• DocumentCode
    744426
  • Title

    An Adaptive ISAR-Imaging-Considered Task Scheduling Algorithm for Multi-Function Phased Array Radars

  • Author

    Yijun Chen ; Qun Zhang ; Ning Yuan ; Ying Luo ; Hao Lou

  • Author_Institution
    Inst. of Inf. & Navig., Air Force Eng. Univ., Xi´an, China
  • Volume
    63
  • Issue
    19
  • fYear
    2015
  • Firstpage
    5096
  • Lastpage
    5110
  • Abstract
    In multi-function phased array radar (MFPAR) systems, time and energy resources are allocated for different tasks so that the radar can perform various missions simultaneously. An effective scheduling algorithm is crucial to optimizing the overall performance of the MFPAR. There are various existing adaptive resource scheduling methods for the allocation of radar resources, but none of them consider the mission of imaging, a very important task. In this paper, an adaptive ISAR-imaging-considered task scheduling algorithm is proposed. Based on the sparse-aperture ISAR Compressive Sensing (CS) cognitive imaging techniques, the required resources for target imaging can be calculated from the online cognition of the target characteristics. Then the imaging mission is considered in the resource scheduling optimization model to realize adaptive allocation of radar resources and high-resolution imaging of multi targets. With the proposed algorithm, different tasks, such as tracking, searching and imaging, etc. can be implemented simultaneously, thus the radar efficiency is significantly improved. The effectiveness of the proposed method will be demonstrated by simulation experiments.
  • Keywords
    compressed sensing; optimisation; phased array radar; radar imaging; resource allocation; scheduling; synthetic aperture radar; MFPAR systems; adaptive ISAR imaging; energy resource allocation; multifunction phased array radar systems; online target characteristics cognition; radar efficiency improvement; radar resource allocation; resource scheduling optimization model; sparse-aperture ISAR compressive sensing cognitive imaging techniques; target imaging; task scheduling algorithm; time resource allocation; Imaging; Radar imaging; Radar tracking; Resource management; Scheduling algorithms; Signal processing algorithms; Adaptive task scheduling algorithm; compressed sensing; inverse synthetic aperture radar imaging; phased array radar;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2015.2449251
  • Filename
    7131589