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
来源
2012 WORLD AUTOMATION CONGRESS (WAC) | 2012年
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
  • [41] Data Association in Multi-target Tracking Using Belief Function
    Ahmed Dallil
    Abdelaziz Ouldali
    Mourad Oussalah
    Journal of Intelligent & Robotic Systems, 2012, 67 : 219 - 227
  • [42] Adaptive data association for multi-target tracking using relaxation
    Lee, YW
    ADVANCES IN INTELLIGENT COMPUTING, PT 1, PROCEEDINGS, 2005, 3644 : 552 - 561
  • [43] Distributed data association for multi-target tracking in sensor networks
    Chen, L
    Çetin, M
    Willsky, AS
    2005 7TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), VOLS 1 AND 2, 2005, : 9 - 16
  • [44] Learning and exploiting invariants for multi-target tracking and data association
    Frezza, Ruggero
    Chiuso, Alessandro
    2005 44TH IEEE CONFERENCE ON DECISION AND CONTROL & EUROPEAN CONTROL CONFERENCE, VOLS 1-8, 2005, : 6053 - 6058
  • [45] Monte Carlo filtering for multi-target tracking and data association
    Vermaak, J
    Godsill, SJ
    Pérez, P
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2005, 41 (01) : 309 - 332
  • [46] Data fusion in a multi-target radar sensor network
    Shu, Haining
    Liang, Qilian
    2007 IEEE RADIO AND WIRELESS SYMPOSIUM, 2007, : 41 - 44
  • [47] Cross Entropy Algorithms for Data Association in Multi-Target Tracking
    Sigalov, Daniel
    Shimkin, Nahum
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2011, 47 (02) : 1166 - 1185
  • [48] An algorithm of multi-target tracking based on clustering data stream
    Ma, Tianli
    Wang, Xinmin
    Cao, Yuyan
    Huang, Yu
    Mu, Lingxia
    Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University, 2015, 33 (03): : 506 - 511
  • [49] A new multi-target tracking method for video satellite data
    Chen, Haitao
    Ma, Jun
    Li, Feng
    Lu, Ming
    Lu, Xiaotian
    Zhang, Nan
    CHINESE SPACE SCIENCE AND TECHNOLOGY, 2024, 44 (01) : 144 - 153
  • [50] Distributed Data Association for Multi-Target Tracking in Sensor Networks
    Sandell, Nils F.
    Olfati-Saber, Reza
    47TH IEEE CONFERENCE ON DECISION AND CONTROL, 2008 (CDC 2008), 2008, : 1085 - 1090