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An RF MEMS Sensor Driver/Readout SoC With Resonant Frequency Shift and Closed-Loop Envelope Regulation for Portable Microplastic Detection

IEEE Journal of Solid-State Circuits 2024 5 citations ? Citation count from OpenAlex, updated daily. May differ slightly from the publisher's own count. Score: 45 ? 0–100 AI score estimating relevance to the microplastics field. Papers below 30 are filtered from public browse.
Seung-Beom Ku, Seung-Beom Ku, Seung-Beom Ku, Seung-Beom Ku, Jinhyoung Kim, Jinhyoung Kim, Jinhyoung Kim, Kwonhong Lee, Kwonhong Lee, Jinhyoung Kim, Kwonhong Lee, Han-Sol Lee, Kwonhong Lee, Cheolung Cha, Han-Sol Lee, Han-Sol Lee, Cheolung Cha, Cheolung Cha, Kyeongho Eom, Cheolung Cha, Minju Park, Kyeongho Eom, Kyeongho Eom, Hyung‐Min Lee Hyung‐Min Lee Kyeongho Eom, Minju Park, Jinhyoung Kim, Cheolung Cha, Cheolung Cha, Cheolung Cha, Cheolung Cha, Cheolung Cha, Cheolung Cha, Hyung‐Min Lee Hyung‐Min Lee Cheolung Cha, Hyung‐Min Lee

Summary

This paper presents a low-cost portable radio frequency (RF) MEMS sensor system operating at 1.1-1.15 GHz for automated microplastic detection, integrating a driver and readout system-on-chip with resonant frequency shift sensing and closed-loop envelope regulation. The device achieved high-precision microplastic identification, offering a field-deployable alternative to laboratory-based spectroscopic methods.

Polymers

This article proposes a low-cost and portable device that enables automated detection of microplastic (MP) by using a high-precision 1.1–1.15-GHz radio frequency (RF) micro-electro-mechanical system (MEMS) sensor driver/readout system-on-chip (SoC). The proposed driver and readout SoC operate as an RF signal generator and a spectrum analyzer, respectively, enabling the analysis of resonant frequency shifts corresponding to MP concentration. The driver SoC uses closed-loop power amplifier (PA) envelope regulation (CPA-ER) to maintain consistent output power against frequency shifts. The driver SoC exhibits an output power up to 0.23 dBm at 1.14 GHz and achieves a small output power variation of less than 4.9% between 1.1 and 1.15 GHz. The proposed readout SoC can detect a minimum input power of −10 dBm while achieving a dynamic range (DR) of 18 dB and a low linearity error of 1%. The 180-nm CMOS driver SoC and 250-nm CMOS readout SoC occupy a silicon area of 7.1 and 3.8 mm2, respectively. Upon injecting <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$5~{\mu }$ </tex-math></inline-formula>L of 1% regular standard polyethylene (PE) dispersion into the RF MEMS sensor five times, the resonant frequency shifts up to 10 MHz. Also, when <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$5~{\mu }$ </tex-math></inline-formula>L of 1% amorphous polypropylene (PP) dispersion is injected 16 times, the resonant frequency shifts by 14 MHz, verifying that the proposed system can detect MP consisting of PE and PP.

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