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卡尔曼动态规划机动目标检测前跟踪方法

岳帅 孔令讲 杨建宇 易伟

现代雷达2011,Vol.33Issue(6):58-64,7.
现代雷达2011,Vol.33Issue(6):58-64,7.

卡尔曼动态规划机动目标检测前跟踪方法

Kalman Dynamic Programming Track Before Detect Algorithm for Detecting Maneuvering Targets

岳帅 1孔令讲 1杨建宇 1易伟1

作者信息

  • 1. 电子科技大学电子工程学院,成都,611731
  • 折叠

摘要

Abstract

Because of fixed transition step traditional dynamic programming algorithm has a poor performance wien detecting maneuvering targets. In this paper a kalman dynamic programming algorihtm has been proposed to improve detecting performance for detecting turn targets, which is one type of the maneuvering targets. This new algorithm makes use of state prediction operation in Kalman filtering to change the transition step in traditional DP algorithm adaptively, so as ro avoid the disadvantages caused by mismatching between transition step and target velocity when detecting turn targets. Based on the results of target state estimation error analyzing of this algorithm, this paper gives out an error compensation method. Simulation results show that after compensating this propsoed algorithm has an exceUent performance.

关键词

检测前跟踪/动态规划算法/卡尔曼滤波/转弯运动目标

Key words

track before detect/ dynamic programming algorithm/ Kalman filitering/ tum targets

分类

信息技术与安全科学

引用本文复制引用

岳帅,孔令讲,杨建宇,易伟..卡尔曼动态规划机动目标检测前跟踪方法[J].现代雷达,2011,33(6):58-64,7.

基金项目

总装预研基金资助项目 ()

现代雷达

OA北大核心CSCDCSTPCD

1004-7859

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