Neural network for dynamic human motion prediction

作者：

Highlights：

• Successful use of artificial neural network (ANN) to simulate human model motion.

• Experimentation results of using ANN to simulate the tasks of walking and jumping.

• The use of ANN reduces the simulation time from 1–40 min to a fraction of a second.

摘要

•Successful use of artificial neural network (ANN) to simulate human model motion.•Experimentation results of using ANN to simulate the tasks of walking and jumping.•The use of ANN reduces the simulation time from 1–40 min to a fraction of a second.

论文关键词：Digital human modeling,Artificial neural networks,Motion prediction,General regression neural network

论文评审过程：Received 17 July 2015, Revised 30 October 2015, Accepted 25 November 2015, Available online 2 December 2015, Version of Record 17 December 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.11.020