Concepedia

State Space Estimation

State Space Estimation is a statistical inference method that belongs to the class of dynamic system modeling techniques, distinguished by its use of latent state variables and observed measurements to recursively estimate the evolving internal state of a system over time according to probabilistic state-space models.

1.3K

Publications

78.5K

Citations

2.8K

Authors

1K

Institutions

Publications per year

2017–2026

280

Parents

Publications

1.3K

On Gibbs sampling for state space models

Chris Carter, Robert Kohn · Biometrika · 1994 · 2K citations

, , +14

Introduction to Multiple Time Series Analysis

Ian T. Jolliffe, Helmut Lütkepohl, Helmut Lütkepohl · Technometrics · 1993 · 2K citations

, , +16

Monte Carlo localization for mobile robots

Frank Dellaert, D. Fox, Wolfram Burgard et al. · 2003 · 1.6K citations · Full text

, , +16

Power System Static-State Estimation, Part I: Exact Model

Fred C. Schweppe, John Michael Wildes · IEEE Transactions on Power Apparatus and Systems · 1970 · 1.4K citations

, , +17

Monte Carlo localization: efficient position estimation for mobile robots

Dieter Fox, Wolfram Burgard, Frank Dellaert et al. · 1999 · 1.1K citations

, , +16

1–5 of 1.3K

Authors

2.8K

  1. MV
    Michel Verhaegen

    Delft University of Technology, Netherlands

    18 publications · 1.9K citations

    15

    h-index

  2. FD
    Feng Ding

    Jiangnan University, China

    14 publications · 1.5K citations

    12

    h-index

  3. YG
    Ya Gu

    Jiangnan University, China

    11 publications · 528 citations

    11

    h-index

  4. TB
    Thomas B. Schön

    Linköping University, Sweden

    10 publications · 568 citations

    10

    h-index

  5. BD
    Bart De Moor

    KU Leuven, Belgium

    9 publications · 1.1K citations

    9

    h-index

1–5 of 2.8K

Institutions

1K

  1. Massachusetts Institute of Technology

    Cambridge, United States

    18 h-index

    43 publications

    6.9K citations

  2. Jiangnan University

    Wuxi, China

    17 h-index

    48 publications

    4K citations

  3. Linköping University

    Linköping, Sweden

    17 h-index

    38 publications

    1.9K citations

  4. Delft University of Technology

    Delft, The Netherlands

    16 h-index

    42 publications

    3K citations

  5. University of Michigan

    Ann Arbor, United States

    15 h-index

    27 publications

    2.1K citations

  6. Tsinghua University

    Beijing, China

    15 h-index

    40 publications

    1.2K citations

  7. University of California, Berkeley

    Berkeley, United States

    15 h-index

    27 publications

    1.9K citations

  8. KU Leuven

    Leuven, Belgium

    14 h-index

    37 publications

    4.1K citations

1–8 of 1K

Venues

  1. Automatica

    44 publications · 3.8K citations

    31

    h-index

  2. IEEE Transactions on Automatic Control

    55 publications · 4.9K citations

    31

    h-index

  3. IEEE Transactions on Power Systems

    32 publications · 3.6K citations

    27

    h-index

  4. IEEE Transactions on Signal Processing

    29 publications · 2.6K citations

    25

    h-index

  5. arXiv (Cornell University)

    Repository · 24 publications · 811 citations

    16

    h-index

1–5