Signal Fusion for Multi-target on Distributed MIMO Radar System

被引:0
|
作者
Wang, Ruqi [1 ]
Wei, Yao [1 ]
Zhang, Shiyuan [1 ]
机构
[1] Nanjing Res Inst Elect Technol, Dept Informat Proc, Nanjing, Peoples R China
关键词
MIMO radar; distributed radar; Bayesian estimation; signal fusion;
D O I
10.1109/iccais46528.2019.9074572
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Distributed MIMO radar system configured with the DTFR (defocused transmit-focused receive) mode can detect and track multiple targets. Due to the non-consistency of the received beams' direction, the system working in TWS (track while scan) mode is faced with the problem of targets' signal matching between different stations, it's difficult to accumulate multi-station's signal effectively. This paper proposes a novel multi-station signal association and fusion technique for multi-target based on sequential Bayesian algorithm that can associate multi-station's signal from different scanning-beams, and further more implement multistation signal fusion to achieve spatial diversity gain. Performance results with real data obtained from an experimental radar system demonstrate the practical effectiveness of the proposed method.
引用
收藏
页数:4
相关论文
共 50 条
  • [31] Multi-target localization for noncoherent MIMO radar with widely separated antennas
    Ai, Yue
    Yi, Wei
    Cui, Guolong
    Kong, Lingjiang
    2014 IEEE RADAR CONFERENCE, 2014, : 1267 - 1272
  • [32] A Sequential Approach to Direct Multi-Target Localization in MIMO Radar Networks
    Lee, Sangwoo
    Sin, Cheonsig
    Kim, Sunwoo
    IETE JOURNAL OF RESEARCH, 2021, 67 (02) : 180 - 185
  • [33] An Efficient Sensor Scheduling for Multi-target Localisation in MIMO Radar Networks
    Wang, Zengfu
    Wang, Xuezhi
    Moran, William
    Pan, Quan
    2015 16TH INTERNATIONAL RADAR SYMPOSIUM (IRS), 2015, : 1033 - 1038
  • [34] Power and Bandwidth Allocation for Multi-Target Tracking in Collocated MIMO Radar
    Zhang, Haowei
    Zong, Binfeng
    Xie, Junwei
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (09) : 9795 - 9806
  • [35] Robust Waveform Design for Multi-target Detection in Cognitive MIMO Radar
    Wang, Li
    Zhang, Yunlei
    Liao, Qingmin
    Tang, Jun
    2018 IEEE RADAR CONFERENCE (RADARCONF18), 2018, : 116 - 120
  • [36] A novel geometric-based bistatic range grouping algorithm for multi-target localization in distributed MIMO radar
    Kang, Seyoung
    Shin, Hyuksoo
    Chung, Wonzoo
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 253
  • [37] Multi-target multi-object tracking, sensor fusion of radar and infrared
    Möbus, R
    Kolbe, U
    2004 IEEE INTELLIGENT VEHICLES SYMPOSIUM, 2004, : 732 - 737
  • [38] Data Association for Multi-Target Elliptic Localization in Distributed MIMO Radars
    Kazemi, Seyed Amir Reza
    Amiri, Rouhollah
    Behnia, Fereidoon
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (09) : 2904 - 2907
  • [39] Multi-target detection, tracking and recognition with fusion of radar and ESM sensors
    Shi S.-Y.
    Du P.-F.
    Zhang J.
    Cao C.
    Xi Tong Cheng Yu Dian Zi Ji Shu/Syst Eng Electron, 7 (1524-1531): : 1524 - 1531
  • [40] Multi-Target Detection Based on Camera and Radar Feature Fusion Networks
    Chang L.
    Bai J.
    Huang L.
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2022, 42 (03): : 318 - 323