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An RF MEMS Sensor Driver/Readout SoC With Resonant Frequency Shift and Closed-Loop Envelope Regulation for Portable Microplastic Detection
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.
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 $5~{\mu }$ 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 $5~{\mu }$ 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.