CMOS-compatible reconstructive spectrometers with self-referencing integrated Fabry-Perot resonators.
Chunyu YouXing LiYuhang HuNingge HuangYang WangBinmin WuGuobang JiangJiayuan HuangZiyu ZhangBingxin ChenYue WuJunhan LiuXiangzhong ChenEnming SongJizhai CuiPeng ZhouZengfeng DiZhenghua AnGaoshan HuangYongfeng MeiPublished in: Proceedings of the National Academy of Sciences of the United States of America (2024)
Miniaturized reconstructive spectrometers play a pivotal role in on-chip and portable devices, offering high-resolution spectral measurement through precalibrated spectral responses and AI-driven reconstruction. However, two key challenges persist for practical applications: artificial intervention in algorithm parameters and compatibility with complementary metal-oxide-semiconductor (CMOS) manufacturing. We present a cutting-edge miniaturized reconstructive spectrometer that incorporates a self-adaptive algorithm referenced with Fabry-Perot resonators, delivering precise spectral tests across the visible range. The spectrometers are fabricated with CMOS technology at the wafer scale, achieving a resolution of ~2.5 nm, an average wavelength deviation of ~0.27 nm, and a resolution-to-bandwidth ratio of ~0.46%. Our approach provides a path toward versatile and robust reconstructive miniaturized spectrometers and facilitates their commercialization.
Keyphrases
- high resolution
- optical coherence tomography
- machine learning
- deep learning
- replacement therapy
- photodynamic therapy
- randomized controlled trial
- dual energy
- single molecule
- artificial intelligence
- mass spectrometry
- high throughput
- heart failure
- computed tomography
- room temperature
- circulating tumor cells
- magnetic resonance
- low cost
- light emitting