Kalman Filtering in R

被引:1
|
作者
Tusell, Fernando [1 ]
机构
[1] Univ Basque Country, Bilbao, Spain
来源
JOURNAL OF STATISTICAL SOFTWARE | 2011年 / 39卷 / 02期
关键词
state space models; Kalman filter; time series; R; SIMULATION SMOOTHER; SPACE;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Support in R for state space estimation via Kalman filtering was limited to one package, until fairly recently. In the last five years, the situation has changed with no less than four additional packages offering general implementations of the Kalman filter, including in some cases smoothing, simulation smoothing and other functionality. This paper reviews some of the offerings in R to help the prospective user to make an informed choice.
引用
收藏
页码:1 / 27
页数:27
相关论文
共 50 条
  • [31] Robust Kriged Kalman Filtering
    Baingana, Brian
    Anese, Emiliano Dall'
    Mateos, Gonzalo
    Giannakis, Georgios B.
    2015 49TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2015, : 1525 - 1529
  • [32] PREDICTABILITY AND UNPREDICTABILITY IN KALMAN FILTERING
    BYRNES, CI
    LINDQUIST, A
    MCGREGOR, T
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1991, 36 (05) : 563 - 579
  • [33] An approach for distributed Kalman filtering
    Quirino, R.B.
    Bottura, C.P.
    Controle y Automacao, 2001, 12 (01): : 19 - 28
  • [34] Robust extended Kalman filtering
    Einicke, GA
    White, LB
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1999, 47 (09) : 2596 - 2599
  • [35] An Elementary Introduction to Kalman Filtering
    Pei, Yan
    Biswas, Swarnendu
    Fussell, Donald S.
    Pingali, Keshav
    COMMUNICATIONS OF THE ACM, 2019, 62 (11) : 122 - 133
  • [36] ATTITUDE DETERMINATION BY KALMAN FILTERING
    FARRELL, JL
    AUTOMATICA, 1970, 6 (03) : 419 - +
  • [37] Ensemble Consider Kalman Filtering
    Lou, Tai-shan
    Chen, Nan-hua
    Xiong, Hua
    Li, Ya-xi
    Wang, Lei
    2018 IEEE CSAA GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2018,
  • [38] Restricted Kalman filtering revisited
    Pizzinga, Adrian
    Fernandes, Cristiano
    Contreras, Sergio
    JOURNAL OF ECONOMETRICS, 2008, 144 (02) : 428 - 429
  • [39] ON DIFFERENTIALLY PRIVATE KALMAN FILTERING
    Degue, Kwassi H.
    Le Ny, Jerome
    2017 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP 2017), 2017, : 487 - 491
  • [40] On Kalman Filtering With Faded Measurements
    Dey, Subhrakanti
    Leong, Alex S.
    Evans, Jamie S.
    2008 46TH ANNUAL ALLERTON CONFERENCE ON COMMUNICATION, CONTROL, AND COMPUTING, VOLS 1-3, 2008, : 607 - 614