Tracking maneuvering and bending extended target in cluttered environment

被引:20
作者
Dezert, J [1 ]
机构
[1] Off Natl Etud & Rech Aerosp, DTIM, MCT, F-92320 Chatillon, France
来源
SIGNAL AND DATA PROCESSING OF SMALL TARGETS 1998 | 1998年 / 3373卷
关键词
target tracking; maneuvering target; extended target; bending target; cluttered environment; pattern recognition; data association; interacting multiple model; point pattern matching; inexact matching; affine transformation; registration; maximum matching pairs support;
D O I
10.1117/12.324644
中图分类号
V [航空、航天];
学科分类号
08 [工学]; 0825 [航空宇航科学与技术];
摘要
There has been a growing interest in tracking maneuvering point-targets since the last decade. Up to now however, no algorithm has been proposed for tracking maneuvering and bending extended target in clutter. We develop in this paper a new approach based on Interacting Multiple Model (IMM) combined with a new Fast Point Pattern Matching (FPPM) algorithm to solve this new tracking problem. Simulation results for a bending target having four dynamic models and possibly two point-patterns are given to illustrate the ability of this new approach to track a maneuvering and bending extended target in 2D space.
引用
收藏
页码:283 / 294
页数:12
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