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Unlocking the Potential of Low-cost High-resolution Sensing with Analog Backscatter
Uppsala University, Disciplinary Domain of Science and Technology, Technology, Department of Electrical Engineering, Networked Embedded Systems.
Uppsala University, Disciplinary Domain of Science and Technology, Technology, Department of Electrical Engineering, Networked Embedded Systems.
Microsoft Research, Redmond;USA.
Uppsala University, Disciplinary Domain of Science and Technology, Technology, Department of Electrical Engineering, Networked Embedded Systems.ORCID iD: 0000-0001-5753-604X
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2024 (English)In: 2024 IEEE International Conference on RFID (RFID), Institute of Electrical and Electronics Engineers (IEEE), 2024, p. 1-6Conference paper, Published paper (Refereed)
Abstract [en]

Analog backscatter enables sensing and communication while consuming significantly lower power than digital backscatter. An analog backscatter tag maps sensor readings directly to backscatter transmissions avoiding power hungry blocks such as ADCs. The sensor value variations are backscattered atop a carrier as changes in frequency and amplitude. Frequency variations are commonly used in backscatter, to avoid the strong self-interference from the carrier. The range of the sensor output linearly maps to the range of base-band frequency variation. Hence a sensor with a wider output range requires a larger base-band frequency range to encode sensor data. This increases the tag oscillator's switching frequency and hence the tag's power consumption. We propose to use higher order harmonic frequencies which allows us to reduce the tag switching frequency and read sensor data even when the carrier masks the fundamental frequency. Our system design lowers the cost and power consumption of the analog backscatter system making it suitable for mobile-based sensing applications. We present experimental results demonstrating the viability of our approach and implement a complete system that includes a lowcost radio receiver. Using a carrier with 0 dBm power, we detect the 15th harmonic up to three meters resulting in 15 times more frequency resolution than the fundamental while reducing the tag oscillator's power consumption by more than 43%. The 7th harmonic is visible up to 18 meters. Increasing the carrier power enables the detection of additional harmonic frequencies.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2024. p. 1-6
Series
IEEE International Conference on RFID, E-ISSN 2374-0221
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering Communication Systems
Research subject
Electrical Engineering with Specialisation in Networked Embedded Systems
Identifiers
URN: urn:nbn:se:uu:diva-526164DOI: 10.1109/RFID62091.2024.10582681ISI: 001275101700017Scopus ID: 2-s2.0-85199886254ISBN: 979-8-3503-7359-2 (electronic)ISBN: 979-8-3503-7360-8 (print)OAI: oai:DiVA.org:uu-526164DiVA, id: diva2:1849159
Conference
International Conference on RFID (RFID), Cambridge, MA, June 04-06, 2024
Funder
Swedish Research Council, 2018-05480Swedish Research Council, 2021-04968Available from: 2024-04-05 Created: 2024-04-05 Last updated: 2025-01-24Bibliographically approved
In thesis
1. Multi-Tag Backscatter Networks
Open this publication in new window or tab >>Multi-Tag Backscatter Networks
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

There are billions of Internet of Things (IoT) devices distributed across the globe, and this growing number of interconnected IoT devices demand seamless networking and low-power communication. While many devices are powered with batteries, their limitations such as maintenance and environmental impact call for battery-free alternatives. Small battery-free devices are attractive for sensing as they can use backscatter communication and operate on harvested energy from their surroundings. This dissertation presents a collection of novel techniques for backscatter communication, a method that reduces energy consumption by several orders of magnitude compared to standard low-power radio communication. Backscatter communication provides a direction for implementing widespread networks of battery-free devices that can be used for ubiquitous sensing. However, real-world deployment of backscatter tags encounters challenges due to their constrained power budgets. Adding mechanisms for identification, scheduling, querying and relaying for backscatter should be done carefully offloading power consuming components and delegating tasks whenever possible to an external powerful device.

This dissertation advances the state of the art in two different kinds of backscatter networks: digital backscatter networks and analog backscatter networks. Like conventional RF devices, protocol-based digital backscatter tags encode and communicate binary data in packets, allowing these tags to interoperate with conventional IoT devices using protocols such as IEEE 802.15.4. Applications such as dense networks require tag-to-tag multi-hop communication which introduces challenges as the tags rely on an external signal. For digital backscatter, I present protocol-based multi-hop communication and develop a tool to test large tag-to-tag networks. By contrast, analog backscatter directly communicates the sensor readings by modulating the external signal. As the analog tags lack a packet structure and onboard computation, these tags require new ways to provide key network functionality. For analog backscatter I propose and implement novel techniques for identification, querying and reading high resolution sensor data without significantly increasing the limited power budget on the tag. The contributions outlined in this dissertation enable practical deployment of backscatter tags for sensing and communication applications.

Place, publisher, year, edition, pages
Uppsala: Acta Universitatis Upsaliensis, 2024. p. 55
Series
Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology, ISSN 1651-6214 ; 2396
Keywords
Backscatter Communication, Wireless Communication, Identification, Internet of Things, Analog Backscatter
National Category
Engineering and Technology
Research subject
Electrical Engineering with Specialisation in Networked Embedded Systems
Identifiers
urn:nbn:se:uu:diva-526292 (URN)978-91-513-2109-7 (ISBN)
Public defence
2024-06-03, Eva von Bahr (100195), Regementsvägen 1, Uppsala, 09:00 (English)
Opponent
Supervisors
Available from: 2024-05-07 Created: 2024-04-08 Last updated: 2025-05-07

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Piumwardane, DilushiPadmal, MadhushankaHewage, KasunRohner, ChristianVoigt, Thiemo

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