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"sensors based on" is correct and usable in written English.
You can use this phrasing when you want to describe a particular type of sensor and the material or criteria that it is based on. For example, "This autonomous vehicle has sensors based on infrared technology."
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A New Generation of Sensors Based on Extraordinary Optical Transmission.
They would detect the incomers using a complex combination of sensors, based on existing technology.
& Bao, Z. Flexible wireless temperature sensors based on Ni microparticle-filled binary polymer composites.
Mercury sensors based on thin gold layers require regular calibrations.
They are easy to pinpoint: the intense heat from their rocket motors is readily detected by sensors based on satellites.
Recently reviewed gas sensors based on various nanocarbon materials show comparable responses to a large variety of analytes46.
Lipomi, D. J. et al. Skin-like pressure and strain sensors based on transparent elastic films of carbon nanotubes.
Lee, K., Gatensby, R., McEvoy, N., Hallam, T. & Duesberg, G. S. High performance sensors based on molybdenum disulfide thin films.
These could include LEDs or lasers, processors and memory, or sensors based on microelectromechanical devices, or MEMS.
Kim, T.-H. et al. Fully stretchable optoelectronic sensors based on colloidal quantum dots for sensing photoplethysmographic signals.
"Implanted sensors based on [the fiber nanogenerator] concept could use blood pressure or muscle movement for operation," Thundat says.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com