0
Article Tier 2 Environmental Sources Policy & Risk Sign in to save

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

AI summary Read the abstract

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 $5~{\mu }$ 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.

More Papers Like This

Article Tier 2

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

AI summary Read the abstract

Researchers developed a miniaturized RF MEMS sensor system-on-chip for detecting microplastics by measuring resonant frequency shifts caused by microplastic particles, with a closed-loop power regulation system to maintain accuracy. This is a significant contribution to microplastic detection technology, enabling portable and low-cost field measurement devices.

Article Tier 2

A Fully Integrated Microplastic Detection SoC with 0.1–3 GHz Bandwidth and 35 dB Dynamic Range for Narrow-Band Notch RF MEMS Sensor System

AI summary Read the abstract

Engineers developed a miniaturized microwave sensor chip that can detect microplastics in water by measuring shifts in resonant frequency as particles pass through a microfluidic channel, achieving a wide bandwidth and high dynamic range in a compact integrated circuit design. This type of on-chip detection system could enable portable, real-time water quality monitoring for microplastic contamination at a fraction of the cost of laboratory methods.

Article Tier 2

RF MEMS Resonance Sensor for Measuring Microplastics Concentration

AI summary Read the abstract

Researchers designed an RF MEMS resonance sensor capable of detecting microplastics in water at low cost, offering a practical alternative to expensive conventional particle analyzers for environmental monitoring.

Article Tier 2

A Fully Integrated Portable Microplastic Detection System-on-Chip With High-Sensitivity RF MEMS Sensors and Narrow-Band Notch-Tracking Dielectric Discrimination Algorithms

AI summary Read the abstract

Researchers developed a compact, portable chip that can detect and identify common microplastic types (PE, PP, PET, PS, PMMA) using radio-frequency sensors and signal-tracking algorithms, validating results against real-world samples including laundry wastewater. This kind of low-cost, on-site detection technology is important because existing lab-based methods are expensive and slow, limiting how widely microplastics can be monitored in the environment.

Article Tier 2

PDMS-based RF Resonant Sensor for Measuring the Concentration of Micro-Plastics

AI summary Read the abstract

Researchers designed a low-cost RF resonant sensor using an L-C-L circuit to detect microplastic concentration in water by measuring changes in dielectric constant. The sensor successfully detected microplastics at concentrations as low as 0.1%, offering a simpler and cheaper alternative to conventional particle analysers.

Research digests by email

When a large batch of papers lands in the Atlas, we read through it and send a short write-up of what stood out.

Email me about

Share this paper