As a laser beam passes through a multimode fiber (MMF), a speckle pattern is generated, which is sensitive to temperature, thereby making the MMF a temperature-sensing element. By inputting a speckle pattern into the CNN, we can determine the temperature at different locations of the fiber simultaneously; The network training was divided into three steps: first, training for. This work introduces special states for light in multimode fibers featuring strongly enhanced or reduced correlations between output fields in the presence of environmental temperature fluctuations. Using experimentally measured multi-temperature transmission matrix, a set of temperature principal. sed according to the comprehensive study of the char-acteristics of the MMFs. The temperature and strain dependences on the core diameter, numerical aperture (NA), and the length of the MMF section in the single-mo e{multimode{ single-mode (SMS) ber structure are investigated experimentally.
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