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Differential perovskite hemispherical photodetector for intelligent imaging and location tracking

Engineering and Technology

Differential perovskite hemispherical photodetector for intelligent imaging and location tracking

X. Feng, C. Li, et al.

Discover cutting-edge research by Xiaopeng Feng and colleagues on a differential perovskite hemispherical photodetector that enables intelligent imaging and location tracking. Featuring high external quantum efficiency and machine learning capabilities, this technology offers unparalleled color imaging and dynamic object tracking.... show more
Abstract
Advanced photodetectors with intelligent functions are expected to take an important role in future technology. However, completing complex detection tasks within a limited number of pixels is still challenging. Here, we report a differential perovskite hemispherical photodetector serving as a smart locator for intelligent imaging and location tracking. The high external quantum efficiency (-1000%) and low noise (10⁻¹³ A Hz⁻⁰·⁵) of perovskite hemispherical photodetector enable stable and large variations in signal response. Analysing the differential light response of only 8 pixels with the computer algorithm can realize the capability of colorful imaging and a computational spectral resolution of 4.7 nm in a low-cost and lensless device geometry. Through machine learning to mimic the differential current signal under different applied biases, one more dimensional detection information can be recorded, for dynamically tracking the running trajectory of an object in a three-dimensional space or two-dimensional plane with a color classification function.
Publisher
Nature Communications
Published On
Jan 17, 2024
Authors
Xiaopeng Feng, Chenglong Li, Jinmei Song, Yuhong He, Wei Qu, Weijun Li, Keke Guo, Lulu Liu, Bai Yang, Haotong Wei
Tags
perovskite
photodetector
imaging
machine learning
color classification
location tracking
signal response
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