Journal of Terahertz Science and Electronic Information Technology , Volume. 20, Issue 4, 340(2022)

Cognitive target detection method based on tracking information

LIU Hongliang*, ZHANG Sisi, ZHAO Qingyuan, and YUE Kai
Author Affiliations
  • [in Chinese]
  • show less
    References(12)

    [1] [1] BARTON D K. Radar system analysis and modeling[M]. Artech House, 2004.

    [3] [3] GUI R,WANG W Q,PAN Y,et al. Cognitive target tracking via angle-range-Doppler estimation with transmit subaperturing FDA radar[J]. IEEE Journal of Selected Topics in Signal Processing, 2018,12(1):76-89.

    [5] [5] YAN J,PU W,ZHOU S,et al. Collaborative detection and power allocation framework for target tracking in multiple radar system[J].Information Fusion, 2020,55:173-183.

    [6] [6] ELBIR A M,MISHRA K V,ELDAR Y C. Cognitive radar antenna selection via deep learning[J]. IET Radar, Sonar & Navigation,2019,13(6):871-880.

    [7] [7] FORTMANN T, BAR-SHALOM Y, SCHEFFE M, et a1. Detection thresholds of tracking in clutter-a connection between estimation and signal processing[J]. IEEE Transactions on Automatic Control, 1985,30(3):221-229.

    [8] [8] SCHUSTER M, REUTER J, WANIELIK G. Probabilistic data association for tracking extended targets under clutter using random matrices[C]//18th International Conference on Information Fusion. Washington DC:IEEE, 2015:961-968.

    [9] [9] LI X R, BAR-SHALOM Y. Detection threshold selection for tracking performance optimization[J]. IEEE Transactions on Aerospace and Electronic Systems, 1994,30(3):742-749.

    [10] [10] GELFAND S B,FORTMANN T E,BAR-SHALOM Y. Adaptive detection threshold optimization for tracking in clutter[J]. IEEE Transactions on Aerospace and Electronic Systems, 1996,32(2):514-523.

    [11] [11] ASLAN M S, SARANLA, BAYKAL B. Tracker-aware adaptive detection: an efficient closed-form solution for the Neyman-Pearson case[J]. Digital Signal Processing, 2010,20(5):1468-1481.

    [12] [12] ASLAN M S,SARANLI A. Threshold optimization for tracking a nonmaneuvering target[J]. IEEE Transactions on Aerospace and Electronic Systems, 2011,7(4):2844-2859.

    [13] [13] ASLAN M S, SARANLI A. A tracker-aware detector threshold optimization formulation for tracking maneuvering targets in clutter[J]. Signal Processing, 2011:91(9):2213-2221.

    [14] [14] WILLETT P, NIU R, BAR-SHALOM Y. Integration of Bayes detection with target tracking[J]. IEEE Transactions on Signal Processing, 2001,49(1):17-29.

    Tools

    Get Citation

    Copy Citation Text

    LIU Hongliang, ZHANG Sisi, ZHAO Qingyuan, YUE Kai. Cognitive target detection method based on tracking information[J]. Journal of Terahertz Science and Electronic Information Technology , 2022, 20(4): 340

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: May. 25, 2020

    Accepted: --

    Published Online: Aug. 12, 2022

    The Author Email: Hongliang LIU (hlliuxidian@gmail.com)

    DOI:10.11805/tkyda2020236

    Topics