Research on Design and Optimization Methods of Intelligent Sensors Based on Optoelectronic Detection Technology

In optoelectronic information science and engineering technology, optoelectronic detection technology is a very important technology. Photoelectric sensor (PS) refers to the process of using a photoelectric element as the basic detection component, converting the measured changes into changes in other signals, and then using the photoelectric element to convert the optical signal into an electrical signal. With the gradual improvement of modern science and technology, optoelectronic detection technology has further integrated modern technologies such as automation control systems and digital information processing technology, effectively combining optical and electronic technologies, greatly improving the accuracy and speed of optoelectronic detection. This article designs an intelligent sensor based on photoelectric detection technology. Through in-depth research on the basic principles of photoelectric detection technology, combined with microelectronics technology and integrated circuit design, a miniaturized and low-power intelligent sensor is achieved. Meanwhile, utilizing deep learning (DL) algorithms to optimize and calibrate sensors, improving their performance and accuracy. The experimental results show that the sensor designed in this article has high measurement accuracy and good application prospects.