Design of intelligent airborne soldier physical training system based on human body composition analysis
10.19745/j.1003-8868.2025023
- VernacularTitle:基于人体成分分析的智能化空降兵军事体能训练系统设计
- Author:
Lin YANG
1
;
Zheng LIU
;
Yu-shan YE
;
Jian-fei PANG
;
Jing HE
;
Xuan-zi ZHOU
;
Qiong WANG
;
Xin-sheng CAO
;
Tao LIU
Author Information
1. 解放军95829部队医院,武汉 430012;空军军医大学航空航天医学系,西安 710032
- Publication Type:Journal Article
- Keywords:
airborne soldier;
military physical fitness;
military physical training;
analysis of human body composition;
intel-ligent training
- From:
Chinese Medical Equipment Journal
2025;46(2):16-23
- CountryChina
- Language:Chinese
-
Abstract:
Objective To design an intelligent airborne soldier physical training system based on human body composition analysis to solve the problems in diversity of training mode,targeted training plan and high incidence of military training-related injuries.Methods The intelligent airborne military physical training system was designed with B/S architecture and developed with Python language,which was composed of four functional modules for airborne soldier information acquisition,trainee physical fitness state assessment,physical fitness training program recommendation and airborne soldier physical fitness training program evaluation.The airborne soldier information acquisition module collected and analyzed the trainee physiological parameter information with a human body composition analyzer,clarified the parameter characteristics related to physical training with considerations on military physical training requirements and constructed a trainee physical fitness assessment parameter model;the trainee physical fitness state assessment module established an evaluation model based on machine learning to realize stage-by-stage physical fitness evaluation for airborne soldiers;the physical fitness training program recommendation module was constructed based on the physical training feature similarity algorithm and graph embedding theory to provide decision making assistance for program development of airborne military physical training;the airborne soldier physical fitness training program evaluation module compared the physical fitness and evaluation results before and after training by means of list and chart,and updated the training program based on the evaluation results by calling the physical training program recommendation module.Results The intelligent airborne soldier physical training system contributed to forming an individualized physical fitness training recommendation mechanism after trainee body evaluation,modifying training program based on comparison and feedback for stage-by-stage training evaluation,so as to decrease the incidence of military training-related injuries while increasing the training efficiency.Conclusion The system developed improves airborne soldier physical training in rationality and reliability,and provides references for intelligent military training of the PLA.[Chinese Medical Equipment Journal,2025,46(2):16-23]
