An Efficient Approach for Target Tracking and Error Minimization by Kalman Filtering Technique

W.A. Qureshi, R. Khan, M. Ahmed, A. Bashir
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引用次数: 1

Abstract

Target tracking and size estimation have always been an active field of research because of its widely spread applications in navigational, air defense and missile interception systems, etc. In this paper error-minimization and to increase hit probability has been focused keeping in view the limitations imposed by practical constraints. An efficient practical approach has been modeled and tested practically in this research work, which tackles a maneuvering target and its dynamics in real time. The proposed approach develops a dynamic control for target tracking and its operation is based on dynamic switching of dynamic models.
一种基于卡尔曼滤波的目标跟踪与误差最小化方法
目标跟踪与尺寸估计在导航、防空、导弹拦截等系统中有着广泛的应用,一直是一个活跃的研究领域。考虑到实际约束条件的限制,本文重点研究了最小化误差和提高命中概率的问题。本研究为实时处理机动目标及其动力学问题提供了一种有效的实用方法,并进行了实践验证。提出了一种基于动态模型动态切换的目标跟踪动态控制方法。
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