Application of Wavelet, Logic and Neural Network in Multi-target Tracking Data Processing

被引:0
|
作者
Lu, Baichuan [1 ]
Li, Zheng [1 ]
机构
[1] Chongqing Jiaotong Univ, Transport Coll, Chongqing 400074, Peoples R China
关键词
Wavelet; Logical Method; REF neural network; multi-sensor and target; Track correlation;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article describes the method of eliminating original data noise base on wavelet multi-scale decomposing and recombination. It can keep the instantaneous characters of original signal and track the multi-target with logic method, which is able to reduce the untrue warning rate for route efficiently. It could also put RBF neural network into obtaining a time alignment between multi-sensor data, then calculate a same goal of route by similarity in a high precision. The simulation results have shown the advantages of the method.
引用
收藏
页数:4
相关论文
共 50 条
  • [21] Maneuvering Target Tracking Based on Wavelet Neural Network
    Shi, Jianfang
    Tang, Hongbiao
    Zhu, Qingshuang
    ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 2, PROCEEDINGS, 2008, : 599 - 604
  • [22] On Detection, Data Association and Segmentation for Multi-Target Tracking
    Tian, Yicong
    Dehghan, Afshin
    Shah, Mubarak
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 41 (09) : 2146 - 2160
  • [23] Application of Fuzzy Neural Network in Multi-Maneuvering Target Tracking
    Hua, Jin
    2010 2ND INTERNATIONAL ASIA CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS (CAR 2010), VOL 1, 2010, : 92 - 95
  • [24] Online Multi-Target Tracking Using Recurrent Neural Networks
    Milan, Anton
    Rezatofighi, S. Hamid
    Dick, Anthony
    Reid, Ian
    Schindler, Konrad
    THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2017, : 4225 - 4232
  • [25] Deep Recurrent Neural Network for Multi-target Filtering
    Emambakhsh, Mehryar
    Bay, Alessandro
    Vazquez, Eduard
    MULTIMEDIA MODELING, MMM 2019, PT II, 2019, 11296 : 519 - 531
  • [26] Rough Sets Probabilistic Data Association Algorithm and its Application in Multi-target Tracking
    Long-qiang NI
    She-sheng GAO
    Peng-cheng FENG
    Kai ZHAO
    Defence Technology, 2013, (04) : 208 - 216
  • [27] Rough Sets Probabilistic Data Association Algorithm and its Application in Multi-target Tracking
    Ni, Long-qiang
    Gao, She-sheng
    Feng, Peng-cheng
    Zhao, Kai
    DEFENCE TECHNOLOGY, 2013, 9 (04): : 208 - 216
  • [28] Rough Sets Probabilistic Data Association Algorithm and its Application in Multi-target Tracking
    Longqiang NI
    Shesheng GAO
    Pengcheng FENG
    Kai ZHAO
    Defence Technology, 2013, 9 (04) : 208 - 216
  • [29] Multi-target tracking in clutter
    Sanders-Reed, JN
    Duncan, MJ
    Boucher, WB
    Dimmler, WM
    O'Keefe, S
    LASER WEAPONS TECHNOLOGY III, 2002, 4724 : 30 - 36
  • [30] Neural network data association with application to multiple-target tracking
    Leung, H
    OPTICAL ENGINEERING, 1996, 35 (03) : 693 - 700