Design And Implementation Of Intelligent Remote Monitotoring System For Pregnant Women

Prenatal examination is an important means to ensure the health of pregnant women and fetuses.It is very troublesome and suffering for Pregnant women go to hospital for pregnancy.In order to make pregnant women can keep abreast of their own health status even not to the hospital.In order to make pregnant women can still master their own health status even not in the pregnancy period.An intelligent remote monitoring system for pregnant women is designed for remote intelligent management of pregnant women's health.The system is a JavaWeb project and designed based on SpringMVC + Hibernate +Spring.The system is used to manage the personal information and physiological data of pregnant women,and according to the physiological data of pregnant women for intelligent monitoring.The main work of this thesis is as follows:First,the intelligent remote monitoring system of the pregnant women is analyzed.To determine the needs of the system and the overall structure.Secondly,the software of the system is designed.The software framework of the system is defined by SpringMVC + Hibernate + Spring,and the function module of the system is designed in detail.The function module includes a user management module,a data management module and an intelligent diagnosis module.Then,the system's database was designed.Thirdly,the intelligent algorithm of intelligent diagnosis module is researched and realized.The support vector machine is used to realize the intelligent algorithm.In order to obtain an more accurate intelligent algorithm model,the adaptive particle swarm algorithm is proposed to optimize the parameters.The above algorithm is experimented and the classification result is very good.Finally,the intelligent remote monitoring system for pregnant women was realized.According to the framework of the system,the system is divided into data persistence layer,service layer,control layer and view layer.Each layer is responsible for different tasks in the system.Using the dependency between the layer and the layer to achieve the function of the system,include the realization of user management module,data management module and intelligent diagnosis module.