XFi : Cross-technology IoT Data Collection via Commodity WiFi
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Author(s)
Detail(s)
Original language | English |
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Title of host publication | The 28th IEEE International Conference on Network Protocols |
Subtitle of host publication | IEEE ICNP 2020 |
Publisher | Institute of Electrical and Electronics Engineers, Inc. |
ISBN (electronic) | 9781728169927 |
ISBN (print) | 9781728169934 |
Publication status | Published - Oct 2020 |
Externally published | Yes |
Publication series
Name | Proceedings - International Conference on Network Protocols, ICNP |
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ISSN (Print) | 1092-1648 |
ISSN (electronic) | 2643-3303 |
Conference
Title | 28th IEEE International Conference on Network Protocols (IEEE ICNP 2020) |
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Place | Spain |
City | Madrid |
Period | 13 - 16 October 2020 |
Link(s)
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).
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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review