Concepedia

Joint State-parameter Estimation

Joint State-Parameter Estimation is a data assimilation method that simultaneously infers the evolving state variables and unknown or uncertain model parameters of a dynamical system by optimally combining observational data with a numerical model, distinguishing itself from sequential or decoupled estimation approaches through its integrated treatment of state and parameter uncertainties within a unified statistical framework.

209

Publications

12.4K

Citations

552

Authors

297

Institutions

Publications per year

2017–2026

73

Parents

Publications

209

Dual state–parameter estimation of hydrological models using ensemble Kalman filter

Hamid Moradkhani, Soroosh Sorooshian, Hoshin V. Gupta et al. · Advances in Water Resources · 2004 · 927 citations · Full text

, , +16

State Estimation and Control of Electric Loads to Manage Real-Time Energy Imbalance

Johanna L. Mathieu, Stephan Koch, Duncan S. Callaway · IEEE Transactions on Power Systems · 2012 · 580 citations

, , +17

The ensemble Kalman filter for combined state and parameter estimation

Geir Evensen · IEEE Control Systems · 2009 · 554 citations

, , +16

Adaptive observer for multiple-input-multiple-output (MIMO) linear time-varying systems

Q. Zhang · IEEE Transactions on Automatic Control · 2002 · 521 citations

, , +16

On the Effectiveness of OTFS for Joint Radar Parameter Estimation and Communication

Lorenzo Gaudio, Mari Kobayashi, Giuseppe Caire et al. · IEEE Transactions on Wireless Communications · 2020 · 417 citations

, , +17

1–5 of 209

Authors

552

  1. FD
    Feng Ding

    Jiangnan University, China

    11 publications · 968 citations

    11

    h-index

  2. TH
    Tasawar Hayat

    Quaid-i-Azam University, Pakistan

    7 publications · 397 citations

    7

    h-index

  3. PM
    Philippe Moireau

    École Polytechnique, France

    5 publications · 290 citations

    5

    h-index

  4. IP
    Inés P. Mariño

    Universidad Rey Juan Carlos, Spain

    4 publications · 85 citations

    4

    h-index

  5. IH
    Ibrahim Hoteit

    King Abdullah University of Science and Technology, Saudi Arabia

    4 publications · 260 citations

    4

    h-index

1–5 of 552

Institutions

297

  1. Jiangnan University

    Wuxi, China

    11 h-index

    26 publications

    2.1K citations

  2. King Abdulaziz University

    Jeddah, Saudi Arabia

    7 h-index

    12 publications

    734 citations

  3. Qingdao University of Science and Technology

    Qingdao, China

    6 h-index

    6 publications

    458 citations

  4. Institut Polytechnique de Bordeaux

    Bordeaux, France

    5 h-index

    7 publications

    261 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    13 publications

    378 citations

  6. Northwestern Polytechnical University

    Xi'an, China

    5 h-index

    12 publications

    241 citations

  7. ETH Zurich

    Zurich, Switzerland

    5 h-index

    10 publications

    830 citations

  8. King Abdullah University of Science and Technology

    Jeddah, Saudi Arabia

    5 h-index

    13 publications

    668 citations

1–8 of 297

Venues

  1. Automatica

    9 publications · 436 citations

    9

    h-index

  2. Mechanical Systems and Signal Processing

    MSSP · 8 publications · 423 citations

    8

    h-index

  3. IEEE Transactions on Power Systems

    6 publications · 935 citations

    6

    h-index

  4. Advances in Water Resources

    6 publications · 1.2K citations

    6

    h-index

  5. Monthly Weather Review

    5 publications · 209 citations

    5

    h-index

1–5