-97)Online publication date: 21-Apr-2024
    • (2024)Cross-Technology Backscatter for Smart Health MonitoringPractical Backscatter Communication for the Internet of Things10.1007/978-3-031-59254-6_4(59-75)Online publication date: 21-Apr-2024
    • (2024)Reliable Backscatter for Remote Physical Condition MonitoringPractical Backscatter Communication for the Internet of Things10.1007/978-3-031-59254-6_2(15-36)Online publication date: 21-Apr-2024
    • (2024)IntroductionPractical Backscatter Communication for the Internet of Things10.1007/978-3-031-59254-6_1(1-14)Online publication date: 21-Apr-2024
    • (2023)Backscatter Tag Based on an Actively-Controlled Reflection Amplifier2023 53rd European Microwave Conference (EuMC)10.23919/EuMC58039.2023.10290610(746-749)Online publication date: 19-Sep-2023
    • (2023)Spray: A Spectrum-efficient and Agile Concurrent Backscatter SystemACM Transactions on Sensor Networks10.1145/363805120:2(1-21)Online publication date: 25-Dec-2023
    • Show More Cited By

    View Options

    Get Access

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media