Research on health bracelet based on BP neural network algorithm

Xianguo Wang; Chunxi Guan; Juan Ding; Huazhang Liu; Meixia Dong; Min Huang

doi:10.1117/12.2667287

22 February 2023 Research on health bracelet based on BP neural network algorithm

Xianguo Wang, Chunxi Guan, Juan Ding, Huazhang Liu, Meixia Dong, Min Huang

Proceedings Volume 12587, Third International Seminar on Artificial Intelligence, Networking, and Information Technology (AINIT 2022); 125871Q (2023) https://doi.org/10.1117/12.2667287
Event: Third International Seminar on Artificial Intelligence, Networking, and Information Technology (AINIT 2022), 2022, Shanghai, China

Abstract

The health bracelet composed of multiple sensors has large data acquisition, low data accuracy and poor fault tolerance. Therefore, the market application of health bracelet is limited. To solve the above problems, a multi-sensor data fusion method based on BP neural network is proposed. The simulation results show that the BP neural network model for multi-sensor data fusion processing, greatly improving the data accuracy, operation speed and robustness of multi-sensor.

Citation Download Citation

Xianguo Wang, Chunxi Guan, Juan Ding, Huazhang Liu, Meixia Dong, and Min Huang "Research on health bracelet based on BP neural network algorithm", Proc. SPIE 12587, Third International Seminar on Artificial Intelligence, Networking, and Information Technology (AINIT 2022), 125871Q (22 February 2023); https://doi.org/10.1117/12.2667287

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