journal article·2026-07Open access

Breaking the Bottleneck in Limit of Detection of Surface Refractive Index Sensing by Harnessing Meta‐Waveguide Microring Resonators

Wanxin Li, Jiewen Li, Rui Li, Gina Jinna Chen, Perry Ping Shum, Yi Zou, Ray T. Chen, Yongkang Dong, Xiaochuan Xu

Advanced Science· Volume 13· Issue 38

Abstract

ABSTRACT Pushing sensor sensitivity to the extreme remains a central pursuit in sensing research. However, the limit of detection (LOD) is ultimately limited by the trade‐off between intrinsic sensitivity and noise: improvements in sensitivity often introduce higher noise, yielding only marginal gains in LOD. Here, we leverage mode splitting in meta‐waveguide microring resonators (MWMRs)—a typically overlooked phenomenon—to suppress drift‐induced bias and noise without sacrificing interfacial refractive‐index sensitivity. This approach reduces baseline drift to just 4.6 fm/min during representative measurements, enabling quantitative detection of ultra‐weak surface perturbations. The sensing performance is validated through the streptavidin‐biotin interaction, achieving reliable detection of 0.01 pg/mL streptavidin with a blank reference and a splitting noise of 1.3 pm. This reflection‐induced mode splitting framework breaks the longstanding LOD bottleneck in surface refractometric sensing and establishes MWMRs as a robust, drift‐immune platform for ultra‐sensitive optical interrogation.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Photonic and Optical Devices · Neural Networks and Reservoir Computing · Advanced Fiber Optic Sensors

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

National Key Laboratory of Laser Spatial Information Guangdong Provincial Key Laboratory of Integrated Photonic‐Electronic Chip Guangdong Provincial Key Laboratory of Aerospace Communication and Networking Technology Harbin Institute of Technology Harbin Institute of Technology campus Xili University Town Shenzhen Guangdong China

State Key Laboratory of Optical Fiber and Cable Manufacture Technology Guangdong Key Laboratory of Integrated Optoelectronics Intellisense Department of EEE Southern University of Science and Technology Shenzhen China

School of Information Science and Technology ShanghaiTech University Shanghai China

Department of Electrical and Computer Engineering The University of Texas at Austin Austin Texas USA

Funding

Science, Technology and Innovation Commission of Shenzhen Municipality

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