基于SVM的短波收信智能监测软件的设计与实现  

Design and Implementation of Intelligent Monitoring Software for Short Wave Receiving System Based on SVM

作　　者：向奕雪 陈斌[1] 罗勇[1] XIANG Yixue;CHEN Bin;LUO Yong(Naval University of Engineering,Wuhan 43003)

机构地区：[1]海军工程大学,武汉430033

出　　处：《计算机与数字工程》2018年第9期1796-1801,共6页Computer & Digital Engineering

摘　　要：在对短波收信系统运行状况进行智能监测、分析和判别过程中,为了使用户能够快速准确地获取系统实时运行状态,研究并设计了一种具有远程控制与数据采集、智能状态判别与分析功能的监测与诊断软件,并详细给出了软件开发中的关键技术及其实现结果。在软件实现中采用Visual C#提供的Socket类进行编程,实现了多线程异步通信,构建了监测数据库,建立了基于PSO-SVM算法的智能诊断模型,为现有的短波收信系统监测提供了一套完善的软件系统设计与解决方案。In the process of intelligent monitoring,analysis and discrimination on short wave receiving system,in order to enable users to quickly and accurately acquire real-time running state of the system,this paper studies and designs a set of monitoring and diagnosis software with function of remote control and data acquisition,intelligent status discrimination and analysis,and introduces the key technologies of software development and implementation results in detail. The software realizes multi-thread asynchronous communication by using Socket programming in Visual C#,builds a database of monitoring,establishes intelligent diagnosis model based on PSO-SVM intelligent algorithm,provides a complete software system design solutions for existing short wave receiving monitoring system.

关 键 词：智能监测 故障诊断 数据管理 SVM 

分 类 号：TP181[自动化与计算机技术—控制理论与控制工程]