4.8 Article

The rise of AI optoelectronic sensors: From nanomaterial synthesis, device design to practical application

Journal

MATERIALS TODAY PHYSICS
Volume 27, Issue -, Pages -

Publisher

ELSEVIER
DOI: 10.1016/j.mtphys.2022.100812

Keywords

Artificial intelligence; Internet of things; Optoelectronic sensing; Photonic chips; Algorithm

Funding

  1. Key Project of Department of Education of Guangdong Province [2018KCXTD026]
  2. Science and Technology Innovation Commission of Shenzhen [JCYJ20170818093453105, GJHZ20180928160209731]
  3. Shenzhen Science and Technology R and D and Innovation Foundation [JCYJ20200109105608771]
  4. National Key R&D Program of China [2019YFB2204500]
  5. Shenzhen Science and Technology Program [JCYJ20200109113606007]
  6. Deanship of Scientific Research (DSR) at King Abdulaziz University, Jeddah [KEP-MSc-70-130-42]
  7. Research Center for Advanced Material Science (RCAMS) at King Khalid University [RCAMS/KKU/006/21]
  8. Instrumental Analysis Center of Shenzhen University

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This review provides an overview of the progress, applications, and future development trends of AI optoelectronic sensing technology, highlighting its significance in the era of AI and IoT.
We have seen the significant influence of the information revolution brought about by optoelectronic sensing technologies on human civilization over the last few decades, especially in all aspects of big data, cloud servers, closed-loop systems, smart internet of things (IoT) gateway, artificial intelligence (AI), blockchain, and the metaverse. Undeniably, recent developments have accelerated the advent of the AI and IoT era. Herein, this review presented an overview of the progress, applications, and prospects of AI optoelectronic sensing technology. Firstly, inorganic semiconductors, organic optoelectronic materials, 2D materials, and other nanomaterials employed in optoelectronic sensing technologies are generalized systematically. Then, the development status quo of optoelectronic sensing technology is discussed deeply. Next, several application scenarios related to optoelectronic sensing technology are reviewed, demonstrating the great development and prosperity of intelligent application systems. Last, the future development trends of AI optoelectronic sensing technology are portrayed, that is, toward all-weather, versatile, and intelligent systems in the age of AI/IoT.

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