Multi-Function Radar Modeling: A Review

被引:20
|
作者
Zhao, Yurui [1 ]
Wang, Xiang [1 ]
Huang, Zhitao [1 ,2 ]
机构
[1] Natl Univ Def Technol, Coll Elect Sci & Technol, Changsha 410073, Peoples R China
[2] Natl Univ Def Technol, Coll Elect Engn, Hefei 230037, Peoples R China
基金
中国国家自然科学基金;
关键词
Electronic intelligence (ELINT); hierarchical modeling; multi-function radar (MFR) pattern recognition; radar modeling; RECOGNITION;
D O I
10.1109/JSEN.2024.3436877
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The widespread and massive application of multi-function radars (MFRs) pushes MFR modeling to become a recognized need in electronic intelligence (ELINT). Since pioneer research has made trials in the model-centric ELINT from various viewpoints, a universal hierarchical modeling framework is needed at the emergence. To fill the absence and capture future trends, we illustrate the mathematical logic in modeling MFR and propose an MFR modeling framework (named MFRModeling) by studying and summarizing current literature. To be specific, the MFRModeling contains pulse interception, pulse representation, hierarchical model design, pulse dictation, and evaluation. For the pulse dictation step, we design a novel two-stage processor, comprising of the pulse-to-symbol and symbol-to-symbol transformer. Based on the proposed MFRModeling, current literature's phases are extracted, grouped, and compared. Finally, recent research trends and the overarching future outlook for MFR modeling in next-generation ELINT are discussed.
引用
收藏
页码:31658 / 31680
页数:23
相关论文
共 50 条
  • [41] Multi-function scratch tester
    Bennett, S.
    Matthews, A.
    SURFACE & COATINGS TECHNOLOGY, 1995, 74-75 (1-3): : 869 - 876
  • [42] Multi-Function Scan Circuit
    Antonescu, Mihai
    Stefan, Gheorghe M.
    CAS 2020 PROCEEDINGS: 2020 INTERNATIONAL SEMICONDUCTOR CONFERENCE, 2020, : 123 - 126
  • [43] MULTI-FUNCTION PATCH ELEMENT
    Zheng, S. Y.
    Chan, W. S.
    Man, K. F.
    PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, 2010, 109 : 159 - 174
  • [44] DEVELOPING MULTI-FUNCTION WORKERS
    不详
    WIRE JOURNAL INTERNATIONAL, 1985, 18 (01): : 20 - 20
  • [45] Optimal Balancing of Multi-Function Radar Budget for Multi-Target Tracking Using Lagrangian Relaxation
    Schope, Max Ian
    Driessen, Hans
    Yarovoy, Alexander
    2019 22ND INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2019), 2019,
  • [46] First results of an USRP-based multi-function real-time radar
    Slavov, Angel
    Perez, Santiago Perez
    Knott, Peter
    2024 IEEE RADAR CONFERENCE, RADARCONF 2024, 2024,
  • [47] Scheduling of Multi-Function Sensor
    Kulmon, Pavel
    Suja, Jergus
    Benko, Matej
    IEEE Transactions on Radar Systems, 2023, 1 : 729 - 739
  • [48] Shipborne Multi-Function Radar Working Mode Recognition Based on DP-ATCN
    Tian, Tian
    Zhang, Qianrong
    Zhang, Zhizhong
    Niu, Feng
    Guo, Xinyi
    Zhou, Feng
    REMOTE SENSING, 2023, 15 (13)
  • [49] MULTI-FUNCTION RADAR WORK MODE RECOGNITION BASED ON ENCODER-DECODER MODEL
    Chen, Hongyu
    Feng, Kangan
    Kong, Yukai
    Zhang, Lidong
    Yu, Xianxiang
    Yi, Wei
    2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022), 2022, : 1189 - 1192
  • [50] Multi-function Internet appliances
    Soohoo, K
    WESCON/97 - CONFERENCE PROCEEDINGS, 1997, : 14 - 18