Design and Comparison of MGS and LMS Maneuvering Target Tracking Algorithm

摘要：

With the background of maneuvering target tracking, based on analyzing Variable Structure Multiple Model (VSMM) algorithms, the main of research is Model Set Adaptation(MSA).A model group switching algorithm (MGS) and a likely model set(LMS) based on detecting the change of residuals are designed. At the given initial conditions with the movement characteristics of maneuvering target, the paper carries out Monte Carlo simulation experiments about strong maneuverable target using two algorithms. The simulation results show that the LMS algorithm has better tracking accuracy and stability than MGS algorithm. Meanwhile, the LMS algorithm costs less calculation time and is convenient for application.

关键词： maneuvering target VSMM MGS LMS

作者: LIU Gao-feng CHEN Jia-jun LU Xiao-lin WANG Hua-nan

作者单位: Department of Command Automation Naval University of Engineering WuHan, China

会议类型: 国际会议

会议名称: 2010 International Conference on Computer and Communication Technologies in Agriculture Engineering(计算机与通信技术在农业工程国际会议 CCTAE 2010)

会议地点: 成都

会议语种:英文

页码: 41-44

在线出版日期: 2010-06-12（万方平台首次上网日期，不代表论文的发表时间）