Resampling Methods for Particle Filtering

被引：456
作者：
Li, Tiancheng [1 ,2 ]
Bolic, Miodrag [3 ,4 ,5 ,6 ]
Djuric, Petar M. [7 ]
机构：
[1] Northwestern Polytech Univ, Mechatron Engn, Xian, Peoples R China
[2] Univ Salamanca, Bioinformat Intelligent Syst & Educ Technol Grp, E-37008 Salamanca, Spain
[3] Univ Ottawa, Sch Elect Engn & Comp Sci, Ottawa, ON K1N 6N5, Canada
[4] Univ Ottawa, Comp Architecture Res Grp, Ottawa, ON K1N 6N5, Canada
[5] Univ Ottawa, Radio Frequency Identificat Res Grp, Ottawa, ON K1N 6N5, Canada
[6] Univ Ottawa, Med Devices Res Grp, Ottawa, ON K1N 6N5, Canada
[7] SUNY Stony Brook, Dept Elect & Comp Engn, Stony Brook, NY 11794 USA
来源：
IEEE SIGNAL PROCESSING MAGAZINE | 2015年 / 32卷 / 03期
基金：
中国国家自然科学基金;
关键词：
SAMPLE-SIZE; ALGORITHMS; INFERENCE; SYSTEMS;
D O I：
10.1109/MSP.2014.2330626
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
引用
收藏
页码：70 / 86
页数：17
相关论文
共 50 条
  • [21] Following a moving target - Monte Carlo inference for dynamic Bayesian models
    Gilks, WR
    Berzuini, C
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2001, 63 : 127 - 146
  • [22] NOVEL-APPROACH TO NONLINEAR NON-GAUSSIAN BAYESIAN STATE ESTIMATION
    GORDON, NJ
    SALMOND, DJ
    SMITH, AFM
    [J]. IEE PROCEEDINGS-F RADAR AND SIGNAL PROCESSING, 1993, 140 (02) : 107 - 113
  • [23] Hendeby Gustaf, 2007, 2007 15th European Signal Processing Conference (EUSIPCO), P1639
  • [24] Particle Filtering: The Need for Speed
    Hendeby, Gustaf
    Karlsson, Rickard
    Gustafsson, Fredrik
    [J]. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2010,
  • [25] Distributed Particle Filtering in Agent Networks
    Hlinka, Ondrej
    Hlawatsch, Franz
    Djuric, Petar M.
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2013, 30 (01) : 61 - 81
  • [26] Hol JD, 2006, NSSPW: NONLINEAR STATISTICAL SIGNAL PROCESSING WORKSHOP, P79
  • [27] Design and implementation of flexible resampling mechanism for high-speed parallel particle filters
    Hong, Sangjin
    Chin, Shu-Shin
    Djuric, Petar M.
    Bolic, Miodrag
    [J]. JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2006, 44 (1-2): : 47 - 62
  • [28] Load Balanced Resampling for Real-Time Particle Filtering on Graphics Processing Units
    Hwang, Kyuyeon
    Sung, Wonyong
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 61 (02) : 411 - 419
  • [29] John TS, 2006, IEEE T WIREL COMMUN, V5, P1846, DOI 10.1109/TWC.2006.04563
  • [30] Kitagawa G., 1996, J COMPUT GRAPH STAT, V5, P1, DOI 10.1080/10618600.1996.10474692
12345