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Joint Beam Selection and Dwell Time Allocation for Multi-target Tracking in Phased Array Radar System

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  • Additional Information
    • Publication Information:
      China Science Publishing & Media Ltd. (CSPM), 2017.
    • Publication Date:
      2017
    • Collection:
      LCC:Electricity and magnetism
    • Abstract:
      Phased array radar can simultaneously form multiple beams that can scan without inertia allowing for flexible pointing. In this paper, we propose a joint beam and dwell time allocation strategy for multi-target tracking in a phased array radar system to achieve multi-target tracking with less system resources. First, we formulate an optimization problem for minimizing the total dwell time on all targets while guaranteeing to meet a predetermined target-tracking accuracy requirement. The Bayesian Cramer-Rao Lower Bound (BCRLB) is introduced as the tracking performance metric since it provides a lower bound for the error of target state estimate. Second, after proving the optimization problem is nonconvex, we propose a two-step decomposition algorithm which is first to determine the beam pointing and then allocate the beam dwell time to solve it. Finally, we achieve multi-target tracking based on the resource allocation results. Simulation results show that our optimization strategy is effective in saving resources and is favorable for achieving a better tracking performance of worse targets as compared to an operating mode wherein uniform resource allocation occurs.
    • File Description:
      electronic resource
    • ISSN:
      2095-283X
    • Relation:
      http://radars.ie.ac.cn/fileup/HTML/R17045.htm; https://doaj.org/toc/2095-283X
    • Accession Number:
      10.12000/JR17045
    • Accession Number:
      edsdoj.174ae4f24fecbbabe2fc04ea609d