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An Adaptive IMM Algorithm for a PD Radar with Improved Maneuvering Target Tracking Performance
Remote SensingA pulse-Doppler (PD) radar has the advantage of strong anti-interference ability, and it is often used as a solution for maneuvering target tracking.
Wenwen Xu +4 more
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A PCR-BIMM filter For Maneuvering Target Tracking [PDF]
2010 13th International Conference on Information Fusion, 2014 In this paper we show how to correct and improve the Belief Interacting Multiple Model filter (BIMM) proposed in 2009 by Nassreddine et al. for tracking maneuvering targets.
Benjamin Pannetier, Jean Dezert
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Multi-Maneuvering Target Tracking Based on a Gaussian Process. [PDF]
Sensors (Basel)Aiming at the uncertainty of target motion and observation models in multi-maneuvering target tracking (MMTT), this study presents an innovative data-driven approach based on a Gaussian process (GP).
Zhao Z, Chen H.
europepmc +2 more sources
Study on Maneuvering Target On-axis Tracking Algorithm of Modified Current Statistical Model
MATEC Web of Conferences, 2018 Aiming at the model adaptability and the filter precision on the maneuvering target on-axis tracking, The paper put forward a filter algorithm based on modified current statistical model.
Zhenkai Xiong, Fanying Li, Lei Zhang
doaj +2 more sources
An Efficient Algorithm for Maneuvering Target Tracking
IEEE Signal Processing Magazine, 2021 Maneuvering target tracking is an important technology in engineering applications [1]-[3]. The traditional methodologies for designing it can be divided into two categories: modelbased and model-free algorithms.
Arman kheirati Roonizi
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A message passing approach for multiple maneuvering target tracking [PDF]
Signal Processing, 2020 This paper considers the problem of detecting and tracking multiple maneuvering targets, which suffers from the intractable inference of high-dimensional latent variables that include target kinematic state, target visibility state, motion mode-model association, and data association. A unified message passing algorithm that combines belief propagation
Hua Lan +4 more
openaire +4 more sources
Applied Sciences, 2019 High-maneuvering target tracking is a focused application area in radar positioning and military defense systems, especially in three-dimensional space.
Qi Deng, Gang Chen, Huaxiang Lu
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Asymmetrical Gating with Application on Maneuvering Target Tracking [PDF]
Applied Computational Intelligence and Soft Computing, 2012 A new asymmetrical gate with application in target tracking is proposed. Proposed gate has asymmetric shape that has large probability of target detection in the gate and has more advantages compared with elliptical gate.
Farzad Hashemzadeh
core +3 more sources
A Constant Speed Changing Rate and Constant Turn Rate Model for Maneuvering Target Tracking [PDF]
Sensors, 2014 This paper addresses the problem of modeling maneuvering target motion in tracking applications. A target trajectory can typically be divided into segments with different dynamic motion modes, such as a constant velocity motion, a constant acceleration ...
Guan Zhai, Huadong Meng, Xiqin Wang
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Ensemble of KalmanNets for Maneuvering Target Tracking
2024 27th International Conference on Information Fusion (FUSION)Tracking a maneuvering target requires the modeling of the target's movements by multiple pre-defined mathematical models. However, the uncertainty in the target's dynamics can lead traditional model-based (MB) tracking algorithms to significant ...
Mari M., Snidaro L.
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