Many problems involve joint decision and estimation, where qualities of decision and
estimation affect each other. This paper proposes an integrated approach based on a new …

The high computational complexity of existing joint tracking and classification (JTC)
algorithms hampers their application. After presenting a new description of the JTC problem …

联合目标跟踪与分类(JTC) 技术是信息融合领域新兴的一个研究方向. 其基本思想是:
通过在目标跟踪器和目标分类器之间进行双向信息交互, 来同时有效地提高目标的跟踪精度和 …

Simultaneous multi-target tracking and identification using multiple radar sensors is
advantageous to offer more reliable real-time information for situation assessment, resource …

This thesis presents a novel aspect and polarization invariant electromagnetic target
recognition technique in resonance region based on use of MUSIC algorithm for the …

This paper solves the problem of joint tracking and classification of weak targets using multi-
frame joint processing technology. Weak targets are easily submerged in background noise …

Joint tracking and classification (JTC) is rapidly gaining momentum recently. Algorithms
have been proposed for this problem. However, performance of tracking and classification …

When Decision Meets Estimation: Theory and Applications Page 1 When Decision Meets
Estimation: Theory and Applications A Dissertation Submitted to the Graduate Faculty of the …

A target estimator that properly conditions measurement variates in the case of a series of
sensor measurements collected against a target, a system model that captures visible and …

Dans le cadre de la surveillance maritime ou terrestre par radar aéroporté, l'un des
principaux objectifs est de détecter et de poursuivre une grande diversité de cibles au cours …