An Efficient Approach for Coherent Integration Detection of High-Speed Maneuvering Targets With Arbitrary-Order Doppler Frequency Migrations

被引:1
作者
Wan, Jun [1 ,2 ]
Kang, Xiaohua [1 ,2 ]
Tan, Xiaoheng [1 ,2 ]
Li, Dong [1 ,2 ]
Chen, Zhanye [1 ,2 ]
Liu, Hongqing [3 ]
机构
[1] Chongqing Univ, Chongqing Key Lab Space Informat Network & Intell, Chongqing 400044, Peoples R China
[2] Chongqing Univ, Sch Microelectron & Commun Engn, Chongqing 400044, Peoples R China
[3] Chongqing Univ Posts & Telecommun, Chongqing Key Lab Mobile Commun Technol, Chongqing 400065, Peoples R China
基金
中国国家自然科学基金;
关键词
Doppler effect; Computational efficiency; Time-frequency analysis; Radon; Mathematical models; Fourier transforms; Signal to noise ratio; MOTION PARAMETER-ESTIMATION; RADON-FOURIER TRANSFORM; ESTIMATION ALGORITHM; WEAK TARGET; SYSTEM;
D O I
10.1109/TAES.2023.3276852
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
In radar detection applications, high-speed maneuvering targets (HSMTs) are commonly encountered. Given the range cell migration (RCM) and arbitrary-order Doppler frequency migrations (DFMs) induced by the complex relative motions between the HSMT and radar, they usually present a great challenge for target detection. In addition, the complex Doppler ambiguity will further aggravate the difficulty in focusing on HSMT. To address these issues, an efficient approach for coherent integration detection of HSMTs is proposed. First, inspired by the symmetrical feature of range frequency, a new range frequency reversal transform is introduced to correct complex arbitrary-order DFMs simultaneously. After that, by exploiting the advantage of range-azimuth joint processing, a modified two-dimensional scaled Fourier transform is developed to remove the residual RCM, and a well-focused result is thus achieved. Furthermore, a discrimination procedure is proposed to remove the spurious peak for cross terms of targets with the same parameters. The proposed method has an extremely low computational cost and does not need to know the target motion order a priori because the operations of multidimensional search and parameter estimation are avoided. It also handles complex arbitrary-order DFMs, blind speed sidelobe, and complex Doppler center blur and spectrum ambiguity. The experiments using real data also validate the performance of the proposed method.
引用
收藏
页码:6729 / 6748
页数:20
相关论文
共 24 条
  • [21] Sequence-Reversing Transform-Based Coherent Integration for High-Speed Target Detection
    Li, Xiaolong
    Cui, Guolong
    Yi, Wei
    Kong, Lingjiang
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2017, 53 (03) : 1573 - 1580
  • [22] Radar High-Speed Target Range-Doppler-Azimuth Coherent Extension Detection for Autonomous Vehicles
    Li, Yi
    Cao, Peibei
    Xia, Weijie
    Zhou, Jianjiang
    Chu, Yongyan
    Zhang, Wogong
    Zhang, Jie
    IEEE SENSORS JOURNAL, 2024, 24 (21) : 34733 - 34743
  • [23] High-Speed UAV Swarms Detection via Coherent Integration and GTE-Based Super-Resolution Method
    Zhao, Zizhuo
    Li, Xiaolong
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2024, 60 (02) : 1583 - 1596
  • [24] Long-Time Coherent Integration for Weak Maneuvering Target Detection and High-Order Motion Parameter Estimation Based on Keystone Transform
    Huang, Penghui
    Liao, Guisheng
    Yang, Zhiwei
    Xia, Xiang-Gen
    Ma, Jing-Tao
    Ma, Jingting
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2016, 64 (15) : 4013 - 4026