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分布式航迹融合中约束方差滤波的容许基线测量误差

吴允刚 唐振民

南京理工大学学报(自然科学版)2016,Vol.40Issue(3):262-266,5.
南京理工大学学报(自然科学版)2016,Vol.40Issue(3):262-266,5.DOI:10.14177/j.cnki.32-1397n.2016.40.03.002

分布式航迹融合中约束方差滤波的容许基线测量误差

Admissible baseline measurement error of variance-constrained filter in distributed track fusion

吴允刚 1唐振民1

作者信息

  • 1. 南京理工大学计算机科学与工程学院,江苏南京210094
  • 折叠

摘要

Abstract

To determine the baseline measurement device in distributed track fusion , admissible baseline measurement errors with given constrained variance is researched .A convergence condition of the stability of the estimation error covariance matrix is derived based on the steady-state Kalman filter theory .A steady-state Kalman filter design method satisfying the desired requirements is proposed using a linear matrix inequality ( LMI ) method.Designers can choose a cheaper baseline measurement device with lower precision to satisfy the system design accuracy .A numerical example shows the efficiency of the proposed approach .

关键词

分布式融合/航迹/基线测量设备/稳态Kalman滤波器/线性矩阵不等式

Key words

distributed fusion/track/baseline measurement devices/steady-state Kalman filter/linear matrix inequality

分类

计算机与自动化

引用本文复制引用

吴允刚,唐振民..分布式航迹融合中约束方差滤波的容许基线测量误差[J].南京理工大学学报(自然科学版),2016,40(3):262-266,5.

基金项目

国家自然科学基金 ()

南京理工大学学报(自然科学版)

OA北大核心CSCDCSTPCD

1005-9830

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