From the popularity of home fitness during the epidemic, and combined with the policy background of intelligence, medical treatment, sports, and health, this paper aims to understand the research status and development trend of intelligent fitness based on somatosensory interaction and related technologies. Taking Cnki database and Web of science database as data sources, using scientific metrology methods, CiteSpace and VOSviewer document data visual analysis software is used to draw the knowledge map of