A real-time driver fatigue identification method based on GA-GRNN

• Main Authors: Xiaoyuan Wang (Author), Longfei Chen (Author), Yang Zhang (Author), Huili Shi (Author), Gang Wang (Author), Quanzheng Wang (Author), Junyan Han (Author), Fusheng Zhong (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

It is of great practical and theoretical significance to identify driver fatigue state in real time and accurately and provide active safety warning in time. In this paper, a non-invasive and low-cost method of fatigue driving state identification based on genetic algorithm optimization of generaliz...