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

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.

[1]  Joshua R. Smith,et al.  Wi-fi backscatter , 2014, SIGCOMM 2015.

[2]  Piotr Indyk,et al.  Efficient and reliable low-power backscatter networks , 2012, CCRV.

[3]  Fadel Adib,et al.  Drone Relays for Battery-Free Networks , 2017, SIGCOMM.

[4]  Balázs Sonkoly,et al.  Controlling Drones from 5G Networks , 2018, SIGCOMM Posters and Demos.

[5]  Yunhao Liu,et al.  Fireworks: Channel Estimation of Parallel Backscattered Signals , 2020, 2020 19th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN).

[6]  Joshua R. Smith,et al.  LoRa Backscatter: Enabling The Vision of Ubiquitous Connectivity , 2017 .

[7]  Thiemo Voigt,et al.  Augmenting IoT networks with backscatter-enabled passive sensor tags , 2016, HotWireless@MobiCom.

[8]  Fadel Adib,et al.  3D Backscatter Localization for Fine-Grained Robotics , 2019, NSDI.

[9]  Xing Liu,et al.  Mobile Volumetric Video Streaming Enhanced by Super Resolution , 2020, MobiSys.

[10]  Joshua R. Smith,et al.  Inter-Technology Backscatter: Towards Internet Connectivity for Implanted Devices , 2016, SIGCOMM.

[11]  Kensuke Fukuda,et al.  Detecting Malicious Activity With DNS Backscatter Over Time , 2017, IEEE/ACM Transactions on Networking.

[12]  Alanson P. Sample,et al.  A Wirelessly-Powered Platform for Sensing and Computation , 2006, UbiComp.

[13]  Ali Najafi,et al.  NetScatter: Enabling Large-Scale Backscatter Networks , 2018, NSDI.

[14]  Mohammad Rostami,et al.  Enabling Practical Backscatter Communication for On-body Sensors , 2016, SIGCOMM.

[15]  Vincent Liu,et al.  Enabling instantaneous feedback with full-duplex backscatter , 2014, MobiCom.

[16]  Sachin Katti,et al.  FreeRider: Backscatter Communication Using Commodity Radios , 2017, CoNEXT.

[17]  Yuan He,et al.  Parallel Backscatter in the Wild: When Burstiness and Randomness Play with You , 2018, MobiCom.

[18]  Swarun Kumar,et al.  Empowering Low-Power Wide Area Networks in Urban Settings , 2017, SIGCOMM.

[19]  Tao Gu,et al.  FTrack: Parallel Decoding for LoRa Transmissions , 2019, IEEE/ACM Transactions on Networking.

[20]  David Wetherall,et al.  Ambient backscatter: wireless communication out of thin air , 2013, SIGCOMM.

[21]  Thiemo Voigt,et al.  LoRea: A Backscatter Architecture that Achieves a Long Communication Range , 2016, SenSys.

[22]  Sachin Katti,et al.  BackFi: High Throughput WiFi Backscatter , 2015, SIGCOMM.

[23]  Xinyu Zhang,et al.  LiveTag: Sensing Human-Object Interaction Through Passive Chipless Wi-Fi Tags , 2019, GETMBL.

[24]  Tao Jiang,et al.  ShieldScatter: Improving IoT Security with Backscatter Assistance , 2018, SenSys.

[25]  Angli Liu,et al.  Turbocharging ambient backscatter communication , 2014, SIGCOMM.

[26]  Pan Hu,et al.  Laissez-Faire: Fully Asymmetric Backscatter Communication , 2015, SIGCOMM.

[27]  Brian Griffiths,et al.  Condition Monitoring and Diagnostic Engineering Management , 1990 .

[28]  Shyamnath Gollakota,et al.  Living IoT: A Flying Wireless Platform on Live Insects , 2018, MobiCom.

[29]  Sachin Katti,et al.  HitchHike: Practical Backscatter Using Commodity WiFi , 2016, SenSys.

[30]  Xin Meng,et al.  FlipTracer: Practical Parallel Decoding for Backscatter Communication , 2017, IEEE/ACM Transactions on Networking.

[31]  Joshua R. Smith,et al.  FM Backscatter: Enabling Connected Cities and Smart Fabrics , 2017, NSDI.

[32]  Mohammad Rostami,et al.  Braidio: An Integrated Active-Passive Radio for Mobile Devices with Asymmetric Energy Budgets , 2016, SIGCOMM.

[33]  Olaf Landsiedel,et al.  Network-wide Consensus Utilizing the Capture Effect in Low-power Wireless Networks , 2017, SenSys.

[34]  Yunhao Liu,et al.  Tagbeat: Sensing Mechanical Vibration Period With COTS RFID Systems , 2017, IEEE/ACM Transactions on Networking.

[35]  David Tse,et al.  Fundamentals of Wireless Communication , 2005 .

[36]  Xiaojiang Chen,et al.  PLoRa: a passive long-range data network from ambient LoRa transmissions , 2018, SIGCOMM.

[37]  Mo Li,et al.  Come and Be Served: Parallel Decoding for COTS RFID Tags , 2015, MobiCom.

[38]  Kyu-Han Kim,et al.  Practical MU-MIMO user selection on 802.11ac commodity networks , 2016, MobiCom.