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In view of the differences and uniqueness of intelligence between people, the application of new educational thoughts is the need of the time; in the educational atmosphere created by the intelligent environment, it is urgent to seek a path of integration and symbiosis. This article takes the development of children's sports driven by the intelligent education project as the main research object, selects our city's children's football as the representative of sports events to carry out case studies, and uses the spectrum education program to explore the intelligent development of intelligent children with logical and mathematical advantages in the field of sports. This paper designs a data fusion method for homogeneous smart sensors. The correlation degree of the nodes in the continuous sampling period is obtained by defining the spatial correlation coefficient, and the confidence value and coherent degree of integration are obtained by applying the angle of attraction between nodes in the definition of fusion strategy in the evaluation of neighborhood, and lastly, the node coefficient of weight is reallocated to validate the fused expression. The feasibility of the simulation is used to confirm the trustworthiness of the solution. Based on the development status of children’s physical education, this article uses intelligent mobile networks to find out the problems in the physical education classes of kindergarten teachers and the problems that are not compatible with the development of children’s physical education. The kindergarten normal students receive targeted physical education and acquire solid professional skills. The study indicates that the percentage of basic motor and basic motility classes in the city's kindergartens is 100%, suggesting that all preschools in the city operate fundamental motor practice classes for a group of children. They have fully realized that basic movement exercises have an impact on children’s body shape.

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Children physical activity is an important guarantee for children's physical and mental health. Understanding the relevant influencing factors of children physical activity in family is related to the healthy growth of children and the happy life of families. Based on social exchange theory and the structural equation model, this study investigated the influencing factors of children physical activity in family. The results showed that government had a significant negative impact on parents’ perceived risks. Community has a significant positive effect on parents’ perceived benefits and a significant negative effect on parents’ perceived risks. Kindergarten has a significant positive effect on parents’ perceived benefits, but has no significant effect on the parents’ perceived risks. Children sports club has a significant positive effect on parents’ perceived benefits. Parents’ perceived benefits has a significant positive impact on children physical activity in family, while perceived risks has a significant negative impact. Based on this, the government should play a leading role in the development of children physical activity in family. Community provides supplementary support. Kindergarten is the key point of developing children physical activity in family. Children sports club is the auxiliary force of children physical activity in family.