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A Filtering Algorithm for Maneuvering Target Tracking Based on Smoothing Spline Fitting
Joint Authors
Liu, Yunfeng
Suo, Jidong
Liu, Xiaoming
Karimi, Hamid Reza
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-02-06
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
Maneuvering target tracking is a challenge.
Target’s sudden speed or direction changing would make the common filtering tracker divergence.
To improve the accuracy of maneuvering target tracking, we propose a tracking algorithm based on spline fitting.
Curve fitting, based on historical point trace, reflects the mobility information.
The innovation of this paper is assuming that there is no dynamic motion model, and prediction is only based on the curve fitting over the measured data.
Monte Carlo simulation results show that, when sea targets are maneuvering, the proposed algorithm has better accuracy than the conventional Kalman filter algorithm and the interactive multiple model filtering algorithm, maintaining simple structure and small amount of storage.
American Psychological Association (APA)
Liu, Yunfeng& Suo, Jidong& Karimi, Hamid Reza& Liu, Xiaoming. 2014. A Filtering Algorithm for Maneuvering Target Tracking Based on Smoothing Spline Fitting. Abstract and Applied Analysis،Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-1033534
Modern Language Association (MLA)
Liu, Yunfeng…[et al.]. A Filtering Algorithm for Maneuvering Target Tracking Based on Smoothing Spline Fitting. Abstract and Applied Analysis No. 2014 (2014), pp.1-6.
https://search.emarefa.net/detail/BIM-1033534
American Medical Association (AMA)
Liu, Yunfeng& Suo, Jidong& Karimi, Hamid Reza& Liu, Xiaoming. A Filtering Algorithm for Maneuvering Target Tracking Based on Smoothing Spline Fitting. Abstract and Applied Analysis. 2014. Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-1033534
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1033534