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Plant Doctor: Harnessing Backscatter Radio Sensors for Agriculture
WINLAB Summer Internship 2024
Group Members: Sam-Fone Cheung & Shriya Das
Advisor: Aggelos Bletsas
Project Objective
Backscatter radio, or reflection radio, offers a low-cost and low-power alternative to conventional radio sensor networks. This is crucial for modern agriculture which requires continual monitoring of environmental conditions such as soil moisture or temperature. Prior research using capacitance sensors to measure soil moisture has shown promising results using backscatter radio, despite the limited range.
Our group expanded this work to use temperature sensors on a plants which will transmit information using a network of RFID tags. These sensors should be battery-less and low-cost as they will harvest ambient radio frequency (RF) energy.
Weekly Progress
WEEK ONE
Week 1 Presentation
Progress: Read prior art about backscatter radios, RFID (radio frequency identification) tags, and using capacitance sensors to measure soil moisture.
WEEK TWO
Week 2 Presentation
Progress: Used RTL-SDR's to explore software-defined radios (SDR) and tune into local FM stations. Also familiarized ourselves with GNURadio.
WEEK THREE
[Week 3 Presentation]
Progress: Continued using GNURadio to understand frequency shift keying, periodograms
Attachments (8)
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unnamed.png
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Week 3 GNURadio Periodogram
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unnamed.2.png
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Week 4 Block Diagram
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Screenshot 2024-07-03 133035.png
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wheatstone bridge
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Periodogram.png
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Periodogram
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Plant Week 8 .png
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Week8_Plant
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Plant Chamber.png
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Week 10 Plant Chamber
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Plant Doctor WINLAB Poster.pptx.png
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Plant Doctor Poster