Convergence Analysis for the SMC-MeMBer and SMC-CBMeMBer Filters
Joint Authors
Lian, Feng
Chen, Hui
Li, Chen
Han, Chongzhao
Source
Journal of Applied Mathematics
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-25, 25 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-08-16
Country of Publication
Egypt
No. of Pages
25
Main Subjects
Abstract EN
The convergence for the sequential Monte Carlo (SMC) implementations of the multitarget multi-Bernoulli (MeMBer) filter and cardinality-balanced MeMBer (CBMeMBer) filters is studied here.
This paper proves that the SMC-MeMBer and SMC-CBMeMBer filters, respectively, converge to the true MeMBer and CBMeMBer filters in the mean-square sense and the corresponding bounds for the mean-square errors are given.
The significance of this paper is in theory to present the convergence results of the SMC-MeMBer and SMC-CBMeMBer filters and the conditions under which the two filters satisfy mean-square convergence.
American Psychological Association (APA)
Lian, Feng& Li, Chen& Han, Chongzhao& Chen, Hui. 2012. Convergence Analysis for the SMC-MeMBer and SMC-CBMeMBer Filters. Journal of Applied Mathematics،Vol. 2012, no. 2012, pp.1-25.
https://search.emarefa.net/detail/BIM-1028941
Modern Language Association (MLA)
Lian, Feng…[et al.]. Convergence Analysis for the SMC-MeMBer and SMC-CBMeMBer Filters. Journal of Applied Mathematics No. 2012 (2012), pp.1-25.
https://search.emarefa.net/detail/BIM-1028941
American Medical Association (AMA)
Lian, Feng& Li, Chen& Han, Chongzhao& Chen, Hui. Convergence Analysis for the SMC-MeMBer and SMC-CBMeMBer Filters. Journal of Applied Mathematics. 2012. Vol. 2012, no. 2012, pp.1-25.
https://search.emarefa.net/detail/BIM-1028941
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1028941
