基于数据挖掘的舰船组合导航人机交互界面系统

Design of man-machine interface system for ship integrated navigation based on data mining

设计基于数据挖掘的舰船组合导航人机交互界面系统,精准挖掘有效导航信息,实现舰船组合导航人机交互,确保舰船航行安全。将采集导航信息与环境信息,利用自适应K中心点聚类算法挖掘有效导航信息与环境信息,生成最佳导航信息集,依据最佳导航信息集建立环境地图,利用改进遗传算法规划舰船路径完成舰船导航控制,通过控制显示模块呈现导航控制结果,完成人机交互。实验证明,该系统可有效完成舰船组合导航人机交互,精准挖掘有效导航信息与环境信息,可有效规划路径,避开障碍物,确保航行安全。

Design the human-computer interaction interface system of ship integrated navigation based on data mining,accurately mine the effective navigation information,realize the human-computer interaction of ship integrated navigation,and ensure the safety of ship navigation.It will collect navigation information and environment information,mine effective navigation information and environment information by using adaptive K-center clustering algorithm,generate the best navigation information set,establish the environment map according to the best navigation information set,use the improved genetic algorithm to plan the ship path to complete the ship navigation control,present the navigation control results through the control display module,and complete the human-computer interaction.Experiments show that the system can effectively complete the human-computer interaction of ship integrated navigation,accurately mine the effective navigation information and environmental information,effectively plan the path,avoid obstacles and ensure the safety of navigation.