XFi : Cross-technology IoT Data Collection via Commodity WiFi

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

35 Scopus Citations
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Author(s)

Detail(s)

Original languageEnglish
Title of host publicationThe 28th IEEE International Conference on Network Protocols
Subtitle of host publicationIEEE ICNP 2020
PublisherInstitute of Electrical and Electronics Engineers, Inc.
ISBN (electronic)9781728169927
ISBN (print)9781728169934
Publication statusPublished - Oct 2020
Externally publishedYes

Publication series

NameProceedings - International Conference on Network Protocols, ICNP
ISSN (Print)1092-1648
ISSN (electronic)2643-3303

Conference

Title28th IEEE International Conference on Network Protocols (IEEE ICNP 2020)
PlaceSpain
CityMadrid
Period13 - 16 October 2020

Abstract

Wireless technologies are increasingly diversified to serve various Internet-of-things applications. Yet, our mobile devices (e.g., smartphones) are manufactured with limited types of wireless radio, making it challenging to access the data in the heterogeneous IoT devices. To address this fundamental problem, this work proposes XFi, which enables mobile devices to use commodity WiFi radio to directly and simultaneously collect data from diverse heterogeneous IoT devices. Our critical insight is that when an IoT frame collides with an ongoing WiFi transmission, its IoT data is captured by WiFi receiver and retained even after the demodulation procedures in WiFi hardware. Motivated by this observation, XFi proposes a general approach to obtain IoT data by analyzing the decoded WiFi payload. The method is fully compatible with existing commodity WiFi hardware and generally applicable to various IoT protocols. We implement XFi on commodity devices (e.g., RTL8812au, CC2650, and SX1280). Our comprehensive evaluation demonstrates that XFi can collect data from 8 IoT devices in parallel with over 97% accuracy, offering reliable cross-technology data collection.

Research Area(s)

  • Internet-of-Things, LoRa, WiFi, ZigBee

Citation Format(s)

XFi: Cross-technology IoT Data Collection via Commodity WiFi. / Liu, Ruofeng; Yin, Zhimeng; Jiang, Wenchao et al.
The 28th IEEE International Conference on Network Protocols: IEEE ICNP 2020. Institute of Electrical and Electronics Engineers, Inc., 2020. 9259363 (Proceedings - International Conference on Network Protocols, ICNP).

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review