A Cloud Model Inference System Based Alpha-Beta Filter for Tracking of Maneuvering Target

被引：1
作者：
Huang Jianjun [1 ]
Zhong Jiali [1 ]
Li Pengfei [2 ]
机构：
[1] Shenzhen Univ, ATR Key Lab, Shenzhen 518060, Peoples R China
[2] Air Def Forces Command Acad, Zhengzhou 450052, Peoples R China
来源：
2010 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY AND SECURITY INFORMATICS (IITSI 2010) | 2010年
关键词：
maneuvering target tracking; cloud mode inference; alpha-beta filter;
D O I：
10.1109/IITSI.2010.119
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
An adaptive alpha-beta filter based on cloud model inference is presented for maneuvering target tracking. The proposed tracker incorporates cloud model in a conventional alpha-beta filter by using the rule bank based on cloud model, which utilizes the residue error and the change of residue error in the last prediction to determine the values of alpha and beta, then track the maneuverable target accurately. The experiment results show that the algorithm is satisfactory and effective.
引用
收藏
页码：221 / 225
页数：5
相关论文
共 8 条
  • [1] [Anonymous], IEEE T FUZZY SYSTEMS
  • [2] [Anonymous], INT C MECH AUT AUG
  • [3] [Anonymous], SYSTEM ENG ELECT CHI
  • [4] [Anonymous], P 4 WORLD C INT CONT
  • [5] Fang Qing, 2006, INTERATIONAL C RADAR, P1
  • [6] Li D., 2017, Artificial Intelligence with Uncertainty
  • [7] NEURAL SOLUTION TO THE MULTITARGET TRACKING DATA ASSOCIATION PROBLEM
    SENGUPTA, D
    ILTIS, RA
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1989, 25 (01) : 96 - 108
  • [8] Maneuvering Target Tracking Based on Wavelet Neural Network
    Shi, Jianfang
    Tang, Hongbiao
    Zhu, Qingshuang
    [J]. ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 2, PROCEEDINGS, 2008, : 599 - 604
1