Design Of A Rehabilitation Training System For Children With Autism Based On Kinect

Autism is a disease with extensive neurodevelopmental disorders in childhood.It is accompanied by language disorders,social interaction disorders,and narrow interests and stereotyped behaviors.However,education and intervention are the only way for rehabilitation treatment of autism.With the development of somatosensory technology,Kinect has gradually been applied to the rehabilitation of autism with its natural human-computer interaction.Its rehabilitation effect has also been widely confirmed.This study designed a Sense of Rehabilitation System for children with autism and conducted an experimental demonstration of its rehabilitation effects.The specific research work includes the following aspects:First,the article was aimed at the current status of children with autism,combined with mainstream intervention therapy,and based on Kinect for children with autism.The Sense of Rehabilitation System involves the training of children with autism,such as language communication,behavioral movement,daily life,and sensory integration,and it has improved the shortcomings of previous rehabilitation training.The system also has designed a variety of game mode choices to meet the individualized needs of rehabilitation training for children with autism.The design of data management module realizes the function of real-time storage of game data.Second,the article used the C# programming language,SQL Server database,and developed a Sense of Rehabilitation System for children with autism.During the development process,Kinect's image acquisition,coordinate transformation,Skeletons tracking,motion recognition,and speech recognition methods were used.Moreover,the development of the data management module satisfies the requirements for the management and analysis of game data.Third,using the CARS and PEDI as evaluation tools,the subjects were divided into experimental group and control group,and made the contrast before and after the experiment.Through the analysis of the score data of CARS,we found that the comprehensive ability of children in the experimental group increased significantly(0.01<P<0.05).But the ability of children in the control group who did not receive training was not significantly increased(P>0.05).By analyzing the score data of PEDI,we found that the children's ability in language exchange,behavioral activities and daily life were significantly increased in the experimental group(P<0.01/P<0.05).However,the children in the control group had no significant improvement in their abilities(P>0.05).The results showed that the Somatosensory rehabilitation training system had a good rehabilitation effect on children with autism,and the stability of the system in the experiment was also verified.In summary,this paper focuses on the design of somatosensory game modules for somatosensory recovery systems,the design of data management modules,and the analysis of system rehabilitation effects.Using related technologies,the system application program was designed and developed to meet the needs of children with autism.The demand for training and rehabilitation has a strong practical significance.