复数域HRRP图像识别综合仿真平台设计  

Design of Integrated Simulation Platform for HRRP Image Recognition in Complex Domain

作　　者：赵晅 泮益恒 ZHAO Xuan;PAN Yiheng(Naval University of Engineering,Wuhan 430022;No.92916 Troops of PLA,Sanya 572000)

机构地区：[1]海军工程大学,武汉430022 [2]92916部队,三亚572000

出　　处：《舰船电子工程》2019年第8期103-107,共5页Ship Electronic Engineering

摘　　要：结合基于概率主成分分析(Probabilistic Principal Component Analysis,PPCA)模型的高分辨率一维距离像(High Resolution Range Profiles,HRRP)目标识别流程,出于辅助进行研究、降低开展实验时数据准备与平台搭建复杂度的功能需求,利用Matlab appdesigner设计完成了一套综合仿真平台。该平台能够实现对单极化以及全极化复数域HRRP的数据仿真,并且能够进行目标分类识别和识别性能评估,为后续研究的开展打下了坚实的基础。Combined with the High Resolution Range Profiles(HRRP)target recognition process based on Probabilistic Principal Component Analysis(PPCA)model,this paper designs a set of integrated simulation platform by Matlab appdesigner for the purpose of assisting in research and reducing the complexity of data preparation and platform construction during the experiment.This platform can realize the HRRP data simulation of single polarization and full polarization in complex domain,and can carry out target classification recognition and recognition performance evaluation,laying a solid foundation for the subsequent research.

关 键 词：高分辨率一维距离像 概率主成分分析 目标识别 综合仿真平台 MATLAB appdesigner 

分 类 号：TP391.9[自动化与计算机技术—计算机应用技术]