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The Tracking Algorithms for Non-maneuvering Target and Maneuvering Target
2012 Fifth International Symposium on Computational Intelligence and Design, 2012The most commonly used methods of target tracking in the linear system is Least Square Filtering, Kalman filtering and Interacting Multiple Model(IMM). in this article, we use Least Square Algorithm and the Interacting Multiple Model (IMM) to study the tracking of non-maneuvering target and maneuvering target.
Yikang Yang, Tanglin Xie, Xue Li, Yi Lu
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Robust Detection of Target Maneuvers
2006 9th International Conference on Information Fusion, 2006This paper is concerned with the development of information processing for robust detection of target maneuvers. Indeed, the price to pay for having good performance for target maneuver detection is to accept that the event that a target maneuver will be falsely detected will be not so infrequent.
Jean Michel Vanpeperstraete +1 more
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A tracking algorithm of maneuvering targets
[1992] Proceedings of the 31st IEEE Conference on Decision and Control, 1993A methodology for the tracking of maneuvering targets is presented. The authors' algorithm uses a quickest detection scheme based on the innovation sequence that minimizes the maneuver detection delay. Their approach also includes a recursive technique to maneuver magnitude estimation and a modified Kalman filter that incorporates the maneuver ...
T.C. Wang, P.K. Varshney
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Smoothing for maneuvering target tracking
2006 9th International Conference on Information Fusion, 2006Smoothing algorithms for maneuvering target tracking with nonlinear target dynamic and measurement equations are described and investigated. Target motion is represented using a multiple model approach. Techniques based on the interacting multiple model filter (IMMF), hypothesis pruning and maximum a posteriori (MAP) estimation of the maneuvering mode ...
Mark R. Morelande, Branko Ristic 0001
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Attention-Based Maneuver-Aware Tracking Network for Maneuvering Target Tracking
IEEE Signal Processing LettersJiahao Kang, Haohao Ren, Lin Zou
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The PMHT for maneuvering targets
Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207), 1998Via the EM algorithm and a slight modification of the usual target-tracking assumptions, the probabilistic multi-hypothesis tracker (PMHT) of Streit and Luginbuhl (1995) combines data-association and filtering to a simple, elegant, and efficient iterative procedure.
Y. Ruan, P. Willett, R. Streit
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Target tracking in maneuver centered coordinates
Proceedings of the 1988 IEEE National Radar Conference, 1989Aircraft targets normally maneuver on circular paths which has led to tracking filters based on circular turns. The authors introduce a new coordinate system to track circular maneuvers with a simple Kalman filter. When the maneuver is detected the tracker switches to a polar coordinate system located at the center of the maneuver.
J.A. Roecker, C.D. McGillem
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An analysis of tracking gate for maneuvering targets
Proceedings of the 41st SICE Annual Conference. SICE 2002., 2003It is important for a maneuvering target tracking to decide an proper gatesize parameter d in clutter environment. There are 2 problems to set gatesize parameter. One of the problems is that d set for a target in cluttered environment, the other is that d set for a maneuvering target.
Matsuzaki, Takashi +2 more
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Research on Navigation Based on Target Maneuver
2019 14th International Conference on Computer Science & Education (ICCSE), 2019The performance of PN and APN was compared in this paper, especially the guidance system with acceleration saturation. The results show that the acceleration of the missile using PN must be 5 times higher than that of the target in order to intercept successfully, however, the acceleration using APN need only 2 times than target maneuver and can gain ...
Xiaoli Qin, Ming Liu, Ming Yang
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Maneuvering frequency adaptive algorithm of maneuvering target tracking
2013 Fourth International Conference on Intelligent Control and Information Processing (ICICIP), 2013The current statistical model is one of most effective method for maneuvering target tracking. It's the mean acceleration model and it reflects the variation of target's maneuvering rang and the intensity more practically . However, the frequency of maneuvering α , which represents the variation of target maneuvering, needs to be predefined and it won ...
Liang Chen +3 more
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