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Resource Allocation Schemes for Multiple Targets Tracking in Distributed MIMO Radar Systems
Joint Authors
Source
International Journal of Antennas and Propagation
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-07-30
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
Considering the demands of different location accuracy for multiple targets tracking, performance-driven resource allocation schemes in distributed MIMO radar system are proposed.
Restricted by the tracking antenna number, location estimation mean-square error (MSE), and target priorities, an optimization problem of the minimal antenna subsets selection is modeled as a knapsack problem.
Then, two operational schemes, modified fair multistart local search (MFMLS) algorithm and modified fair multistart local search with one antenna to all targets (MFMLS_OAT) algorithm, are presented and evaluated.
Simulation results indicate that the proposed MFMLS and MFMLS_OAT algorithm outperform the existing algorithms.
Moreover, the MFMLS algorithm can distinguish targets with different priorities, while the MFMLS_OAT algorithm can perform the tracking tasks with higher accuracy.
American Psychological Association (APA)
Song, Xiyu& Zheng, Nae& Bai, Ting. 2017. Resource Allocation Schemes for Multiple Targets Tracking in Distributed MIMO Radar Systems. International Journal of Antennas and Propagation،Vol. 2017, no. 2017, pp.1-12.
https://search.emarefa.net/detail/BIM-1159099
Modern Language Association (MLA)
Song, Xiyu…[et al.]. Resource Allocation Schemes for Multiple Targets Tracking in Distributed MIMO Radar Systems. International Journal of Antennas and Propagation No. 2017 (2017), pp.1-12.
https://search.emarefa.net/detail/BIM-1159099
American Medical Association (AMA)
Song, Xiyu& Zheng, Nae& Bai, Ting. Resource Allocation Schemes for Multiple Targets Tracking in Distributed MIMO Radar Systems. International Journal of Antennas and Propagation. 2017. Vol. 2017, no. 2017, pp.1-12.
https://search.emarefa.net/detail/BIM-1159099
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1159099