By and large, tantamount games were pursued and accumulated by various gatherings in various regions of the planet, prompting the improvement of a great many ethnic sports. Rivalry results for competitors are impacted by a wide assortment of conditions. It is trying for mentors to rapidly get more exact sports execution expectation discoveries and comparing data investigation utilizing the traditional technique, making it inconceivable for them to concoct designated and logical preparation run plans for players' issues. Thus, in this exploration, we construct a model to foresee athletic execution and afterward test and dissect it utilizing data from different sources, all with the assistance of the BP neural organization procedure. The exploratory outcomes show that the BP neural organization technique beats the BP neural organization as far as combination speed and can achieve the normal blunder exactness in a more limited measure of time. Simultaneously, this paper combines the fields of wireless sensor networks and sports preparing to introduce a keen sports preparing framework that works on the back of such networks.