With the popularization of augmented reality technology in the field of teaching, the development from traditional teaching display to classroom application has greatly promoted the information-based teaching work. The work of this study is to use augmented reality technology in a wireless communication environment to apply to handball guidance. In this study, 13 handball teachers (coaches) and 103 student athletes were selected as subjects from seven traditional handball schools in our state. All subjects were tested in the Kolb learning style test scale (klsi 1985). It is divided into four groups: group A, group B, group C, and group D, depending on the various learning styles. These correspond to type of variance, type of assimilation, type of convergence, and type of adaptation. In this study, experimental staff were divided into two groups: a traditional learning control group and an experimental group of AR technology education. The results show that the improvement value of the experimental group before and after learning is 8.65, while that of the control group is 5.625. In terms of knowledge and skills, process and method, and emotional attitude, the use of AR makes assimilative and convergent learners have better learning performance than decentralized and adaptive learners. The conclusion is that the effect of augmented reality technology under wireless communication is excellent and effective in handball teaching. This study provides a new method for intelligent teaching.