Demo Abstract: RF Soil Moisture Sensing via Radar Backscatter Tags

arxiv(2020)

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摘要
We present a sensing system that determines soil moisture via RF using backscatter tags paired with a commodity ultra-wideband RF transceiver. Despite decades of research confirming the benefits, soil moisture sensors are still not widely adopted on working farms for three key reasons: the high cost of sensors, the difficulty of deploying and maintaining these sensors, and the lack of reliable internet access in rural areas. We seek to address some of these obstacles by designing a low-cost soil moisture sensing system that uses a hybrid approach of pairing completely wireless backscatter tags with a mobile reader.(p)(/p)We designed and built a backscatter tag prototype and tested our system both in laboratory and in situ at an organic farm field. Our backscatter tag has a projected battery lifetime of up to 15 years on 4xAA batteries, and can operate at a depth of at least 30cm and up to 75cm. It achieves an average accuracy within 0.01-0.03cm 3 /cm 3 of the ground truth with a 90th percentile of 0.034cm 3 /cm 3 , which is comparable to state-of-the-art commercial soil sensors, at an order of magnitude lower cost.
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关键词
RF soil moisture sensing,radar backscatter tags,commodity ultra-wideband RF transceiver,soil moisture sensors,reliable internet access,soil moisture sensing system,backscatter tag prototype,state-of-the-art commercial soil sensors,wireless backscatter tags
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