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With the continuous development of Chinese economy and the continuous improvement of national living standards, the country’s emphasis on students’ physique has also increased. This has greatly breakthrough the conditions for health testing of students’ physique in our country. With the assistance of wireless sensors, students’ physical health quality monitoring has accurate data statistics and research. Hop positioning algorithm, compressed sensing matching tracking algorithm, and RSSI technology have been analyzed from the perspectives of students’ ideas, life, and learning, and school sports support. It is found that nearly 50% of students in a college are not very health-conscious, while only 26% have a good knowledge of health. In the 50 m running test, the average score for boys is  807 + 124   s , and the average for girls is  914 ± 108   s . The data is accurate to 0.01% with the help of wireless sensor technology. At the same time, combined with the testing data of sports events, we found that the physical fitness of students is generally low. This has a lot to do with the living habits of the students and the physical exercises in the school.

The Role of Wireless Sensors in the Quality Monitoring of Students’ Physical Fitness Tests under the Background of National Fitness