一种用于室内训练的智能化冲浪训练系统的设计与开发

A Novel Intelligent Indoor Surfing Training System

针对现有的冲浪运动学习过程中,缺乏相关专业的室内训练用冲浪训练装置的现状,设计与开发了一种智能化的训练系统。该系统设计了一款智能化的冲浪板,用于检测水浪压力、人体压力、速度与加速度,在把数据发送给电脑后,电脑通过预先学习的长短期记忆网络分析对应的动作,通过大型显示器来提示使用者下一步训练的动作信息。另外,电脑通过控制多个水泵来产生水浪,使用者可以借此调节学习的难度。该装置可以让初学者根据提示来调整自己的身形以及在冲浪板上的踩踏位置,进而提升自己的冲浪水平,同时也便于教练对学员的指导。

A novel intelligent indoor surfing training system is proposed in this paper.Firstly,an intelligent surfboard is designed to collect data of wave pressure,user body pressure,surfboard speed and acceleration.Secondly,surfboard send this data to computer which located on land,this computer calculates users optimal body posture of next step based on Long Short Term Memory Network (LSTM).Lastly,this posture is shown on a big screen which faced to user,so people can be encouraged to learn surfing skills by themselves.On the other hand,computer controls water pumps to produce water waves, users can changes training difficulty level as they want.