A BP neural network time delay prediction method based on phase space reconstruction

Wenzhe Sun; Liyan Zhang; Huigang Xu; Shunkun Dou; Changxian Li

doi:10.1117/12.2682466

20 June 2023 A BP neural network time delay prediction method based on phase space reconstruction

Wenzhe Sun, Liyan Zhang, Huigang Xu, Shunkun Dou, Changxian Li

Proceedings Volume 12715, Eighth International Conference on Electronic Technology and Information Science (ICETIS 2023); 127152I (2023) https://doi.org/10.1117/12.2682466
Event: Eighth International Conference on Electronic Technology and Information Science (ICETIS 2023), 2023, Dalian, China

Abstract

In this paper, a neural network time delay prediction method based on phase space reconstruction is presented. This method reconstructs one-dimensional chaotic time series in phase space according to the internal law through phase space reconstruction, and uses BP neural network algorithm to predict the time delay. Simulation experiments show that this method has good prediction performance.

Citation Download Citation

Wenzhe Sun, Liyan Zhang, Huigang Xu, Shunkun Dou, and Changxian Li "A BP neural network time delay prediction method based on phase space reconstruction", Proc. SPIE 12715, Eighth International Conference on Electronic Technology and Information Science (ICETIS 2023), 127152I (20 June 2023); https://doi.org/10.1117/12.2682466

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