Study on Maneuvering Target Trajectory Simulation and Tracking Based on IMM algorithm

نویسندگان

چکیده

Abstract On the background of air defense missile which use radar command guidance, this article focuses on maneuvering target trajectory simulation and tracking problem by considering possible modes overload. Taking Serpentine (S maneuvering) as an example, is simulated based overload using stepwise design method, data are measured through sensor models. Since single model cannot motion exactly, estimation addressed combining interacting multiple algorithm unscented Kalman filter algorithm, so to study applications in systems. The effectiveness demonstrated with data.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

S-IMM: Switched IMM Algorithm for Maneuvering Target Tracking

For maneuvering target tracking problem, interacting multiple model (IMM) algorithm performs better than single model algorithm, however, it also has some shortcomings. This study is devoted to propose a high accurate IMM algorithm. An improved IMM algorithm, named Switched IMM(S-IMM), is proposed. The S-IMM algorithm consists of two independent IMM filters with different model sets, CV(constan...

متن کامل

IMM Algorithm Using Intelligent Input Estimation for Maneuvering Target Tracking

A new interacting multiple model (IMM) algorithm using intelligent input estimation (IIE) is proposed for maneuvering target tracking. In the proposed method, the acceleration level for each sub-model is determined by IIE-the estimation of the unknown target acceleration by a fuzzy system using the relation between the residuals of the maneuvering filter and the non-maneuvering filter. The gene...

متن کامل

Information Fusion of Airborne radar and ESM for maneuvering target tracking system based on IMM-BLUE

In order to make full use of measurement information provided by sensors on the aerial carriers and efficiently make maneuvering target tracking under complicated conditions, this paper studies tracking methods of joint maneuvering target by airborne radar and Electronic Support Measure (ESM). Based on Interacted Multiple Model-Blue Linear Unbiased Estimation (IMM-BLUE) algorithm, this paper we...

متن کامل

H Filter and IMM Algorithm Applied On Target Tracking Problem

This paper discusses a new method of HIMM for the target tracking problem. This new method is a combination of the H∞ filter and the interactive multiple model (IMM) algorithm. The sub-filters of IMM algorithm are based on Kalman filter, in which the noise statistical characteristic should been known exactly, and in fact we only can get its approximatively models that worsen the performance of ...

متن کامل

GA-JPDA-IMM-PF Algorithm for Tracking Highly Maneuvering Targets

In this paper, we present an interesting filtering algorithm to perform accurate estimation in jump Markov nonlinear systems, in case of multi-target tracking. With this paper, we aim to contribute in solving the problem of modelbased body motion estimation by using data coming from visual sensors. The Interacting Multiple Model (IMM) algorithm is specially designed to track accurately targets ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of physics

سال: 2023

ISSN: ['0022-3700', '1747-3721', '0368-3508', '1747-3713']

DOI: https://doi.org/10.1088/1742-6596/2460/1/012002